release: alpha bump (a4) for langgraph, checkpoint, checkpoint-postgres (#7701 )

- Bumps `langgraph` 1.2.0a6 → 1.2.0a7 - Bumps `langgraph-checkpoint` 4.1.0a3 → 4.1.0a4 - Bumps `langgraph-checkpoint-postgres` 3.1.0a3 → 3.1.0a4 - Bumps min `langgraph-checkpoint` constraint in `langgraph` and `checkpoint-postgres` to `>=4.1.0a4` - Refreshes uv locks across the workspace
feat: public get_writes_history saver API + delta cadence rework (#7699 )
2026-08-19 22:25:44 +02:00 · 2026-05-04 15:26:20 -04:00 · 2026-05-04 15:18:43 -04:00 · 2026-05-04 08:58:57 -04:00 · 2026-05-04 08:52:52 -04:00 · 2026-05-03 15:15:43 -07:00
63 changed files with 3170 additions and 2122 deletions
@@ -33,7 +33,7 @@ jobs:
          cache-suffix: test-${{ inputs.working-directory }}
          working-directory: ${{ inputs.working-directory }}
      - name: Login to Docker Hub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -31,7 +31,7 @@ jobs:
          cache-suffix: "test-langgraph"
          working-directory: libs/langgraph
      - name: Login to Docker Hub
-        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4
+        uses: docker/login-action@4907a6ddec9925e35a0a9e82d7399ccc52663121 # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -82,7 +82,7 @@ jobs:
          path: ${{ inputs.working-directory }}/dist/

      - name: Publish to test PyPI
-        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # release/v1
        with:
          packages-dir: ${{ inputs.working-directory }}/dist/
          verbose: true
@@ -57,7 +57,7 @@ jobs:
            echo EOF
          } >> "$GITHUB_OUTPUT"
      - name: Annotation
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          script: |
            const file = JSON.parse(`${{ steps.files.outputs.added_modified_renamed }}`)[0]
@@ -40,7 +40,7 @@ jobs:
        uses: actions/configure-pages@v6

      - name: Upload artifact
-        uses: actions/upload-pages-artifact@v4
+        uses: actions/upload-pages-artifact@v5
        with:
          path: 'docs/_site'

@@ -276,7 +276,7 @@ jobs:
          path: ${{ inputs.working-directory }}/dist/

      - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # release/v1
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # release/v1
        with:
          packages-dir: ${{ inputs.working-directory }}/dist/
          verbose: true
@@ -26,7 +26,7 @@ jobs:

    steps:
      - name: Find and reopen matching PRs
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          script: |
            const { owner, repo } = context.repo;
@@ -50,7 +50,7 @@ jobs:
    steps:
      - name: Check for issue link and assignee
        id: check-link
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          script: |
            const { owner, repo } = context.repo;
@@ -283,7 +283,7 @@ jobs:
        if: >-
          env.ENFORCE_ISSUE_LINK == 'true' &&
          (steps.check-link.outputs.has-link != 'true' || steps.check-link.outputs.is-assigned != 'true')
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          script: |
            const { owner, repo } = context.repo;
@@ -312,7 +312,7 @@ jobs:
        if: >-
          env.ENFORCE_ISSUE_LINK == 'true' &&
          steps.check-link.outputs.has-link == 'true' && steps.check-link.outputs.is-assigned == 'true'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          script: |
            const { owner, repo } = context.repo;
@@ -366,7 +366,7 @@ jobs:
        if: >-
          env.ENFORCE_ISSUE_LINK == 'true' &&
          (steps.check-link.outputs.has-link != 'true' || steps.check-link.outputs.is-assigned != 'true')
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          script: |
            const { owner, repo } = context.repo;
@@ -63,7 +63,7 @@ jobs:
      - name: Check if contributor is external
        if: steps.app-token.outcome == 'success'
        id: check-membership
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ steps.app-token.outputs.token }}
          script: |
@@ -102,7 +102,7 @@ jobs:

      - name: Apply contributor tier label
        if: steps.check-membership.outputs.is-external == 'true'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
@@ -155,7 +155,7 @@ jobs:

      - name: Add external label
        if: steps.check-membership.outputs.is-external == 'true'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
@@ -168,7 +168,7 @@ jobs:

      - name: Add internal label
        if: steps.check-membership.outputs.is-external == 'false'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
@@ -196,7 +196,7 @@ jobs:
          private-key: ${{ secrets.ORG_MEMBERSHIP_APP_PRIVATE_KEY }}

      - name: Backfill labels
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ steps.app-token.outputs.token }}
          script: |
@@ -48,7 +48,7 @@ jobs:
      - name: Check if contributor is external
        if: steps.app-token.outcome == 'success'
        id: check-membership
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ steps.app-token.outputs.token }}
          script: |
@@ -90,7 +90,7 @@ jobs:
      # event fires and triggers require_issue_link.yml.
      - name: Apply contributor tier label
        if: steps.check-membership.outputs.is-external == 'true'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          # Use App token so the "labeled" event propagates to downstream
          # workflows (e.g. require_issue_link.yml).
@@ -145,7 +145,7 @@ jobs:

      - name: Add external label
        if: steps.check-membership.outputs.is-external == 'true'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          # Use App token so the "labeled" event propagates to downstream
          # workflows (e.g. require_issue_link.yml). Events created by the
@@ -161,7 +161,7 @@ jobs:

      - name: Add internal label
        if: steps.check-membership.outputs.is-external == 'false'
-        uses: actions/github-script@v8
+        uses: actions/github-script@v9
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
          script: |
@@ -28,7 +28,7 @@ jobs:
        run: make lock-upgrade
          
      - name: Create Pull Request
-        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8
+        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8
        with:
          token: ${{ secrets.GITHUB_TOKEN }}
          commit-message: "chore(deps): upgrade dependencies with `uv lock --upgrade`"
@@ -250,15 +250,15 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.0.1"
+version = "4.0.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "langchain-core" },
    { name = "ormsgpack" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/7c/e1/885e49cdafceb4c74dae4573bc5dd6054c6c640382ee73104532f33dca46/langgraph_checkpoint-4.0.3.tar.gz", hash = "sha256:a7b5e2ca18fb79b55edf19396d4ee446f8a53dcb7a4ec62ce6f1c7e00bb5af7f", size = 174009, upload-time = "2026-04-27T14:34:02.777Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/19/ee/ecd3fa2e893746dde3b768daca2a4935208bc77d09445437ccfffb4a8c9b/langgraph_checkpoint-4.0.3-py3-none-any.whl", hash = "sha256:b91b765712a2311a5b198760f714b7ab9b376d01c047ed78d9b9a3e80df802a3", size = 51682, upload-time = "2026-04-27T14:34:01.51Z" },
 ]

 [[package]]
@@ -746,27 +746,27 @@ wheels = [

 [[package]]
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+version = "0.15.12"
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+sdist = { url = "https://files.pythonhosted.org/packages/99/43/3291f1cc9106f4c63bdce7a8d0df5047fe8422a75b091c16b5e9355e0b11/ruff-0.15.12.tar.gz", hash = "sha256:ecea26adb26b4232c0c2ca19ccbc0083a68344180bba2a600605538ce51a40a6", size = 4643852, upload-time = "2026-04-24T18:17:14.305Z" }
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 [[package]]
@@ -2,19 +2,18 @@ from __future__ import annotations

 import threading
 from collections import defaultdict
-from collections.abc import Iterator, Sequence
+from collections.abc import Iterator, Mapping, Sequence
 from contextlib import contextmanager
 from typing import Any, cast

 from langchain_core.runnables import RunnableConfig
 from langgraph.checkpoint.base import (
-    DELTA_SENTINEL,
    WRITES_IDX_MAP,
    ChannelVersions,
    Checkpoint,
    CheckpointMetadata,
    CheckpointTuple,
-    _ChannelWritesHistory,
+    DeltaChannelHistory,
    get_checkpoint_id,
    get_serializable_checkpoint_metadata,
 )
@@ -27,10 +26,10 @@ from psycopg_pool import ConnectionPool

 from langgraph.checkpoint.postgres import _internal
 from langgraph.checkpoint.postgres.base import (
-    SELECT_DELTA_STAGE1_SQL,
-    SELECT_DELTA_STAGE2_SQL,
+    _DELTA_PAGE_SIZE,
    BasePostgresSaver,
-    _DeltaStage1Row,
+    _build_delta_stage1_sql,
+    _build_delta_stage2_sql,
    _DeltaStage2Row,
 )
 from langgraph.checkpoint.postgres.shallow import ShallowPostgresSaver
@@ -311,9 +310,7 @@ class PostgresSaver(BasePostgresSaver):
        # others are stored in blobs table
        blob_values = {}
        for k, v in checkpoint["channel_values"].items():
-            if v is DELTA_SENTINEL:
-                copy["channel_values"].pop(k)
-            elif isinstance(v, _DeltaSnapshot):
+            if isinstance(v, _DeltaSnapshot):
                blob_values[k] = copy["channel_values"].pop(k)
                copy["channel_values"][k] = True
            elif v is None or isinstance(v, (str, int, float, bool)):
@@ -444,53 +441,111 @@ class PostgresSaver(BasePostgresSaver):
                with conn.cursor(binary=True, row_factory=dict_row) as cur:
                    yield cur

-    def _get_channel_writes_history(
-        self, config: RunnableConfig, channel: str
-    ) -> _ChannelWritesHistory:
-        """Fast-path override of `BaseCheckpointSaver._get_channel_writes_history`.
+    def get_delta_channel_history(
+        self, *, config: RunnableConfig, channels: Sequence[str]
+    ) -> Mapping[str, DeltaChannelHistory]:
+        """Fast-path override of `BaseCheckpointSaver.get_delta_channel_history`.

-        Two-stage query: stage 1 scans checkpoint metadata to walk the parent
-        chain and locate the nearest snapshot; stage 2 fetches only the
-        chain-limited writes and single seed blob.
+        Two-stage query, both stages cover ALL requested channels:
+
+        * Stage 1 (paged): dynamic SELECT over `checkpoints` with K parallel
+          JSONB key lookups (one column pair per channel) — no subquery, no
+          aggregation. Pages newest-first by `checkpoint_id` with a cursor;
+          page size is `_DELTA_PAGE_SIZE`. Stops paging when every channel
+          has found its seed or the chain is exhausted.
+
+        * Stage 2 (per-channel UNION ALL): one branch per channel reading
+          `checkpoint_writes` filtered to that channel's specific
+          `chain_cids`, plus one branch per channel that has a seed reading
+          `checkpoint_blobs` for that channel + version. Avoids the
+          over-fetch of a single `channel = ANY(channels)` filter when
+          channels have different chain depths.
        """
+        if not channels:
+            return {}
+        channels = list(channels)
        thread_id = config["configurable"]["thread_id"]
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
        checkpoint_id = get_checkpoint_id(config)
        if checkpoint_id is None:
            target = self.get_tuple(config)
            if target is None:
-                return _ChannelWritesHistory(seed=DELTA_SENTINEL, writes=[])
+                return {ch: {"writes": []} for ch in channels}
            checkpoint_id = target.config["configurable"]["checkpoint_id"]

+        # Stage 1: paged K-JSONB-lookup scan, walking the parent chain in
+        # Python after each page. Stops as soon as every channel has its seed.
+        stage1_sql = _build_delta_stage1_sql(channels, paged=True)
+        parent_of: dict[str, str | None] = {}
+        ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
+        hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
+        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
+        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
+        walk_cursor_by_ch: dict[str, str | None] = {}
+        seeded: set[str] = set()
+        cursor: str | None = None
+
        with self._cursor() as cur:
-            cur.execute(
-                SELECT_DELTA_STAGE1_SQL,
-                (channel, channel, thread_id, checkpoint_ns),
-            )
-            stage1_rows = cur.fetchall()
-        chain_cids, seed_version = self._walk_stage1(
-            cast("list[_DeltaStage1Row]", stage1_rows), checkpoint_id
+            while True:
+                stage1_params: list[Any] = []
+                for ch in channels:
+                    stage1_params.extend([ch, ch])
+                stage1_params.extend(
+                    [thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
+                )
+                cur.execute(stage1_sql, stage1_params)
+                page = cur.fetchall()
+                if not page:
+                    break
+                oldest = self._ingest_stage1_page(
+                    cast("list[Mapping[str, Any]]", page),
+                    channels,
+                    parent_of,
+                    ver_by_i_by_cid,
+                    hs_by_i_by_cid,
+                )
+                self._try_advance_walks(
+                    checkpoint_id,
+                    channels,
+                    parent_of,
+                    ver_by_i_by_cid,
+                    hs_by_i_by_cid,
+                    chain_by_ch,
+                    seed_ver_by_ch,
+                    walk_cursor_by_ch,
+                    seeded,
+                )
+                # Stop if every channel is seeded, or the page was short
+                # (chain exhausted — no more rows to fetch).
+                if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
+                    break
+                cursor = oldest
+
+        # Stage 2: per-channel UNION ALL — one writes branch per channel
+        # with non-empty chain, plus one blob branch per seeded channel.
+        channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
+        channels_with_seed = [ch for ch in channels if seed_ver_by_ch[ch] is not None]
+        stage2_sql = _build_delta_stage2_sql(
+            channels_with_chain=channels_with_chain,
+            channels_with_seed=channels_with_seed,
        )
-        seed_versions = [seed_version] if seed_version else []
-        with self._cursor() as cur:
-            cur.execute(
-                SELECT_DELTA_STAGE2_SQL,
-                (
-                    thread_id,
-                    checkpoint_ns,
-                    channel,
-                    chain_cids,
-                    thread_id,
-                    checkpoint_ns,
-                    channel,
-                    seed_versions,
-                ),
-            )
-            stage2_rows = cur.fetchall()
-        return self._build_delta_channel_writes_history(
-            channel=channel,
-            chain_cids=chain_cids,
-            seed_version=seed_version,
+
+        if stage2_sql:
+            stage2_params: list[Any] = []
+            for ch in channels_with_chain:
+                stage2_params.extend([thread_id, checkpoint_ns, ch, chain_by_ch[ch]])
+            for ch in channels_with_seed:
+                stage2_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
+            with self._cursor() as cur:
+                cur.execute(stage2_sql, stage2_params)
+                stage2_rows = cur.fetchall()
+        else:
+            stage2_rows = []
+
+        return self._build_delta_channels_writes_history(
+            channels=channels,
+            chain_by_ch=chain_by_ch,
+            seed_ver_by_ch=seed_ver_by_ch,
            stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
        )

@@ -2,19 +2,18 @@ from __future__ import annotations

 import asyncio
 from collections import defaultdict
-from collections.abc import AsyncIterator, Iterator, Sequence
+from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
 from contextlib import asynccontextmanager
 from typing import Any, cast

 from langchain_core.runnables import RunnableConfig
 from langgraph.checkpoint.base import (
-    DELTA_SENTINEL,
    WRITES_IDX_MAP,
    ChannelVersions,
    Checkpoint,
    CheckpointMetadata,
    CheckpointTuple,
-    _ChannelWritesHistory,
+    DeltaChannelHistory,
    get_checkpoint_id,
    get_serializable_checkpoint_metadata,
 )
@@ -27,10 +26,10 @@ from psycopg_pool import AsyncConnectionPool

 from langgraph.checkpoint.postgres import _ainternal
 from langgraph.checkpoint.postgres.base import (
-    SELECT_DELTA_STAGE1_SQL,
-    SELECT_DELTA_STAGE2_SQL,
+    _DELTA_PAGE_SIZE,
    BasePostgresSaver,
-    _DeltaStage1Row,
+    _build_delta_stage1_sql,
+    _build_delta_stage2_sql,
    _DeltaStage2Row,
 )
 from langgraph.checkpoint.postgres.shallow import AsyncShallowPostgresSaver
@@ -270,9 +269,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
        # others are stored in blobs table
        blob_values = {}
        for k, v in checkpoint["channel_values"].items():
-            if v is DELTA_SENTINEL:
-                copy["channel_values"].pop(k)
-            elif isinstance(v, _DeltaSnapshot):
+            if isinstance(v, _DeltaSnapshot):
                blob_values[k] = copy["channel_values"].pop(k)
                copy["channel_values"][k] = True
            elif v is None or isinstance(v, (str, int, float, bool)):
@@ -405,53 +402,94 @@ class AsyncPostgresSaver(BasePostgresSaver):
                async with conn.cursor(binary=True, row_factory=dict_row) as cur:
                    yield cur

-    async def _aget_channel_writes_history(
-        self, config: RunnableConfig, channel: str
-    ) -> _ChannelWritesHistory:
-        """Fast-path override of `BaseCheckpointSaver._aget_channel_writes_history`.
+    async def aget_delta_channel_history(
+        self, *, config: RunnableConfig, channels: Sequence[str]
+    ) -> Mapping[str, DeltaChannelHistory]:
+        """Fast-path override of `BaseCheckpointSaver.aget_delta_channel_history`.

-        Two-stage query: stage 1 scans checkpoint metadata to walk the parent
-        chain and locate the nearest snapshot; stage 2 fetches only the
-        chain-limited writes and single seed blob.
+        See `PostgresSaver.get_delta_channel_history` for design notes; this is
+        the async equivalent with internal stage-1 paging and per-channel
+        UNION ALL stage-2.
        """
+        if not channels:
+            return {}
+        channels = list(channels)
        thread_id = config["configurable"]["thread_id"]
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
        checkpoint_id = get_checkpoint_id(config)
        if checkpoint_id is None:
            target = await self.aget_tuple(config)
            if target is None:
-                return _ChannelWritesHistory(seed=DELTA_SENTINEL, writes=[])
+                return {ch: {"writes": []} for ch in channels}
            checkpoint_id = target.config["configurable"]["checkpoint_id"]

+        stage1_sql = _build_delta_stage1_sql(channels, paged=True)
+        parent_of: dict[str, str | None] = {}
+        ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
+        hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
+        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
+        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
+        walk_cursor_by_ch: dict[str, str | None] = {}
+        seeded: set[str] = set()
+        cursor: str | None = None
+
        async with self._cursor() as cur:
-            await cur.execute(
-                SELECT_DELTA_STAGE1_SQL,
-                (channel, channel, thread_id, checkpoint_ns),
-            )
-            stage1_rows = await cur.fetchall()
-        chain_cids, seed_version = self._walk_stage1(
-            cast("list[_DeltaStage1Row]", stage1_rows), checkpoint_id
+            while True:
+                stage1_params: list[Any] = []
+                for ch in channels:
+                    stage1_params.extend([ch, ch])
+                stage1_params.extend(
+                    [thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
+                )
+                await cur.execute(stage1_sql, stage1_params)
+                page = await cur.fetchall()
+                if not page:
+                    break
+                oldest = self._ingest_stage1_page(
+                    cast("list[Mapping[str, Any]]", page),
+                    channels,
+                    parent_of,
+                    ver_by_i_by_cid,
+                    hs_by_i_by_cid,
+                )
+                self._try_advance_walks(
+                    checkpoint_id,
+                    channels,
+                    parent_of,
+                    ver_by_i_by_cid,
+                    hs_by_i_by_cid,
+                    chain_by_ch,
+                    seed_ver_by_ch,
+                    walk_cursor_by_ch,
+                    seeded,
+                )
+                if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
+                    break
+                cursor = oldest
+
+        channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
+        channels_with_seed = [ch for ch in channels if seed_ver_by_ch[ch] is not None]
+        stage2_sql = _build_delta_stage2_sql(
+            channels_with_chain=channels_with_chain,
+            channels_with_seed=channels_with_seed,
        )
-        seed_versions = [seed_version] if seed_version else []
-        async with self._cursor() as cur:
-            await cur.execute(
-                SELECT_DELTA_STAGE2_SQL,
-                (
-                    thread_id,
-                    checkpoint_ns,
-                    channel,
-                    chain_cids,
-                    thread_id,
-                    checkpoint_ns,
-                    channel,
-                    seed_versions,
-                ),
-            )
-            stage2_rows = await cur.fetchall()
-        return self._build_delta_channel_writes_history(
-            channel=channel,
-            chain_cids=chain_cids,
-            seed_version=seed_version,
+
+        if stage2_sql:
+            stage2_params: list[Any] = []
+            for ch in channels_with_chain:
+                stage2_params.extend([thread_id, checkpoint_ns, ch, chain_by_ch[ch]])
+            for ch in channels_with_seed:
+                stage2_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
+            async with self._cursor() as cur:
+                await cur.execute(stage2_sql, stage2_params)
+                stage2_rows = await cur.fetchall()
+        else:
+            stage2_rows = []
+
+        return self._build_delta_channels_writes_history(
+            channels=channels,
+            chain_by_ch=chain_by_ch,
+            seed_ver_by_ch=seed_ver_by_ch,
            stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
        )

@@ -2,23 +2,26 @@ from __future__ import annotations

 import random
 import warnings
-from collections.abc import Sequence
+from collections.abc import Mapping, Sequence
 from importlib.metadata import version as get_version
 from typing import Any, TypedDict, cast

 from langchain_core.runnables import RunnableConfig
 from langgraph.checkpoint.base import (
-    DELTA_SENTINEL,
    WRITES_IDX_MAP,
    BaseCheckpointSaver,
    ChannelVersions,
+    DeltaChannelHistory,
    PendingWrite,
-    _ChannelWritesHistory,
    get_checkpoint_id,
 )
 from langgraph.checkpoint.serde.types import TASKS
 from psycopg.types.json import Jsonb

+# Page size for stage-1 paged scan in `get_delta_channel_history`. Internal
+# constant — exposing this as a kwarg is left as a follow-up.
+_DELTA_PAGE_SIZE = 1024
+
 MetadataInput = dict[str, Any] | None

 try:
@@ -157,10 +160,11 @@ INSERT_CHECKPOINT_WRITES_SQL = """


 class _DeltaStage2Row(TypedDict, total=False):
-    """One row from `SELECT_DELTA_STAGE2_SQL` (a UNION ALL of writes and blobs)."""
+    """One row from `_build_delta_stage2_sql` (a UNION ALL of writes and blobs)."""

    _kind: str  # "w" or "b"
    checkpoint_id: str | None  # "w" rows only
+    channel: str | None  # set on both "w" and "b" rows
    type: str | None
    blob: bytes | None
    task_id: str | None  # "w" rows only
@@ -168,48 +172,126 @@ class _DeltaStage2Row(TypedDict, total=False):
    version: str | None  # "b" rows only


-# Two-stage DeltaChannel reconstruction.  Stage 1 scans checkpoint
-# metadata (no blob bytes) to walk the parent chain and locate the
-# nearest snapshot marker.  Stage 2 fetches only the chain-limited
-# writes and the single seed snapshot blob.
+# Multi-channel two-stage DeltaChannel reconstruction.
 #
-# Parameter order:
-#   stage1: (channel, channel, thread_id, checkpoint_ns)
-#   stage2: (thread_id, checkpoint_ns, channel, chain_cids[],
-#            thread_id, checkpoint_ns, channel, seed_versions[])
-
-SELECT_DELTA_STAGE1_SQL = """
-    SELECT checkpoint_id,
-           parent_checkpoint_id,
-           checkpoint -> 'channel_versions' ->> %s AS ver,
-           (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS has_snapshot
-    FROM checkpoints
-    WHERE thread_id = %s AND checkpoint_ns = %s
-"""
-
-SELECT_DELTA_STAGE2_SQL = """
-    SELECT 'w'::text AS _kind,
-           checkpoint_id,
-           type, blob, task_id, idx, NULL::text AS version
-    FROM checkpoint_writes
-    WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s
-      AND checkpoint_id = ANY(%s)
-    UNION ALL
-    SELECT 'b', NULL,
-           type, blob, NULL, NULL, version
-    FROM checkpoint_blobs
-    WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s
-      AND version = ANY(%s)
-"""
+# Stage 1 scans checkpoint metadata (no blob bytes) and emits one row per
+# checkpoint with K parallel JSONB key lookups (one column pair per
+# requested delta channel: ver_i / hs_i).  No subqueries, no aggregation.
+# Python walks the parent chain once across all channels.
+#
+# Stage 2 fetches all writes and the seed blobs for ALL channels in a
+# single roundtrip via `channel = ANY(%s)` and chain/seed-version
+# filtering.
+#
+# Empirical comparison vs an alternative "ship full channel_versions /
+# channel_values JSONB and let Python pick" form (1000 checkpoints,
+# 8 total channels in graph, 3 delta channels requested):
+#
+#   Postgres execution:    A=0.24ms vs B=0.38ms   (both negligible)
+#   End-to-end latency:    A=6.83ms vs B=2.28ms   (B is 3.0x faster)
+#   Wire payload:          A=836KB  vs B=330KB    (61% smaller)
+#   Buffer hits:           identical (167 blocks)
+#
+# B (this dynamic-columns design) wins because it avoids JSONB
+# serialization on the wire and JSONB-to-dict deserialization in
+# psycopg.  Even at K=8 (8 delta channels = 16 dynamic columns), B
+# still beats A end-to-end (4.2ms vs 6.8ms).


-class _DeltaStage1Row(TypedDict):
-    """One row from `SELECT_DELTA_STAGE1_SQL`."""
+def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
+    """Build stage 1 SQL with 2K parallel JSONB key lookups.

-    checkpoint_id: str
-    parent_checkpoint_id: str | None
-    ver: str | None
-    has_snapshot: bool
+    For channels=["messages", "files"] (with `paged=True`) the result is::
+
+        SELECT checkpoint_id, parent_checkpoint_id,
+               checkpoint -> 'channel_versions' ->> %s AS ver_0,
+               (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_0,
+               checkpoint -> 'channel_versions' ->> %s AS ver_1,
+               (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_1
+        FROM checkpoints
+        WHERE thread_id = %s AND checkpoint_ns = %s
+          AND (%s::text IS NULL OR checkpoint_id < %s)
+        ORDER BY checkpoint_id DESC
+        LIMIT %s
+
+    Channel names are passed as `%s` parameters (safe from SQL injection).
+    Only the column aliases `ver_i` / `hs_i` are interpolated into the
+    SQL string (i is bounded by len(channels) and uses safe identifiers).
+
+    Caller must extend params with `[ch_0, ch_0, ch_1, ch_1, ...,
+    thread_id, ns, cursor, cursor, page_size]` when `paged=True`.
+
+    When `paged=False`, the WHERE has no cursor predicate and there's no
+    LIMIT/ORDER BY — kept as a non-public helper for tests/diagnostics.
+    """
+    cols = []
+    for i in range(len(channels)):
+        cols.append(
+            f"checkpoint -> 'channel_versions' ->> %s AS ver_{i}, "
+            f"(checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_{i}"
+        )
+    sql = (
+        "SELECT checkpoint_id, parent_checkpoint_id, "
+        + ", ".join(cols)
+        + " FROM checkpoints WHERE thread_id = %s AND checkpoint_ns = %s"
+    )
+    if paged:
+        sql += (
+            " AND (%s::text IS NULL OR checkpoint_id < %s)"
+            " ORDER BY checkpoint_id DESC LIMIT %s"
+        )
+    return sql
+
+
+def _build_delta_stage2_sql(
+    *,
+    channels_with_chain: Sequence[str],
+    channels_with_seed: Sequence[str],
+) -> str:
+    """Build stage 2 SQL as a per-channel UNION ALL.
+
+    For each channel with a non-empty chain, emit one branch reading
+    `checkpoint_writes` for that specific channel + chain_cids. For each
+    channel with a seed_version, emit one branch reading `checkpoint_blobs`
+    for that channel + version. This avoids the over-fetch of the prior
+    `channel = ANY(channels) AND checkpoint_id = ANY(union)` form when
+    channels have different chain depths.
+
+    The caller must pass parameters in matching order:
+
+        for ch in channels_with_chain:
+            params += [thread_id, checkpoint_ns, ch, chain_cids[ch]]
+        for ch in channels_with_seed:
+            params += [thread_id, checkpoint_ns, ch, seed_version[ch]]
+
+    Returns an empty SQL string if both channel lists are empty (caller
+    must skip executing in that case).
+    """
+    branches: list[str] = []
+    for _ in channels_with_chain:
+        branches.append(
+            "SELECT 'w'::text AS _kind, "
+            "checkpoint_id, channel, "
+            "type, blob, task_id, idx, NULL::text AS version "
+            "FROM checkpoint_writes "
+            "WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s "
+            "AND checkpoint_id = ANY(%s)"
+        )
+    for _ in channels_with_seed:
+        branches.append(
+            "SELECT 'b'::text, NULL, channel, "
+            "type, blob, NULL, NULL, version "
+            "FROM checkpoint_blobs "
+            "WHERE thread_id = %s AND checkpoint_ns = %s AND channel = %s "
+            "AND version = %s"
+        )
+    return " UNION ALL ".join(branches)
+
+
+# Stage 1 rows are dynamic-shape dicts: {checkpoint_id, parent_checkpoint_id,
+# ver_0, hs_0, ver_1, hs_1, ...}.  Walking is parameterized by the channel
+# list to map indices back to channel names — no static TypedDict here.
+# `dict[str, Any]` is the practical signature.


 class BasePostgresSaver(BaseCheckpointSaver[str]):
@@ -255,86 +337,144 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
        }

    @staticmethod
-    def _walk_stage1(
-        stage1_rows: Sequence[_DeltaStage1Row],
-        target_id: str,
-    ) -> tuple[list[str], str | None]:
-        """Walk the parent chain from stage 1 metadata rows.
+    def _ingest_stage1_page(
+        stage1_rows: Sequence[Mapping[str, Any]],
+        channels: Sequence[str],
+        parent_of: dict[str, str | None],
+        ver_by_i_by_cid: list[dict[str, str | None]],
+        hs_by_i_by_cid: list[dict[str, bool]],
+    ) -> str | None:
+        """Fold one stage-1 page into the running walk-state mappings.

-        Returns (chain_cids, seed_version):
-          chain_cids: ancestor checkpoint IDs from target's parent down to
-                      the seed (or root), in newest-first order.
-          seed_version: the channel blob version at the nearest ancestor
-                        with has_snapshot=True, or None if pure delta.
+        Returns the oldest checkpoint_id seen on this page (smallest, since
+        pages come back DESC). Caller uses it as the cursor for the next
+        page (`AND checkpoint_id < cursor`).
        """
-        parent_of: dict[str, str | None] = {}
-        ver_of: dict[str, str | None] = {}
-        snapshot_of: dict[str, bool] = {}
+        oldest: str | None = None
        for r in stage1_rows:
-            cid = r["checkpoint_id"]
-            parent_of[cid] = r["parent_checkpoint_id"]
-            ver_of[cid] = r["ver"]
-            snapshot_of[cid] = r["has_snapshot"]
+            cid = cast(str, r["checkpoint_id"])
+            parent_of[cid] = cast("str | None", r["parent_checkpoint_id"])
+            for i in range(len(channels)):
+                ver_by_i_by_cid[i][cid] = cast("str | None", r.get(f"ver_{i}"))
+                hs_by_i_by_cid[i][cid] = bool(r.get(f"hs_{i}"))
+            # Rows are DESC; the last one is the smallest cid in the page.
+            oldest = cid
+        return oldest

-        chain_cids: list[str] = []
-        seed_version: str | None = None
-        cur_cid: str | None = parent_of.get(target_id)
-        while cur_cid is not None:
-            chain_cids.append(cur_cid)
-            if snapshot_of.get(cur_cid, False):
-                seed_version = ver_of.get(cur_cid)
-                break
-            cur_cid = parent_of.get(cur_cid)
-        return chain_cids, seed_version
+    @staticmethod
+    def _try_advance_walks(
+        target_id: str,
+        channels: Sequence[str],
+        parent_of: Mapping[str, str | None],
+        ver_by_i_by_cid: Sequence[Mapping[str, str | None]],
+        hs_by_i_by_cid: Sequence[Mapping[str, bool]],
+        chain_by_ch: dict[str, list[str]],
+        seed_ver_by_ch: dict[str, str | None],
+        walk_cursor_by_ch: dict[str, str | None],
+        seeded: set[str],
+    ) -> None:
+        """Advance each not-yet-seeded channel's walk as far as possible.

-    def _build_delta_channel_writes_history(
+        Uses the partial `parent_of` map accumulated so far. A walk stops
+        either because:
+          (a) it found a snapshot for its channel (channel becomes seeded),
+          (b) it reached a real root (parent_of[cid] is None — fully
+              materialized at this point), or
+          (c) the next ancestor cid isn't in `parent_of` yet (waiting for
+              a later page; the cursor stays put).
+
+        Mutates `chain_by_ch`, `seed_ver_by_ch`, `walk_cursor_by_ch`, and
+        `seeded` in place.
+        """
+        for i, ch in enumerate(channels):
+            if ch in seeded:
+                continue
+            # First-time entry: cursor starts at the target's parent.
+            if ch not in walk_cursor_by_ch:
+                walk_cursor_by_ch[ch] = parent_of.get(target_id)
+            cur_cid = walk_cursor_by_ch[ch]
+            ch_chain = chain_by_ch[ch]
+            hs_i = hs_by_i_by_cid[i]
+            ver_i = ver_by_i_by_cid[i]
+            while cur_cid is not None:
+                if cur_cid not in parent_of:
+                    # Need more pages to continue this walk.
+                    break
+                ch_chain.append(cur_cid)
+                if hs_i.get(cur_cid, False):
+                    seed_ver_by_ch[ch] = ver_i.get(cur_cid)
+                    seeded.add(ch)
+                    cur_cid = None
+                    break
+                cur_cid = parent_of[cur_cid]
+            walk_cursor_by_ch[ch] = cur_cid
+
+    def _build_delta_channels_writes_history(
        self,
        *,
-        channel: str,
-        chain_cids: list[str],
-        seed_version: str | None,
+        channels: Sequence[str],
+        chain_by_ch: Mapping[str, list[str]],
+        seed_ver_by_ch: Mapping[str, str | None],
        stage2_rows: Sequence[_DeltaStage2Row],
-    ) -> _ChannelWritesHistory:
-        """Reconstruct delta channel history from two-stage query results.
+    ) -> dict[str, DeltaChannelHistory]:
+        """Demux stage 2 rows per channel; produce per-channel histories.

-        chain_cids are in newest-first order (target's parent first).
-        stage2_rows contain only writes for chain_cids and the single
-        seed blob at seed_version.
+        stage2_rows carry `channel` on every row. We build per-channel
+        `writes_by_cid` and per-channel `seed_blob` dicts, then assemble
+        a `DeltaChannelHistory` per requested channel. The `seed` key is omitted
+        when the walk reached root with no snapshot found, or when the
+        seed blob is sentinel "empty" — in both cases the consumer treats
+        absence as "start empty".
        """
-        writes_by_cid: dict[str, list[tuple[str, bytes, str, int]]] = {}
-        seed_blob: tuple[str, bytes] | None = None
+        # writes_by_ch_by_cid[channel][cid] = list of (type, blob, task_id, idx)
+        writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
+            ch: {} for ch in channels
+        }
+        # seed_blob_by_ver[(channel, version)] = (type, blob)
+        seed_blob_by_ver: dict[tuple[str, str], tuple[str, bytes]] = {}

        for r in stage2_rows:
+            ch = cast(str, r["channel"])
            kind = r["_kind"]
            if kind == "w":
                cid = cast(str, r["checkpoint_id"])
-                writes_by_cid.setdefault(cid, []).append(
+                writes_by_ch_by_cid.setdefault(ch, {}).setdefault(cid, []).append(
                    cast(
                        "tuple[str, bytes, str, int]",
                        (r["type"], r["blob"], r["task_id"], r["idx"]),
                    )
                )
            else:  # kind == "b"
-                seed_blob = cast("tuple[str, bytes]", (r["type"], r["blob"]))
+                ver = cast(str, r["version"])
+                seed_blob_by_ver[(ch, ver)] = cast(
+                    "tuple[str, bytes]", (r["type"], r["blob"])
+                )

-        for ws in writes_by_cid.values():
-            ws.sort(key=lambda w: (w[2], w[3]), reverse=True)
+        # Sort writes per (channel, cid) newest-first by (task_id, idx)
+        for cid_map in writes_by_ch_by_cid.values():
+            for ws in cid_map.values():
+                ws.sort(key=lambda w: (w[2], w[3]), reverse=True)

-        if not chain_cids:
-            return _ChannelWritesHistory(seed=DELTA_SENTINEL, writes=[])
+        result: dict[str, DeltaChannelHistory] = {}
+        for ch in channels:
+            chain_cids = chain_by_ch.get(ch, [])
+            seed_version = seed_ver_by_ch.get(ch)

-        collected: list[PendingWrite] = []
-        for cid in chain_cids:
-            for type_tag, write_blob, task_id, _idx in writes_by_cid.get(cid, []):
-                val = self.serde.loads_typed((type_tag, write_blob))
-                collected.append((task_id, channel, val))
+            collected: list[PendingWrite] = []
+            cid_writes = writes_by_ch_by_cid.get(ch, {})
+            for cid in chain_cids:
+                for type_tag, write_blob, task_id, _idx in cid_writes.get(cid, []):
+                    val = self.serde.loads_typed((type_tag, write_blob))
+                    collected.append((task_id, ch, val))
+            collected.reverse()

-        seed: Any = DELTA_SENTINEL
-        if seed_blob is not None and seed_blob[0] != "empty":
-            seed = self.serde.loads_typed(seed_blob)
-
-        collected.reverse()
-        return _ChannelWritesHistory(seed=seed, writes=collected)
+            entry: DeltaChannelHistory = {"writes": collected}
+            if seed_version is not None:
+                blob = seed_blob_by_ver.get((ch, seed_version))
+                if blob is not None and blob[0] != "empty":
+                    entry["seed"] = self.serde.loads_typed(blob)
+            result[ch] = entry
+        return result

    def _dump_blobs(
        self,
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.0a3"
+version = "3.1.0a4"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"
@@ -12,7 +12,7 @@ readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
 dependencies = [
-  "langgraph-checkpoint>=4.1.0a3,<5.0.0",
+  "langgraph-checkpoint>=4.1.0a4,<5.0.0",
  "orjson>=3.11.5",
  "psycopg>=3.2.0",
  "psycopg-pool>=3.2.0",
@@ -1,6 +1,10 @@
 version = 1
 revision = 3
 requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version < '3.15'",
+]

 [[package]]
 name = "annotated-types"
@@ -240,10 +244,11 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.2.28"
+version = "1.3.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
+    { name = "langchain-protocol" },
    { name = "langsmith" },
    { name = "packaging" },
    { name = "pydantic" },
@@ -252,14 +257,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f8/a4/317a1a3ac1df33a64adb3670bf88bbe3b3d5baa274db6863a979db472897/langchain_core-1.2.28.tar.gz", hash = "sha256:271a3d8bd618f795fdeba112b0753980457fc90537c46a0c11998516a74dc2cb", size = 846119, upload-time = "2026-04-08T18:19:34.867Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a8/03/7219502e8ca728d65eb44d7a3eb60239230742a70dbfc9241b9bfd61c4ab/langchain_core-1.3.2.tar.gz", hash = "sha256:fd7a50b2f28ba561fd9d7f5d2760bc9e06cf00cdf820a3ccafe88a94ffa8d5b7", size = 911813, upload-time = "2026-04-24T15:49:23.699Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a8/92/32f785f077c7e898da97064f113c73fbd9ad55d1e2169cf3a391b183dedb/langchain_core-1.2.28-py3-none-any.whl", hash = "sha256:80764232581eaf8057bcefa71dbf8adc1f6a28d257ebd8b95ba9b8b452e8c6ac", size = 508727, upload-time = "2026-04-08T18:19:32.823Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/d5/8fa4431007cbb7cfed7590f4d6a5dea3ad724f4174d248f6642ef5ce7d05/langchain_core-1.3.2-py3-none-any.whl", hash = "sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274", size = 542390, upload-time = "2026-04-24T15:49:21.991Z" },
+]
+
+[[package]]
+name = "langchain-protocol"
+version = "0.0.15"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.0a3"
+version = "4.1.0a4"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -307,7 +324,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.0a3"
+version = "3.1.0a4"
 source = { editable = "." }
 dependencies = [
    { name = "langgraph-checkpoint" },
@@ -487,7 +504,7 @@ wheels = [

 [[package]]
 name = "mypy"
-version = "1.20.0"
+version = "1.20.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "librt", marker = "platform_python_implementation != 'PyPy'" },
@@ -496,51 +513,51 @@ dependencies = [
    { name = "tomli", marker = "python_full_version < '3.11'" },
    { name = "typing-extensions" },
 ]
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 [[package]]
@@ -0,0 +1,271 @@
+"""Smoke tests for `BaseCheckpointSaver.get_delta_channel_history` on sqlite.
+
+`SqliteSaver` (and `AsyncSqliteSaver`) deliberately don't override the
+default implementation in `BaseCheckpointSaver` — these tests pin the
+default impl to behave correctly end-to-end against a real persistent
+saver and a real `DeltaChannel`-backed graph.
+
+Scenarios covered:
+
+* Empty `channels` argument returns an empty mapping (no I/O).
+* On a non-trivial multi-checkpoint thread, per-channel writes come back
+  oldest→newest.
+* When the walk reaches the root without ever finding a stored value,
+  `seed` is omitted from the entry (consumer treats absence as "start
+  empty").
+* When a `_DeltaSnapshot` blob is present at an ancestor, it is returned
+  as the `seed`.
+* The async saver returns the same shape via `aget_delta_channel_history`.
+"""
+
+from __future__ import annotations
+
+import operator
+from typing import Annotated, Any
+
+import pytest
+from langchain_core.runnables import RunnableConfig
+
+# `langgraph` is not a dep of `langgraph-checkpoint-sqlite`. When tests run
+# in the sqlite lib's standalone CI environment without it installed, skip
+# the whole module rather than failing at import.
+pytest.importorskip("langgraph.channels.delta", reason="langgraph core not installed")
+pytest.importorskip("langgraph.graph", reason="langgraph core not installed")
+
+from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]  # noqa: E402,I001
+from langgraph.checkpoint.serde.types import _DeltaSnapshot  # noqa: E402
+from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]  # noqa: E402
+from typing_extensions import TypedDict  # noqa: E402
+
+from langgraph.checkpoint.sqlite import SqliteSaver  # noqa: E402
+from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver  # noqa: E402
+
+pytestmark = pytest.mark.anyio
+
+
+# ---------------------------------------------------------------------------
+# Graph helpers
+# ---------------------------------------------------------------------------
+
+
+def _noop(_state: Any) -> dict[str, Any]:
+    return {}
+
+
+class _DeltaState(TypedDict):
+    items: Annotated[list, DeltaChannel(operator.add)]
+
+
+def _delta_graph(checkpointer: Any) -> Any:
+    return (
+        StateGraph(_DeltaState)
+        .add_node("noop", _noop)
+        .add_edge(START, "noop")
+        .add_edge("noop", END)
+        .compile(checkpointer=checkpointer)
+    )
+
+
+def _drive(graph: Any, config: RunnableConfig, n: int) -> None:
+    for i in range(n):
+        graph.invoke({"items": [f"v{i}"]}, config)
+
+
+async def _adrive(graph: Any, config: RunnableConfig, n: int) -> None:
+    for i in range(n):
+        await graph.ainvoke({"items": [f"v{i}"]}, config)
+
+
+def _pick_non_root(saver: Any, config: RunnableConfig) -> RunnableConfig:
+    """Return a config pointing at a checkpoint that has at least one ancestor.
+
+    `get_delta_channel_history` walks the parent chain — calling it on the root
+    checkpoint produces `writes=[]` and no `seed`, which is uninteresting
+    for the multi-step assertions below.
+    """
+    history = list(saver.list(config))
+    assert history, "expected non-empty history"
+    # `list` yields newest→oldest; the second entry has the first entry
+    # as its parent, so its parent_config is non-None.
+    for tup in history:
+        if tup.parent_config is not None:
+            return tup.config
+    raise AssertionError("no checkpoint with a parent in history")
+
+
+async def _apick_non_root(saver: Any, config: RunnableConfig) -> RunnableConfig:
+    history = [tup async for tup in saver.alist(config)]
+    assert history, "expected non-empty history"
+    for tup in history:
+        if tup.parent_config is not None:
+            return tup.config
+    raise AssertionError("no checkpoint with a parent in history")
+
+
+# ---------------------------------------------------------------------------
+# Sync: SqliteSaver
+# ---------------------------------------------------------------------------
+
+
+def test_empty_channels_returns_empty_mapping_sync() -> None:
+    """Empty `channels` short-circuits to `{}` without touching storage."""
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "empty"}}
+        assert saver.get_delta_channel_history(config=config, channels=[]) == {}
+
+
+def test_writes_history_oldest_to_newest_sync() -> None:
+    """Per-channel writes accumulated across the walk come back oldest→newest."""
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "history-sync"}}
+        graph = _delta_graph(saver)
+        _drive(graph, config, 3)
+
+        target_cfg = _pick_non_root(saver, config)
+        result = saver.get_delta_channel_history(config=target_cfg, channels=["items"])
+
+        assert "items" in result
+        entry = result["items"]
+        assert isinstance(entry["writes"], list)
+
+        # If any writes were collected, their values should be in oldest→newest
+        # order — i.e. tagged 'v0', 'v1', ... matching invoke order.
+        write_values: list[Any] = []
+        for _task_id, channel, value in entry["writes"]:
+            assert channel == "items"
+            write_values.extend(value if isinstance(value, list) else [value])
+
+        # `_drive` invokes with payloads ['v0'], ['v1'], ['v2']. Whatever
+        # subset shows up in the chain must be a contiguous prefix in order.
+        for idx, val in enumerate(write_values):
+            assert val == f"v{idx}", (
+                f"writes not in oldest→newest order: {write_values}"
+            )
+
+
+def test_seed_present_when_snapshot_in_ancestor_sync() -> None:
+    """Inserting a `_DeltaSnapshot` blob at an ancestor → walk returns it as `seed`."""
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "seed-sync"}}
+        graph = _delta_graph(saver)
+        _drive(graph, config, 2)
+
+        # Find the oldest non-root checkpoint, then walk to its parent and
+        # rewrite that parent's `channel_values["items"]` to a real
+        # `_DeltaSnapshot`. After this surgery, calling `get_delta_channel_history`
+        # at the leaf must return the snapshot value as `seed`.
+        history = list(saver.list(config))
+        assert len(history) >= 2
+        leaf_tup = history[0]
+        # Walk to an ancestor with a parent_config (any non-root will do).
+        ancestor_tup = next(
+            (tup for tup in history if tup.parent_config is not None), None
+        )
+        assert ancestor_tup is not None
+        parent_cfg = ancestor_tup.parent_config
+        assert parent_cfg is not None
+        parent_tup = saver.get_tuple(parent_cfg)
+        assert parent_tup is not None
+
+        snapshot_value = ["seeded", "items"]
+        parent_tup.checkpoint["channel_values"]["items"] = _DeltaSnapshot(
+            snapshot_value
+        )
+        # Make sure the channel has a version so the optimized blob lookup
+        # in any future override has something to hit.
+        parent_tup.checkpoint["channel_versions"].setdefault("items", 1)
+        saver.put(
+            parent_tup.parent_config or {"configurable": parent_cfg["configurable"]},
+            parent_tup.checkpoint,
+            parent_tup.metadata,
+            {},
+        )
+
+        result = saver.get_delta_channel_history(
+            config=leaf_tup.config, channels=["items"]
+        )
+        entry = result["items"]
+        assert "seed" in entry, f"expected seed to be present, got {entry}"
+        seed = entry["seed"]
+        assert isinstance(seed, _DeltaSnapshot), (
+            f"expected _DeltaSnapshot, got {seed!r}"
+        )
+        assert seed.value == snapshot_value
+
+
+def test_seed_omitted_when_walk_reaches_root_sync() -> None:
+    """`get_delta_channel_history` on the root checkpoint → no `seed` key, no writes."""
+    with SqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "root-sync"}}
+        graph = _delta_graph(saver)
+        _drive(graph, config, 1)
+
+        history = list(saver.list(config))
+        # Root is the oldest checkpoint (no parent_config).
+        root_tup = history[-1]
+        assert root_tup.parent_config is None
+
+        result = saver.get_delta_channel_history(
+            config=root_tup.config, channels=["items"]
+        )
+        entry = result["items"]
+        assert "seed" not in entry, f"root-walk should have no seed, got {entry}"
+        assert entry["writes"] == []
+
+
+# ---------------------------------------------------------------------------
+# Async: AsyncSqliteSaver
+# ---------------------------------------------------------------------------
+
+
+async def test_empty_channels_returns_empty_mapping_async() -> None:
+    """Async equivalent of the empty-channels short-circuit."""
+    async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "empty-async"}}
+        assert await saver.aget_delta_channel_history(config=config, channels=[]) == {}
+
+
+async def test_writes_history_oldest_to_newest_async() -> None:
+    """Async equivalent of the oldest→newest ordering check."""
+    async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "history-async"}}
+        graph = _delta_graph(saver)
+        await _adrive(graph, config, 3)
+
+        target_cfg = await _apick_non_root(saver, config)
+        result = await saver.aget_delta_channel_history(
+            config=target_cfg, channels=["items"]
+        )
+
+        assert "items" in result
+        entry = result["items"]
+        assert isinstance(entry["writes"], list)
+
+        write_values: list[Any] = []
+        for _task_id, channel, value in entry["writes"]:
+            assert channel == "items"
+            write_values.extend(value if isinstance(value, list) else [value])
+
+        for idx, val in enumerate(write_values):
+            assert val == f"v{idx}", (
+                f"writes not in oldest→newest order: {write_values}"
+            )
+
+
+async def test_seed_omitted_when_walk_reaches_root_async() -> None:
+    """Async equivalent of the root-walk seed-absence check."""
+    async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
+        config: RunnableConfig = {"configurable": {"thread_id": "root-async"}}
+        graph = _delta_graph(saver)
+        await _adrive(graph, config, 1)
+
+        history = [tup async for tup in saver.alist(config)]
+        root_tup = history[-1]
+        assert root_tup.parent_config is None
+
+        result = await saver.aget_delta_channel_history(
+            config=root_tup.config, channels=["items"]
+        )
+        entry = result["items"]
+        assert "seed" not in entry, f"root-walk should have no seed, got {entry}"
+        assert entry["writes"] == []
@@ -1,6 +1,10 @@
 version = 1
 revision = 3
 requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version < '3.15'",
+]

 [[package]]
 name = "aiosqlite"
@@ -268,7 +272,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.0a3"
+version = "4.1.0a4"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -490,7 +494,7 @@ wheels = [

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+version = "1.20.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 ]

 [[package]]
@@ -13,14 +13,12 @@ from typing import (
 )

 from langchain_core.runnables import RunnableConfig
+from typing_extensions import NotRequired

 from langgraph.checkpoint.base.id import uuid6
 from langgraph.checkpoint.serde.base import SerializerProtocol, maybe_add_typed_methods
 from langgraph.checkpoint.serde.encrypted import EncryptedSerializer
 from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
-from langgraph.checkpoint.serde.types import (
-    DELTA_SENTINEL as DELTA_SENTINEL,
-)
 from langgraph.checkpoint.serde.types import (
    ERROR,
    INTERRUPT,
@@ -62,6 +60,16 @@ class CheckpointMetadata(TypedDict, total=False):
    """
    run_id: str
    """The ID of the run that created this checkpoint."""
+    delta_updates_since_snapshot: dict[str, int]
+    """Per-channel update count since the last `_DeltaSnapshot` was written.
+
+    Maps channel name → number of supersteps that wrote to this channel
+    since its last snapshot blob. Used by `pregel.create_checkpoint` to
+    decide when to write the next snapshot (when the count reaches the
+    channel's `snapshot_frequency`, snapshot fires and the count resets
+    to 0). Absent on threads that don't use delta channels. Version-format
+    independent — works for int, float, and string version schemes.
+    """


 ChannelVersions = dict[str, str | int | float]
@@ -124,28 +132,26 @@ class CheckpointTuple(NamedTuple):
    pending_writes: list[PendingWrite] | None = None


-class _ChannelWritesHistory(NamedTuple):
-    """Result of `BaseCheckpointSaver._get_channel_writes_history`.
+class DeltaChannelHistory(TypedDict):
+    """Per-channel result entry from `BaseCheckpointSaver.get_delta_channel_history`.

-    Storage-level view of what one channel wrote across the ancestor chain
-    of a target checkpoint:
+    Storage-level view of what one channel contributed across the ancestor
+    chain of a target checkpoint:

-      * `seed` — the nearest ancestor's stored blob value for this channel,
-        or `DELTA_SENTINEL` if the walk reached the root without finding a
-        stored value. A non-sentinel seed typically indicates a pre-delta
-        snapshot preserved across a channel-type migration (e.g.
-        `BinaryOperatorAggregate` storage extended under `DeltaChannel`).
-      * `writes` — on-path deltas oldest→newest, one `PendingWrite` per
-        step that wrote to this channel. Writes stored at the target
-        checkpoint itself are pending for the next super-step and are
-        excluded.
-
-    Experimental: method surface may change; the NamedTuple shape is the
-    contract.
+    * `writes` — on-path deltas oldest→newest as `PendingWrite` tuples.
+      Always present; possibly empty. Already filtered to one channel.
+      Writes stored at the target checkpoint itself are pending for the
+      next super-step and are excluded.
+    * `seed` — the stored value at the nearest ancestor whose
+      `channel_values[ch]` is populated. Omitted if the walk reached the
+      root without finding any stored value (consumer treats absence as
+      "start empty"). Typically a `_DeltaSnapshot` for delta channels with
+      finite snapshot frequency, or a plain value for threads migrated
+      from a pre-delta channel type.
    """

-    seed: Any
    writes: list[PendingWrite]
+    seed: NotRequired[Any]


 class BaseCheckpointSaver(Generic[V]):
@@ -486,103 +492,101 @@ class BaseCheckpointSaver(Generic[V]):
        """
        raise NotImplementedError

-    def _get_tuple_raw(self, config: RunnableConfig) -> CheckpointTuple | None:
-        """Pure storage read used by `_get_channel_writes_history`.
+    def get_delta_channel_history(
+        self, *, config: RunnableConfig, channels: Sequence[str]
+    ) -> Mapping[str, DeltaChannelHistory]:
+        """Walk the parent chain returning per-channel writes + seed.

-        Must return the same value as `get_tuple` but must NOT trigger channel
-        reconstruction; otherwise the channel-hydration path would re-enter
-        `_get_channel_writes_history`. Override only if `get_tuple` itself
-        performs channel hydration.
-        """
-        return self.get_tuple(config)
-
-    async def _aget_tuple_raw(self, config: RunnableConfig) -> CheckpointTuple | None:
-        """Async version of `_get_tuple_raw`. See docstring there."""
-        return await self.aget_tuple(config)
-
-    def _get_channel_writes_history(
-        self, config: RunnableConfig, channel: str
-    ) -> _ChannelWritesHistory:
-        """**Experimental.** Query one channel's writes along the parent chain.
-
-        Storage-level query, not channel semantics: returns `(seed, writes)`
-        reflecting what storage knows about a single channel across the
-        ancestor chain of the target checkpoint identified by `config`.
-
-        * `writes` — on-path deltas oldest→newest as `PendingWrite` tuples.
-          Writes stored at the target `checkpoint_id` itself are pending
-          for the next super-step and are excluded.
-        * `seed` — the nearest ancestor's stored blob value for this
-          channel; `DELTA_SENTINEL` if the walk reached the root without
-          finding a stored value. A non-sentinel seed typically indicates
-          a pre-delta snapshot preserved across a channel-type migration.
+        For each requested channel, walks ancestors of the checkpoint
+        identified by `config` (following `parent_config`) and accumulates
+        `pending_writes` for that channel. The walk terminates per-channel
+        at the nearest ancestor whose `channel_values[ch]` is populated;
+        that value is returned as `seed`. If the walk reaches the root
+        without finding a stored value, `seed` is omitted from that
+        channel's entry — the consumer treats the absence as "start
+        empty."

        Walks the **parent chain** (not `list(before=...)`): for forked
        threads, only on-path ancestors contribute.

-        Reference implementation walks `get_tuple` + `parent_config`,
-        inspecting each ancestor's `channel_values[channel]` for the seed
-        terminator. Savers with direct storage access (`InMemorySaver`,
+        The default implementation walks `get_tuple` + `parent_config`
+        once for all channels — each ancestor visited once, not once per
+        channel. Savers with direct storage access (`InMemorySaver`,
        `PostgresSaver`) override for performance; the return contract is
        fixed here.

-        Underscore-prefixed because the method surface is experimental.
-        """
-        collected: list[PendingWrite] = []  # newest first; reversed at the end
-        target_tuple = self._get_tuple_raw(config)
-        cursor_config: RunnableConfig | None = (
-            target_tuple.parent_config if target_tuple else None
-        )
-        while cursor_config is not None:
-            tup = self._get_tuple_raw(cursor_config)
-            if tup is None:
-                break
-            # Collect this ancestor's writes FIRST — they encode the
-            # transition from this ancestor's state to its child's, so
-            # they must be included whether or not this ancestor is the
-            # seed terminator.
-            if tup.pending_writes:
-                # Within a superstep, pending_writes are oldest→newest;
-                # reverse to scan newest-first.
-                for write in reversed(tup.pending_writes):
-                    if write[1] != channel:
-                        continue
-                    collected.append(write)
-            # Seed terminator: any non-sentinel blob on an ancestor
-            # establishes the reconstruction base. Stop here.
-            ancestor_value = tup.checkpoint["channel_values"].get(channel)
-            if ancestor_value is not None and ancestor_value is not DELTA_SENTINEL:
-                collected.reverse()
-                return _ChannelWritesHistory(seed=ancestor_value, writes=collected)
-            cursor_config = tup.parent_config
-        collected.reverse()
-        return _ChannelWritesHistory(seed=DELTA_SENTINEL, writes=collected)
+        Args:
+            config: Configuration identifying the target checkpoint.
+            channels: Channel names to walk for. Empty → empty mapping.

-    async def _aget_channel_writes_history(
-        self, config: RunnableConfig, channel: str
-    ) -> _ChannelWritesHistory:
-        """Async version of `_get_channel_writes_history`. See docstring there."""
-        collected: list[PendingWrite] = []
-        target_tuple = await self._aget_tuple_raw(config)
+        Returns:
+            Per-channel `DeltaChannelHistory` for every name in `channels`.
+        """
+        if not channels:
+            return {}
+        collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
+        seed_by_ch: dict[str, Any] = {}
+        remaining: set[str] = set(channels)
+        target_tuple = self.get_tuple(config)
        cursor_config: RunnableConfig | None = (
            target_tuple.parent_config if target_tuple else None
        )
-        while cursor_config is not None:
-            tup = await self._aget_tuple_raw(cursor_config)
+        while cursor_config is not None and remaining:
+            tup = self.get_tuple(cursor_config)
            if tup is None:
                break
            if tup.pending_writes:
                for write in reversed(tup.pending_writes):
-                    if write[1] != channel:
-                        continue
-                    collected.append(write)
-            ancestor_value = tup.checkpoint["channel_values"].get(channel)
-            if ancestor_value is not None and ancestor_value is not DELTA_SENTINEL:
-                collected.reverse()
-                return _ChannelWritesHistory(seed=ancestor_value, writes=collected)
+                    ch = write[1]
+                    if ch in remaining:
+                        collected_by_ch[ch].append(write)
+            for ch in list(remaining):
+                if ch in tup.checkpoint["channel_values"]:
+                    seed_by_ch[ch] = tup.checkpoint["channel_values"][ch]
+                    remaining.discard(ch)
            cursor_config = tup.parent_config
-        collected.reverse()
-        return _ChannelWritesHistory(seed=DELTA_SENTINEL, writes=collected)
+        result: dict[str, DeltaChannelHistory] = {}
+        for ch in channels:
+            entry: DeltaChannelHistory = {"writes": list(reversed(collected_by_ch[ch]))}
+            if ch in seed_by_ch:
+                entry["seed"] = seed_by_ch[ch]
+            result[ch] = entry
+        return result
+
+    async def aget_delta_channel_history(
+        self, *, config: RunnableConfig, channels: Sequence[str]
+    ) -> Mapping[str, DeltaChannelHistory]:
+        """Async version of `get_delta_channel_history`."""
+        if not channels:
+            return {}
+        collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
+        seed_by_ch: dict[str, Any] = {}
+        remaining: set[str] = set(channels)
+        target_tuple = await self.aget_tuple(config)
+        cursor_config: RunnableConfig | None = (
+            target_tuple.parent_config if target_tuple else None
+        )
+        while cursor_config is not None and remaining:
+            tup = await self.aget_tuple(cursor_config)
+            if tup is None:
+                break
+            if tup.pending_writes:
+                for write in reversed(tup.pending_writes):
+                    ch = write[1]
+                    if ch in remaining:
+                        collected_by_ch[ch].append(write)
+            for ch in list(remaining):
+                if ch in tup.checkpoint["channel_values"]:
+                    seed_by_ch[ch] = tup.checkpoint["channel_values"][ch]
+                    remaining.discard(ch)
+            cursor_config = tup.parent_config
+        result: dict[str, DeltaChannelHistory] = {}
+        for ch in channels:
+            entry: DeltaChannelHistory = {"writes": list(reversed(collected_by_ch[ch]))}
+            if ch in seed_by_ch:
+                entry["seed"] = seed_by_ch[ch]
+            result[ch] = entry
+        return result

    def get_next_version(self, current: V | None, channel: None) -> V:
        """Generate the next version ID for a channel.
@@ -6,7 +6,7 @@ import pickle
 import random
 import shutil
 from collections import defaultdict
-from collections.abc import AsyncIterator, Iterator, Sequence
+from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
 from contextlib import AbstractAsyncContextManager, AbstractContextManager, ExitStack
 from types import TracebackType
 from typing import Any
@@ -14,20 +14,18 @@ from typing import Any
 from langchain_core.runnables import RunnableConfig

 from langgraph.checkpoint.base import (
-    DELTA_SENTINEL,
    WRITES_IDX_MAP,
    BaseCheckpointSaver,
    ChannelVersions,
    Checkpoint,
    CheckpointMetadata,
    CheckpointTuple,
+    DeltaChannelHistory,
    PendingWrite,
    SerializerProtocol,
-    _ChannelWritesHistory,
    get_checkpoint_id,
    get_checkpoint_metadata,
 )
-from langgraph.checkpoint.serde.types import _DeltaSnapshot

 logger = logging.getLogger(__name__)

@@ -141,17 +139,31 @@ class InMemorySaver(
            result[k] = self.serde.loads_typed(vv)
        return result

-    def _get_channel_writes_history(
-        self, config: RunnableConfig, channel: str
-    ) -> _ChannelWritesHistory:
+    def get_delta_channel_history(
+        self, *, config: RunnableConfig, channels: Sequence[str]
+    ) -> Mapping[str, DeltaChannelHistory]:
+        """Override: walk the parent chain ONCE for all requested channels.
+
+        Each channel terminates independently at the nearest ancestor
+        whose stored blob is non-empty. Other channels keep walking until
+        they find their own terminator or hit the root.
+
+        Pre-delta plain-value blobs subsume their ancestor's pending
+        writes (the value already includes them); `_DeltaSnapshot` blobs
+        do not (snapshot is the value AT that ancestor, prior to its own
+        pending writes that produce the child).
+        """
+        if not channels:
+            return {}
+        # Imported lazily to avoid a hard checkpoint→serde-types coupling at
+        # module import; only this override needs the runtime check.
+        from langgraph.checkpoint.serde.types import _DeltaSnapshot
+
        thread_id = config["configurable"]["thread_id"]
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
        checkpoint_id = config["configurable"].get("checkpoint_id", "")
        ns_storage = self.storage.get(thread_id, {}).get(checkpoint_ns, {})
-        # Walk the parent chain newest→oldest. Skip the target itself —
-        # writes stored AT `checkpoint_id` are pending for the next step
-        # (pregel applies them via `apply_writes`; they aren't part of the
-        # snapshot value AT `checkpoint_id`).
+
        chain: list[str] = []
        target_entry = ns_storage.get(checkpoint_id)
        current: str | None = target_entry[2] if target_entry is not None else None
@@ -162,77 +174,64 @@ class InMemorySaver(
            chain.append(current)
            _, _, parent = entry
            current = parent
-        # Scan newest→oldest. A pre-delta blob on an ancestor terminates the
-        # walk and is bound as `seed`; without this, a thread migrated from
-        # pre-delta storage would replay ancestor writes all the way to the
-        # root AND miss any value that lived only in the old blob (e.g. from
-        # `update_state`).
-        #
-        # At each ancestor, check the blob BEFORE processing its pending
-        # writes: a pre-delta blob represents the state AT that ancestor,
-        # which already subsumes any writes stored under it. Processing
-        # those writes first would fold them into the reconstructed value
-        # twice (once via the blob, once via replay).
-        collected: list[PendingWrite] = []  # newest first
-        for cp_id in chain:  # newest → oldest
+
+        collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
+        seed_by_ch: dict[str, Any] = {}
+        remaining: set[str] = set(channels)
+
+        for cp_id in chain:
+            if not remaining:
+                break
            entry = ns_storage.get(cp_id)
-            if entry is not None:
-                ckpt = self.serde.loads_typed(entry[0])
-                ver = ckpt.get("channel_versions", {}).get(channel)
-                if ver is not None:
-                    blob_entry = self.blobs.get(
-                        (thread_id, checkpoint_ns, channel, ver)
-                    )
-                    if blob_entry is not None and blob_entry[0] != "empty":
-                        blob_value = self.serde.loads_typed(blob_entry)
-                        if blob_value is not DELTA_SENTINEL:
-                            if isinstance(blob_value, _DeltaSnapshot):
-                                # Step-based snapshot: the blob is state AT this
-                                # ancestor, but the ancestor's pending_writes
-                                # encode the NEXT step's transition and are NOT
-                                # subsumed by the snapshot — collect them first.
-                                step_writes = self.writes.get(
-                                    (thread_id, checkpoint_ns, cp_id), {}
-                                )
-                                for (_task_id, _idx), (
-                                    tid,
-                                    ch,
-                                    serialized,
-                                    _,
-                                ) in sorted(step_writes.items(), reverse=True):
-                                    if ch != channel:
-                                        continue
-                                    collected.append(
-                                        (tid, ch, self.serde.loads_typed(serialized))
-                                    )
-                                collected.reverse()
-                                return _ChannelWritesHistory(
-                                    seed=blob_value, writes=collected
-                                )
-                            # Pre-delta blob: state AT this ancestor already
-                            # subsumes its pending_writes — skip them.
-                            collected.reverse()
-                            return _ChannelWritesHistory(
-                                seed=blob_value, writes=collected
-                            )
+            ckpt = self.serde.loads_typed(entry[0]) if entry is not None else None
+
+            terminated_here: set[str] = set()
+            blob_value_by_ch: dict[str, Any] = {}
+            if ckpt is not None:
+                versions = ckpt.get("channel_versions", {})
+                for ch in remaining:
+                    ver = versions.get(ch)
+                    if ver is None:
+                        continue
+                    blob_entry = self.blobs.get((thread_id, checkpoint_ns, ch, ver))
+                    if blob_entry is None or blob_entry[0] == "empty":
+                        continue
+                    blob_value_by_ch[ch] = self.serde.loads_typed(blob_entry)
+                    terminated_here.add(ch)

            step_writes = self.writes.get((thread_id, checkpoint_ns, cp_id), {})
-            # Within a superstep, sorted by (task_id, idx) = oldest → newest;
-            # reverse for newest-first scan.
            for (_task_id, _idx), (tid, ch, serialized, _) in sorted(
                step_writes.items(), reverse=True
            ):
-                if ch != channel:
+                if ch not in remaining:
                    continue
-                val = self.serde.loads_typed(serialized)
-                collected.append((tid, ch, val))
-        collected.reverse()
-        return _ChannelWritesHistory(seed=DELTA_SENTINEL, writes=collected)
+                blob_value = blob_value_by_ch.get(ch)
+                if blob_value is not None and not isinstance(
+                    blob_value, _DeltaSnapshot
+                ):
+                    continue
+                collected_by_ch[ch].append(
+                    (tid, ch, self.serde.loads_typed(serialized))
+                )

-    async def _aget_channel_writes_history(
-        self, config: RunnableConfig, channel: str
-    ) -> _ChannelWritesHistory:
-        return self._get_channel_writes_history(config, channel)
+            for ch in terminated_here:
+                seed_by_ch[ch] = blob_value_by_ch[ch]
+                remaining.discard(ch)
+
+        result: dict[str, DeltaChannelHistory] = {}
+        for ch in channels:
+            entry_h: DeltaChannelHistory = {
+                "writes": list(reversed(collected_by_ch[ch]))
+            }
+            if ch in seed_by_ch:
+                entry_h["seed"] = seed_by_ch[ch]
+            result[ch] = entry_h
+        return result
+
+    async def aget_delta_channel_history(
+        self, *, config: RunnableConfig, channels: Sequence[str]
+    ) -> Mapping[str, DeltaChannelHistory]:
+        return self.get_delta_channel_history(config=config, channels=channels)

    def get_tuple(self, config: RunnableConfig) -> CheckpointTuple | None:
        """Get a checkpoint tuple from the in-memory storage.
@@ -452,9 +451,7 @@ class InMemorySaver(
        values: dict[str, Any] = c.pop("channel_values")  # type: ignore[misc]
        for k, v in new_versions.items():
            self.blobs[(thread_id, checkpoint_ns, k, v)] = (
-                self.serde.dumps_typed(values[k])
-                if k in values and values[k] is not DELTA_SENTINEL
-                else ("empty", b"")
+                self.serde.dumps_typed(values[k]) if k in values else ("empty", b"")
            )
        self.storage[thread_id][checkpoint_ns].update(
            {
@@ -16,28 +16,13 @@ RESUME = "__resume__"
 TASKS = "__pregel_tasks"


-class _DeltaSentinel:
-    """In-memory marker for a DeltaChannel field with no snapshot.
-
-    Never serialized to storage — checkpointers strip it before writing.
-    Compare with `is DELTA_SENTINEL`; always the same module-level instance.
-    """
-
-    __slots__ = ()
-
-    def __repr__(self) -> str:
-        return "DELTA_SENTINEL"
-
-
-DELTA_SENTINEL = _DeltaSentinel()
-
-
 class _DeltaSnapshot(NamedTuple):
    """Snapshot blob for a DeltaChannel with finite snapshot_frequency.

    Stored in checkpoint_blobs via the `EXT_DELTA_SNAPSHOT` msgpack ext code.
-    The ancestor walk in `_get_channel_writes_history` terminates when it
-    encounters this type (any non-sentinel blob stops the walk).
+    The ancestor walk in `BaseCheckpointSaver.get_delta_channel_history` terminates
+    when it encounters this type (any non-empty channel_values entry stops
+    the walk for that channel).

    `from_checkpoint` reconstructs the channel value directly from `.value`
    without replaying writes — the snapshot IS the accumulated state.
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-checkpoint"
-version = "4.1.0a3"
+version = "4.1.0a4"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 authors = []
 requires-python = ">=3.10"
@@ -6,7 +6,6 @@ from langchain_core.runnables import RunnableConfig
 from pydantic import BaseModel

 from langgraph.checkpoint.base import (
-    DELTA_SENTINEL,
    Checkpoint,
    CheckpointMetadata,
    create_checkpoint,
@@ -335,9 +334,14 @@ class TestInMemorySaverDeltaChannel:
        assert channel not in result

    def test_get_channel_writes_collects_ancestor_writes_only(self) -> None:
-        """_get_channel_writes_history collects ancestor writes oldest→newest,
-        and excludes writes stored at the target checkpoint itself (those are
-        pending writes for the next step, applied separately by pregel)."""
+        """`get_delta_channel_history` collects ancestor writes oldest→newest, and
+        excludes writes stored at the target checkpoint itself (those are
+        pending writes for the next step, applied separately by pregel).
+
+        When the walk reaches the root without finding any stored value for
+        the channel, the per-channel entry has no `seed` key (TypedDict
+        absence indicates "start empty").
+        """
        saver = InMemorySaver()
        serde = JsonPlusSerializer()

@@ -375,9 +379,12 @@ class TestInMemorySaverDeltaChannel:
                "checkpoint_id": "cp2",
            }
        }
-        result = saver._get_channel_writes_history(config, channel)
-        assert result.seed is DELTA_SENTINEL
-        values = [v for _, _, v in result.writes]
+        result = saver.get_delta_channel_history(config=config, channels=[channel])[
+            channel
+        ]
+        # Walk reached the root without finding a stored value → no `seed` key.
+        assert "seed" not in result
+        values = [v for _, _, v in result["writes"]]
        assert values == [{"content": "hi"}]

    def test_get_channel_writes_at_root_returns_empty(self) -> None:
@@ -405,15 +412,18 @@ class TestInMemorySaverDeltaChannel:
                "checkpoint_id": "cp1",
            }
        }
-        result = saver._get_channel_writes_history(config, channel)
-        assert result.seed is DELTA_SENTINEL
-        assert result.writes == []
+        result = saver.get_delta_channel_history(config=config, channels=[channel])[
+            channel
+        ]
+        # No ancestors → no seed found, no writes accumulated.
+        assert "seed" not in result
+        assert result["writes"] == []


 class TestBaseFallbackGetChannelWrites:
-    """Exercises the `BaseCheckpointSaver._get_channel_writes_history` default
+    """Exercises the `BaseCheckpointSaver.get_delta_channel_history` default
    implementation — the path third-party savers inherit when they don't
-    override `_get_channel_writes_history` themselves.
+    override `get_delta_channel_history` themselves.

    Regression guard for a bug where the fallback passed the caller's config
    (with `checkpoint_id`) straight to `self.list()`, which most savers
@@ -429,11 +439,11 @@ class TestBaseFallbackGetChannelWrites:
        """

        class _ThirdPartyStyleSaver(InMemorySaver):
-            _get_channel_writes_history = (
-                InMemorySaver.__mro__[1]._get_channel_writes_history  # type: ignore[attr-defined]
+            get_delta_channel_history = (
+                InMemorySaver.__mro__[1].get_delta_channel_history  # type: ignore[attr-defined]
            )
-            _aget_channel_writes_history = (
-                InMemorySaver.__mro__[1]._aget_channel_writes_history  # type: ignore[attr-defined]
+            aget_delta_channel_history = (
+                InMemorySaver.__mro__[1].aget_delta_channel_history  # type: ignore[attr-defined]
            )

        saver = _ThirdPartyStyleSaver()
@@ -477,10 +487,13 @@ class TestBaseFallbackGetChannelWrites:
            }
        }

-        result = saver._get_channel_writes_history(config, "messages")
+        result = saver.get_delta_channel_history(config=config, channels=["messages"])[
+            "messages"
+        ]

-        assert result.seed is DELTA_SENTINEL
-        values = [v for _, _, v in result.writes]
+        # Walk reached root without a stored value → `seed` key absent.
+        assert "seed" not in result
+        values = [v for _, _, v in result["writes"]]
        assert values == [{"content": "first"}, {"content": "second"}]

    async def test_async_fallback_returns_ancestor_writes_oldest_first(self) -> None:
@@ -494,17 +507,19 @@ class TestBaseFallbackGetChannelWrites:
            }
        }

-        result = await saver._aget_channel_writes_history(config, "messages")
+        result = (
+            await saver.aget_delta_channel_history(config=config, channels=["messages"])
+        )["messages"]

-        assert result.seed is DELTA_SENTINEL
-        values = [v for _, _, v in result.writes]
+        assert "seed" not in result
+        values = [v for _, _, v in result["writes"]]
        assert values == [{"content": "first"}, {"content": "second"}]

    async def test_async_fallback_concurrent_tasks_do_not_interfere(self) -> None:
        """Regression: the re-entrancy guard must be task-local, not thread-local.

-        Two concurrent `_aget_channel_writes_history` calls on the same
-        event-loop thread must each see their full reconstructed writes. A
+        Two concurrent `aget_delta_channel_history` calls on the same event-loop
+        thread must each see their full reconstructed writes. A
        `threading.local()` guard would let whichever task set it first
        short-circuit the other to `writes=[]`.
        """
@@ -533,27 +548,32 @@ class TestBaseFallbackGetChannelWrites:
        }

        results = await asyncio.gather(
-            saver._aget_channel_writes_history(config, "messages"),
-            saver._aget_channel_writes_history(config, "messages"),
+            saver.aget_delta_channel_history(config=config, channels=["messages"]),
+            saver.aget_delta_channel_history(config=config, channels=["messages"]),
        )

        expected_values = [{"content": "first"}, {"content": "second"}]
-        for result in results:
-            assert result.seed is DELTA_SENTINEL
-            values = [v for _, _, v in result.writes]
+        for result_map in results:
+            result = result_map["messages"]
+            assert "seed" not in result
+            values = [v for _, _, v in result["writes"]]
            assert values == expected_values


 class TestPreDeltaBlobTerminator:
    """Verify the pre-delta blob terminator: when the ancestor walk hits a
-    checkpoint whose blob for the channel is a real value (not
-    DELTA_SENTINEL), reconstruction seeds from it and stops. This guards
+    checkpoint whose blob for the channel is a real value, reconstruction
+    seeds from it and stops. This guards

      * back-compat: a thread written by pre-delta code, then extended under
        delta — reconstruction must return the correct value without walking
        past the last pre-delta ancestor;
      * perf: without the terminator, every reconstruct-after-migration would
        walk all the way to the thread root.
+
+    Under the new public API a found seed populates `seed` in the
+    `DeltaChannelHistory` TypedDict; absence of the `seed` key means the walk
+    reached root without finding a stored value.
    """

    def _build_mixed_thread(self) -> tuple[InMemorySaver, str, str, str, str]:
@@ -625,14 +645,16 @@ class TestPreDeltaBlobTerminator:
            }
        }

-        result = saver._get_channel_writes_history(config, channel)
+        result = saver.get_delta_channel_history(config=config, channels=[channel])[
+            channel
+        ]

        # Seed came from the pre-delta blob at cp1.
-        assert result.seed == ["A"]
+        assert result["seed"] == ["A"]
        # Delta-era writes from cp2 replay through the reducer on top of seed.
        # cp3 is the target — its own write is pending for the NEXT step and
        # must be excluded.
-        values = [v for _, _, v in result.writes]
+        values = [v for _, _, v in result["writes"]]
        assert values == ["B"]

    def test_pre_delta_blob_terminates_walk_before_older_writes(self) -> None:
@@ -647,9 +669,11 @@ class TestPreDeltaBlobTerminator:
            }
        }

-        result = saver._get_channel_writes_history(config, channel)
+        result = saver.get_delta_channel_history(config=config, channels=[channel])[
+            channel
+        ]

-        values = [v for _, _, v in result.writes]
+        values = [v for _, _, v in result["writes"]]
        # The pre-delta write under cp1 must not appear (the blob subsumes it).
        assert "PRE-DELTA-WRITE" not in values
        # And the pending write at the target is never folded in.
@@ -286,7 +286,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.0a3"
+version = "4.1.0a4"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -21,25 +21,25 @@
    "test:all": "yarn test && yarn test:int && yarn lint:langgraph"
  },
  "dependencies": {
-    "@langchain/core": "^1.1.38",
-    "@langchain/langgraph": "^1.2.6"
+    "@langchain/core": "^1.1.42",
+    "@langchain/langgraph": "^1.2.9"
  },
  "devDependencies": {
    "@eslint/eslintrc": "^3.3.5",
    "@eslint/js": "^10.0.1",
    "@tsconfig/recommended": "^1.0.13",
    "@types/jest": "^30.0.0",
-    "@typescript-eslint/eslint-plugin": "^8.58.0",
-    "@typescript-eslint/parser": "^8.58.0",
-    "dotenv": "^17.3.1",
-    "eslint": "^10.1.0",
+    "@typescript-eslint/eslint-plugin": "^8.59.1",
+    "@typescript-eslint/parser": "^8.59.1",
+    "dotenv": "^17.4.2",
+    "eslint": "^10.2.1",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.32.0",
    "eslint-plugin-no-instanceof": "^1.0.1",
    "eslint-plugin-prettier": "^5.5.5",
    "jest": "^30.3.0",
-    "prettier": "^3.8.1",
-    "ts-jest": "^29.4.6",
+    "prettier": "^3.8.3",
+    "ts-jest": "^29.4.9",
    "typescript": "^5.9.3"
  }
 }
@@ -474,26 +474,26 @@
  resolved "https://registry.yarnpkg.com/@eslint-community/regexpp/-/regexpp-4.12.2.tgz#bccdf615bcf7b6e8db830ec0b8d21c9a25de597b"
  integrity sha512-EriSTlt5OC9/7SXkRSCAhfSxxoSUgBm33OH+IkwbdpgoqsSsUg7y3uh+IICI/Qg4BBWr3U2i39RpmycbxMq4ew==

-"@eslint/config-array@^0.23.3":
-  version "0.23.3"
-  resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.3.tgz#3f4a93dd546169c09130cbd10f2415b13a20a219"
-  integrity sha512-j+eEWmB6YYLwcNOdlwQ6L2OsptI/LO6lNBuLIqe5R7RetD658HLoF+Mn7LzYmAWWNNzdC6cqP+L6r8ujeYXWLw==
+"@eslint/config-array@^0.23.5":
+  version "0.23.5"
+  resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.5.tgz#56e86d243049195d8acc0c06a1b3dfdc3fa3de95"
+  integrity sha512-Y3kKLvC1dvTOT+oGlqNQ1XLqK6D1HU2YXPc52NmAlJZbMMWDzGYXMiPRJ8TYD39muD/OTjlZmNJ4ib7dvSrMBA==
  dependencies:
-    "@eslint/object-schema" "^3.0.3"
+    "@eslint/object-schema" "^3.0.5"
    debug "^4.3.1"
    minimatch "^10.2.4"

-"@eslint/config-helpers@^0.5.3":
-  version "0.5.3"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.3.tgz#721fe6bbb90d74b0c80d6ff2428e5bbcb002becb"
-  integrity sha512-lzGN0onllOZCGroKJmRwY6QcEHxbjBw1gwB8SgRSqK8YbbtEXMvKynsXc3553ckIEBxsbMBU7oOZXKIPGZNeZw==
+"@eslint/config-helpers@^0.5.5":
+  version "0.5.5"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.5.tgz#ae16134e4792ac5fbdc533548a24ac1ea9f7f3ae"
+  integrity sha512-eIJYKTCECbP/nsKaaruF6LW967mtbQbsw4JTtSVkUQc9MneSkbrgPJAbKl9nWr0ZeowV8BfsarBmPpBzGelA2w==
  dependencies:
-    "@eslint/core" "^1.1.1"
+    "@eslint/core" "^1.2.1"

-"@eslint/core@^1.1.1":
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.1.1.tgz#450f3d2be2d463ccd51119544092256b4e88df32"
-  integrity sha512-QUPblTtE51/7/Zhfv8BDwO0qkkzQL7P/aWWbqcf4xWLEYn1oKjdO0gglQBB4GAsu7u6wjijbCmzsUTy6mnk6oQ==
+"@eslint/core@^1.2.1":
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.2.1.tgz#c1da7cd1b82fa8787f98b5629fb811848a1b63ce"
+  integrity sha512-MwcE1P+AZ4C6DWlpin/OmOA54mmIZ/+xZuJiQd4SyB29oAJjN30UW9wkKNptW2ctp4cEsvhlLY/CsQ1uoHDloQ==
  dependencies:
    "@types/json-schema" "^7.0.15"

@@ -517,17 +517,17 @@
  resolved "https://registry.yarnpkg.com/@eslint/js/-/js-10.0.1.tgz#1e8a876f50117af8ab67e47d5ad94d38d6622583"
  integrity sha512-zeR9k5pd4gxjZ0abRoIaxdc7I3nDktoXZk2qOv9gCNWx3mVwEn32VRhyLaRsDiJjTs0xq/T8mfPtyuXu7GWBcA==

-"@eslint/object-schema@^3.0.3":
-  version "3.0.3"
-  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.3.tgz#5bf671e52e382e4adc47a9906f2699374637db6b"
-  integrity sha512-iM869Pugn9Nsxbh/YHRqYiqd23AmIbxJOcpUMOuWCVNdoQJ5ZtwL6h3t0bcZzJUlC3Dq9jCFCESBZnX0GTv7iQ==
+"@eslint/object-schema@^3.0.5":
+  version "3.0.5"
+  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.5.tgz#88e9bf4d11d2b19c082e78ebe7ce88724a5eb091"
+  integrity sha512-vqTaUEgxzm+YDSdElad6PiRoX4t8VGDjCtt05zn4nU810UIx/uNEV7/lZJ6KwFThKZOzOxzXy48da+No7HZaMw==

-"@eslint/plugin-kit@^0.6.1":
-  version "0.6.1"
-  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.6.1.tgz#eb9e6689b56ce8bc1855bb33090e63f3fc115e8e"
-  integrity sha512-iH1B076HoAshH1mLpHMgwdGeTs0CYwL0SPMkGuSebZrwBp16v415e9NZXg2jtrqPVQjf6IANe2Vtlr5KswtcZQ==
+"@eslint/plugin-kit@^0.7.1":
+  version "0.7.1"
+  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.1.tgz#c4125fd015eceeb09b793109fdbcd4dd0a02d346"
+  integrity sha512-rZAP3aVgB9ds9KOeUSL+zZ21hPmo8dh6fnIFwRQj5EAZl9gzR7wxYbYXYysAM8CTqGmUGyp2S4kUdV17MnGuWQ==
  dependencies:
-    "@eslint/core" "^1.1.1"
+    "@eslint/core" "^1.2.1"
    levn "^0.4.1"

 "@humanfs/core@^0.19.1":
@@ -890,10 +890,10 @@
    "@jridgewell/resolve-uri" "^3.1.0"
    "@jridgewell/sourcemap-codec" "^1.4.14"

-"@langchain/core@^1.1.38":
-  version "1.1.38"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.38.tgz#b5939b2e77af408771c9bb95bf56a5ad8183313e"
-  integrity sha512-C340wH1YL10CiVOFlEpQMp0zQE85/eBLKX/gi1Lv7shAyUmR3CQ0t/mXlCd5RsZa6ntAN1kDJnp64ArWey9XAA==
+"@langchain/core@^1.1.42":
+  version "1.1.42"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.42.tgz#607bfd34c1414c9cbeb2859fda1b254a14c28085"
+  integrity sha512-d0tN96BrwPMryYyWR9VfyAntSivn7EQrZCe5Kpxum93tcjTXbKKmKvItFec8AluQt88iTcmAJrahUZUNfzGwTA==
  dependencies:
    "@cfworker/json-schema" "^4.0.2"
    "@standard-schema/spec" "^1.1.0"
@@ -904,7 +904,6 @@
    langsmith ">=0.5.0 <1.0.0"
    mustache "^4.2.0"
    p-queue "^6.6.2"
-    uuid "^11.1.0"
    zod "^3.25.76 || ^4"

 "@langchain/langgraph-checkpoint@^1.0.1":
@@ -914,23 +913,23 @@
  dependencies:
    uuid "^10.0.0"

-"@langchain/langgraph-sdk@~1.8.1":
-  version "1.8.3"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.3.tgz#deedc9bddd863693c6ab5f3a74058548b040377d"
-  integrity sha512-Py0S5yVtlOHz410aEsSGLRKjtsK2giDvfPS1JjAjTdcs71khuJufFtUZFwmwdJCbsG4DaGurRLHOAJu9jO4a0g==
+"@langchain/langgraph-sdk@~1.8.9":
+  version "1.8.10"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.10.tgz#bd175cda1ab629845ef28b22b45f3bdd1f65b029"
+  integrity sha512-wrB3rkRw5KAmsqezwvKP3midT4qJrV6Hj9XJMYo+cbvXC4HYpSAmyY/VriSyeTFRbLG/OP/pY2Yz+9Z54nSaXQ==
  dependencies:
    "@types/json-schema" "^7.0.15"
    p-queue "^9.0.1"
    p-retry "^7.1.1"
    uuid "^13.0.0"

-"@langchain/langgraph@^1.2.6":
-  version "1.2.6"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.6.tgz#e6a578f96fbbc1c54ba78e0298884671dad5d195"
-  integrity sha512-5cX402dNGN6w9+0mlMU2dgUiKx6Y1tlENp7x05e9ByDbQCHSDc0kyqRWNFLGc7vatQ92S4ylxQrcCJvi8Fr4SQ==
+"@langchain/langgraph@^1.2.9":
+  version "1.2.9"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.9.tgz#4f0ba159062c3649c83cf5f621ef926b96933e32"
+  integrity sha512-3c7BtGycHC2v9p6w/Hv8L7kEl1YnZYOQTDJtmAp3knk6JOedO7d2bYP3y0SRyhv5orUEGf/KGvx8ZsB/ideP7g==
  dependencies:
    "@langchain/langgraph-checkpoint" "^1.0.1"
-    "@langchain/langgraph-sdk" "~1.8.1"
+    "@langchain/langgraph-sdk" "~1.8.9"
    "@standard-schema/spec" "1.1.0"
    uuid "^10.0.0"

@@ -1098,100 +1097,100 @@
  dependencies:
    "@types/yargs-parser" "*"

-"@typescript-eslint/eslint-plugin@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.58.0.tgz#ad40e492f1931f46da1bd888e52b9e56df9063aa"
-  integrity sha512-RLkVSiNuUP1C2ROIWfqX+YcUfLaSnxGE/8M+Y57lopVwg9VTYYfhuz15Yf1IzCKgZj6/rIbYTmJCUSqr76r0Wg==
+"@typescript-eslint/eslint-plugin@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.1.tgz#781bc6f9002982cfaf75a185240e24ad7276628a"
+  integrity sha512-BOziFIfE+6osHO9FoJG4zjoHUcvI7fTNBSpdAwrNH0/TLvzjsk2oo8XSSOT2HhqUyhZPfHv4UOffoJ9oEEQ7Ag==
  dependencies:
    "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.58.0"
-    "@typescript-eslint/type-utils" "8.58.0"
-    "@typescript-eslint/utils" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/scope-manager" "8.59.1"
+    "@typescript-eslint/type-utils" "8.59.1"
+    "@typescript-eslint/utils" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"
    ignore "^7.0.5"
    natural-compare "^1.4.0"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/parser@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.58.0.tgz#da04ece1967b6c2fe8f10c3473dabf3825795ef7"
-  integrity sha512-rLoGZIf9afaRBYsPUMtvkDWykwXwUPL60HebR4JgTI8mxfFe2cQTu3AGitANp4b9B2QlVru6WzjgB2IzJKiCSA==
+"@typescript-eslint/parser@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.1.tgz#835d20a62350659a082a1ae2a60b822c40488905"
+  integrity sha512-HDQH9O/47Dxi1ceDhBXdaldtf/WV9yRYMjbjCuNk3qnaTD564qwv61Y7+gTxwxRKzSrgO5uhtw584igXVuuZkA==
  dependencies:
-    "@typescript-eslint/scope-manager" "8.58.0"
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/typescript-estree" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/scope-manager" "8.59.1"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/typescript-estree" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"
    debug "^4.4.3"

-"@typescript-eslint/project-service@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.58.0.tgz#66ceda0aabf7427aec3e2713fa43eb278dead2aa"
-  integrity sha512-8Q/wBPWLQP1j16NxoPNIKpDZFMaxl7yWIoqXWYeWO+Bbd2mjgvoF0dxP2jKZg5+x49rgKdf7Ck473M8PC3V9lg==
+"@typescript-eslint/project-service@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.1.tgz#49efe87c37ef84262f23df8bf62fdc56698ca6fe"
+  integrity sha512-+MuHQlHiEr00Of/IQbE/MmEoi44znZHbR/Pz7Opq4HryUOlRi+/44dro9Ycy8Fyo+/024IWtw8m4JUMCGTYxDg==
  dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.58.0"
-    "@typescript-eslint/types" "^8.58.0"
+    "@typescript-eslint/tsconfig-utils" "^8.59.1"
+    "@typescript-eslint/types" "^8.59.1"
    debug "^4.4.3"

-"@typescript-eslint/scope-manager@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.58.0.tgz#e304142775e49a1b7ac3c8bf2536714447c72cab"
-  integrity sha512-W1Lur1oF50FxSnNdGp3Vs6P+yBRSmZiw4IIjEeYxd8UQJwhUF0gDgDD/W/Tgmh73mxgEU3qX0Bzdl/NGuSPEpQ==
+"@typescript-eslint/scope-manager@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.1.tgz#ed90d054fc3db2d0c81464db3a953a94fb85bb58"
+  integrity sha512-LwuHQI4pDOYVKvmH2dkaJo6YZCSgouVgnS/z7yBPKBMvgtBvyLqiLy9Z6b7+m/TRcX1NFYUqZetI5Y+aT4GEfg==
  dependencies:
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"

-"@typescript-eslint/tsconfig-utils@8.58.0", "@typescript-eslint/tsconfig-utils@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.58.0.tgz#c5a8edb21f31e0fdee565724e1b984171c559482"
-  integrity sha512-doNSZEVJsWEu4htiVC+PR6NpM+pa+a4ClH9INRWOWCUzMst/VA9c4gXq92F8GUD1rwhNvRLkgjfYtFXegXQF7A==
+"@typescript-eslint/tsconfig-utils@8.59.1", "@typescript-eslint/tsconfig-utils@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.1.tgz#ba2a779a444f1d5cb92a606f9b209d239fd4cab1"
+  integrity sha512-/0nEyPbX7gRsk0Uwfe4ALwwgxuA66d/l2mhRDNlAvaj4U3juhUtJNq0DsY8M2AYwwb9rEq2hrC3IcIcEt++iJA==

-"@typescript-eslint/type-utils@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.58.0.tgz#ce0e72cd967ffbbe8de322db6089bd4374be352f"
-  integrity sha512-aGsCQImkDIqMyx1u4PrVlbi/krmDsQUs4zAcCV6M7yPcPev+RqVlndsJy9kJ8TLihW9TZ0kbDAzctpLn5o+lOg==
+"@typescript-eslint/type-utils@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.1.tgz#9c83d3f2ed9187a815e8120f72c08317e513e409"
+  integrity sha512-klWPBR2ciQHS3f++ug/mVnWKPjBUo7icEL3FAO1lhAR1Z1i5NQYZ1EannMSRYcq5qCv5wNALlXr6fksRHyYl7w==
  dependencies:
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/typescript-estree" "8.58.0"
-    "@typescript-eslint/utils" "8.58.0"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/typescript-estree" "8.59.1"
+    "@typescript-eslint/utils" "8.59.1"
    debug "^4.4.3"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/types@8.58.0", "@typescript-eslint/types@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.58.0.tgz#e94ae7abdc1c6530e71183c1007b61fa93112a5a"
-  integrity sha512-O9CjxypDT89fbHxRfETNoAnHj/i6IpRK0CvbVN3qibxlLdo5p5hcLmUuCCrHMpxiWSwKyI8mCP7qRNYuOJ0Uww==
+"@typescript-eslint/types@8.59.1", "@typescript-eslint/types@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.1.tgz#c1d014d3f03a97e0113a8899fc9d4e45a7fb0ca9"
+  integrity sha512-ZDCjgccSdYPw5Bxh+my4Z0lJU96ZDN7jbBzvmEn0FZx3RtU1C7VWl6NbDx94bwY3V5YsgwRzJPOgeY2Q/nLG8A==

-"@typescript-eslint/typescript-estree@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.58.0.tgz#ed233faa8e2f2a2e1357c3e7d553d6465a0ee59a"
-  integrity sha512-7vv5UWbHqew/dvs+D3e1RvLv1v2eeZ9txRHPnEEBUgSNLx5ghdzjHa0sgLWYVKssH+lYmV0JaWdoubo0ncGYLA==
+"@typescript-eslint/typescript-estree@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.1.tgz#4391fadf98a22c869c5b6522dbf4e491e53e351a"
+  integrity sha512-OUd+vJS05sSkOip+BkZ/2NS8RMxrAAJemsC6vU3kmfLyeaJT0TftHkV9mcx2107MmsBVXXexhVu4F0TZXyMl4g==
  dependencies:
-    "@typescript-eslint/project-service" "8.58.0"
-    "@typescript-eslint/tsconfig-utils" "8.58.0"
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/project-service" "8.59.1"
+    "@typescript-eslint/tsconfig-utils" "8.59.1"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"
    debug "^4.4.3"
    minimatch "^10.2.2"
    semver "^7.7.3"
    tinyglobby "^0.2.15"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/utils@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.58.0.tgz#21a74a7963b0d288b719a4121c7dd555adaab3c3"
-  integrity sha512-RfeSqcFeHMHlAWzt4TBjWOAtoW9lnsAGiP3GbaX9uVgTYYrMbVnGONEfUCiSss+xMHFl+eHZiipmA8WkQ7FuNA==
+"@typescript-eslint/utils@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.1.tgz#cf6204d69701bbbc5b150f98c18aeef0a42c10bd"
+  integrity sha512-3pIeoXhCeYH9FSCBI8P3iNwJlGuzPlYKkTlen2O9T1DSeeg8UG8jstq6BLk+Mda0qup7mgk4z4XL4OzRaxZ8LA==
  dependencies:
    "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.58.0"
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/typescript-estree" "8.58.0"
+    "@typescript-eslint/scope-manager" "8.59.1"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/typescript-estree" "8.59.1"

-"@typescript-eslint/visitor-keys@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.58.0.tgz#2abd55a4be70fd55967aceaba4330b9ba9f45189"
-  integrity sha512-XJ9UD9+bbDo4a4epraTwG3TsNPeiB9aShrUneAVXy8q4LuwowN+qu89/6ByLMINqvIMeI9H9hOHQtg/ijrYXzQ==
+"@typescript-eslint/visitor-keys@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.1.tgz#b5cba576287a3eeb0b400b62813189abcc3f976a"
+  integrity sha512-LdDNl6C5iJExcM0Yh0PwAIBb9PrSiCsWamF/JyEZawm3kFDnRoaq3LGE4bpyRao/fWeGKKyw7icx0YxrLFC5Cg==
  dependencies:
-    "@typescript-eslint/types" "8.58.0"
+    "@typescript-eslint/types" "8.59.1"
    eslint-visitor-keys "^5.0.0"

 "@ungap/structured-clone@^1.3.0":
@@ -1909,10 +1908,10 @@ doctrine@^2.1.0:
  dependencies:
    esutils "^2.0.2"

-dotenv@^17.3.1:
-  version "17.3.1"
-  resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-17.3.1.tgz#2706f5b0165e45a1503348187b8468f87fe6aae2"
-  integrity sha512-IO8C/dzEb6O3F9/twg6ZLXz164a2fhTnEWb95H23Dm4OuN+92NmEAlTrupP9VW6Jm3sO26tQlqyvyi4CsnY9GA==
+dotenv@^17.4.2:
+  version "17.4.2"
+  resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-17.4.2.tgz#c07e54a746e11eba021dd9e1047ced5afdc1c034"
+  integrity sha512-nI4U3TottKAcAD9LLud4Cb7b2QztQMUEfHbvhTH09bqXTxnSie8WnjPALV/WMCrJZ6UV/qHJ6L03OqO3LcdYZw==

 dunder-proto@^1.0.0, dunder-proto@^1.0.1:
  version "1.0.1"
@@ -2263,17 +2262,17 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
  integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==

-eslint@^10.1.0:
-  version "10.1.0"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.1.0.tgz#9ca98e654e642ab2e1af6d1e9d8613857ac341b4"
-  integrity sha512-S9jlY/ELKEUwwQnqWDO+f+m6sercqOPSqXM5Go94l7DOmxHVDgmSFGWEzeE/gwgTAr0W103BWt0QLe/7mabIvA==
+eslint@^10.2.1:
+  version "10.2.1"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.2.1.tgz#224b2a6caeb34473eddcf918762363e2e063222a"
+  integrity sha512-wiyGaKsDgqXvF40P8mDwiUp/KQjE1FdrIEJsM8PZ3XCiniTMXS3OHWWUe5FI5agoCnr8x4xPrTDZuxsBlNHl+Q==
  dependencies:
    "@eslint-community/eslint-utils" "^4.8.0"
    "@eslint-community/regexpp" "^4.12.2"
-    "@eslint/config-array" "^0.23.3"
-    "@eslint/config-helpers" "^0.5.3"
-    "@eslint/core" "^1.1.1"
-    "@eslint/plugin-kit" "^0.6.1"
+    "@eslint/config-array" "^0.23.5"
+    "@eslint/config-helpers" "^0.5.5"
+    "@eslint/core" "^1.2.1"
+    "@eslint/plugin-kit" "^0.7.1"
    "@humanfs/node" "^0.16.6"
    "@humanwhocodes/module-importer" "^1.0.1"
    "@humanwhocodes/retry" "^0.4.2"
@@ -2683,7 +2682,7 @@ graceful-fs@^4.2.11:
  resolved "https://registry.yarnpkg.com/graceful-fs/-/graceful-fs-4.2.11.tgz#4183e4e8bf08bb6e05bbb2f7d2e0c8f712ca40e3"
  integrity sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ==

-handlebars@^4.7.8:
+handlebars@^4.7.9:
  version "4.7.9"
  resolved "https://registry.yarnpkg.com/handlebars/-/handlebars-4.7.9.tgz#6f139082ab58dc4e5a0e51efe7db5ae890d56a0f"
  integrity sha512-4E71E0rpOaQuJR2A3xDZ+GM1HyWYv1clR58tC8emQNeQe3RH7MAzSbat+V0wG78LQBo6m6bzSG/L4pBuCsgnUQ==
@@ -4130,10 +4129,10 @@ prettier-linter-helpers@^1.0.1:
  dependencies:
    fast-diff "^1.1.2"

-prettier@^3.8.1:
-  version "3.8.1"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.1.tgz#edf48977cf991558f4fcbd8a3ba6015ba2a3a173"
-  integrity sha512-UOnG6LftzbdaHZcKoPFtOcCKztrQ57WkHDeRD9t/PTQtmT0NHSeWWepj6pS0z/N7+08BHFDQVUrfmfMRcZwbMg==
+prettier@^3.8.3:
+  version "3.8.3"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.3.tgz#560f2de55bf01b4c0503bc629d5df99b9a1d09b0"
+  integrity sha512-7igPTM53cGHMW8xWuVTydi2KO233VFiTNyF5hLJqpilHfmn8C8gPf+PS7dUT64YcXFbiMGZxS9pCSxL/Dxm/Jw==

 pretty-format@30.2.0, pretty-format@^30.0.0:
  version "30.2.0"
@@ -4287,7 +4286,7 @@ semver@^6.3.1:
  resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
  integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==

-semver@^7.5.3, semver@^7.5.4, semver@^7.7.2, semver@^7.7.3:
+semver@^7.5.3, semver@^7.5.4, semver@^7.7.2, semver@^7.7.3, semver@^7.7.4:
  version "7.7.4"
  resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.4.tgz#28464e36060e991fa7a11d0279d2d3f3b57a7e8a"
  integrity sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==
@@ -4623,18 +4622,18 @@ ts-api-utils@^2.5.0:
  resolved "https://registry.yarnpkg.com/ts-api-utils/-/ts-api-utils-2.5.0.tgz#4acd4a155e22734990a5ed1fe9e97f113bcb37c1"
  integrity sha512-OJ/ibxhPlqrMM0UiNHJ/0CKQkoKF243/AEmplt3qpRgkW8VG7IfOS41h7V8TjITqdByHzrjcS/2si+y4lIh8NA==

-ts-jest@^29.4.6:
-  version "29.4.6"
-  resolved "https://registry.yarnpkg.com/ts-jest/-/ts-jest-29.4.6.tgz#51cb7c133f227396818b71297ad7409bb77106e9"
-  integrity sha512-fSpWtOO/1AjSNQguk43hb/JCo16oJDnMJf3CdEGNkqsEX3t0KX96xvyX1D7PfLCpVoKu4MfVrqUkFyblYoY4lA==
+ts-jest@^29.4.9:
+  version "29.4.9"
+  resolved "https://registry.yarnpkg.com/ts-jest/-/ts-jest-29.4.9.tgz#47dc33d0f5c36bddcedd16afefae285e0b049d2d"
+  integrity sha512-LTb9496gYPMCqjeDLdPrKuXtncudeV1yRZnF4Wo5l3SFi0RYEnYRNgMrFIdg+FHvfzjCyQk1cLncWVqiSX+EvQ==
  dependencies:
    bs-logger "^0.2.6"
    fast-json-stable-stringify "^2.1.0"
-    handlebars "^4.7.8"
+    handlebars "^4.7.9"
    json5 "^2.2.3"
    lodash.memoize "^4.1.2"
    make-error "^1.3.6"
-    semver "^7.7.3"
+    semver "^7.7.4"
    type-fest "^4.41.0"
    yargs-parser "^21.1.1"

@@ -4854,11 +4853,6 @@ uuid@10.0.0, uuid@^10.0.0:
  resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
  integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==

-uuid@^11.1.0:
-  version "11.1.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
-  integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
-
 uuid@^13.0.0:
  version "13.0.0"
  resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
@@ -9,8 +9,8 @@
  },
  "dependencies": {
    "@js-monorepo-example/shared": "*",
-    "@langchain/core": "^1.1.38",
-    "@langchain/langgraph": "^1.2.6"
+    "@langchain/core": "^1.1.42",
+    "@langchain/langgraph": "^1.2.9"
  },
  "devDependencies": {
    "typescript": "^5.9.3"
@@ -17,18 +17,18 @@
    "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
  },
  "devDependencies": {
-    "turbo": "^2.9.3",
+    "turbo": "^2.9.7",
    "typescript": "^5.9.3",
    "@tsconfig/recommended": "^1.0.13",
    "@eslint/eslintrc": "^3.3.5",
    "@eslint/js": "^10.0.1",
-    "eslint": "^10.1.0",
+    "eslint": "^10.2.1",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.27.5",
    "eslint-plugin-no-instanceof": "^1.0.1",
    "eslint-plugin-prettier": "^5.5.5",
-    "@typescript-eslint/eslint-plugin": "^8.58.0",
-    "@typescript-eslint/parser": "^8.58.0",
-    "prettier": "^3.8.1"
+    "@typescript-eslint/eslint-plugin": "^8.59.1",
+    "@typescript-eslint/parser": "^8.59.1",
+    "prettier": "^3.8.3"
  }
 }
@@ -19,26 +19,26 @@
  resolved "https://registry.yarnpkg.com/@eslint-community/regexpp/-/regexpp-4.12.2.tgz#bccdf615bcf7b6e8db830ec0b8d21c9a25de597b"
  integrity sha512-EriSTlt5OC9/7SXkRSCAhfSxxoSUgBm33OH+IkwbdpgoqsSsUg7y3uh+IICI/Qg4BBWr3U2i39RpmycbxMq4ew==

-"@eslint/config-array@^0.23.3":
-  version "0.23.3"
-  resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.3.tgz#3f4a93dd546169c09130cbd10f2415b13a20a219"
-  integrity sha512-j+eEWmB6YYLwcNOdlwQ6L2OsptI/LO6lNBuLIqe5R7RetD658HLoF+Mn7LzYmAWWNNzdC6cqP+L6r8ujeYXWLw==
+"@eslint/config-array@^0.23.5":
+  version "0.23.5"
+  resolved "https://registry.yarnpkg.com/@eslint/config-array/-/config-array-0.23.5.tgz#56e86d243049195d8acc0c06a1b3dfdc3fa3de95"
+  integrity sha512-Y3kKLvC1dvTOT+oGlqNQ1XLqK6D1HU2YXPc52NmAlJZbMMWDzGYXMiPRJ8TYD39muD/OTjlZmNJ4ib7dvSrMBA==
  dependencies:
-    "@eslint/object-schema" "^3.0.3"
+    "@eslint/object-schema" "^3.0.5"
    debug "^4.3.1"
    minimatch "^10.2.4"

-"@eslint/config-helpers@^0.5.3":
-  version "0.5.3"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.3.tgz#721fe6bbb90d74b0c80d6ff2428e5bbcb002becb"
-  integrity sha512-lzGN0onllOZCGroKJmRwY6QcEHxbjBw1gwB8SgRSqK8YbbtEXMvKynsXc3553ckIEBxsbMBU7oOZXKIPGZNeZw==
+"@eslint/config-helpers@^0.5.5":
+  version "0.5.5"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.5.5.tgz#ae16134e4792ac5fbdc533548a24ac1ea9f7f3ae"
+  integrity sha512-eIJYKTCECbP/nsKaaruF6LW967mtbQbsw4JTtSVkUQc9MneSkbrgPJAbKl9nWr0ZeowV8BfsarBmPpBzGelA2w==
  dependencies:
-    "@eslint/core" "^1.1.1"
+    "@eslint/core" "^1.2.1"

-"@eslint/core@^1.1.1":
-  version "1.1.1"
-  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.1.1.tgz#450f3d2be2d463ccd51119544092256b4e88df32"
-  integrity sha512-QUPblTtE51/7/Zhfv8BDwO0qkkzQL7P/aWWbqcf4xWLEYn1oKjdO0gglQBB4GAsu7u6wjijbCmzsUTy6mnk6oQ==
+"@eslint/core@^1.2.1":
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/@eslint/core/-/core-1.2.1.tgz#c1da7cd1b82fa8787f98b5629fb811848a1b63ce"
+  integrity sha512-MwcE1P+AZ4C6DWlpin/OmOA54mmIZ/+xZuJiQd4SyB29oAJjN30UW9wkKNptW2ctp4cEsvhlLY/CsQ1uoHDloQ==
  dependencies:
    "@types/json-schema" "^7.0.15"

@@ -62,17 +62,17 @@
  resolved "https://registry.yarnpkg.com/@eslint/js/-/js-10.0.1.tgz#1e8a876f50117af8ab67e47d5ad94d38d6622583"
  integrity sha512-zeR9k5pd4gxjZ0abRoIaxdc7I3nDktoXZk2qOv9gCNWx3mVwEn32VRhyLaRsDiJjTs0xq/T8mfPtyuXu7GWBcA==

-"@eslint/object-schema@^3.0.3":
-  version "3.0.3"
-  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.3.tgz#5bf671e52e382e4adc47a9906f2699374637db6b"
-  integrity sha512-iM869Pugn9Nsxbh/YHRqYiqd23AmIbxJOcpUMOuWCVNdoQJ5ZtwL6h3t0bcZzJUlC3Dq9jCFCESBZnX0GTv7iQ==
+"@eslint/object-schema@^3.0.5":
+  version "3.0.5"
+  resolved "https://registry.yarnpkg.com/@eslint/object-schema/-/object-schema-3.0.5.tgz#88e9bf4d11d2b19c082e78ebe7ce88724a5eb091"
+  integrity sha512-vqTaUEgxzm+YDSdElad6PiRoX4t8VGDjCtt05zn4nU810UIx/uNEV7/lZJ6KwFThKZOzOxzXy48da+No7HZaMw==

-"@eslint/plugin-kit@^0.6.1":
-  version "0.6.1"
-  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.6.1.tgz#eb9e6689b56ce8bc1855bb33090e63f3fc115e8e"
-  integrity sha512-iH1B076HoAshH1mLpHMgwdGeTs0CYwL0SPMkGuSebZrwBp16v415e9NZXg2jtrqPVQjf6IANe2Vtlr5KswtcZQ==
+"@eslint/plugin-kit@^0.7.1":
+  version "0.7.1"
+  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.1.tgz#c4125fd015eceeb09b793109fdbcd4dd0a02d346"
+  integrity sha512-rZAP3aVgB9ds9KOeUSL+zZ21hPmo8dh6fnIFwRQj5EAZl9gzR7wxYbYXYysAM8CTqGmUGyp2S4kUdV17MnGuWQ==
  dependencies:
-    "@eslint/core" "^1.1.1"
+    "@eslint/core" "^1.2.1"
    levn "^0.4.1"

 "@humanfs/core@^0.19.1":
@@ -103,10 +103,10 @@
  resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
  integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==

-"@langchain/core@^1.1.38":
-  version "1.1.38"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.38.tgz#b5939b2e77af408771c9bb95bf56a5ad8183313e"
-  integrity sha512-C340wH1YL10CiVOFlEpQMp0zQE85/eBLKX/gi1Lv7shAyUmR3CQ0t/mXlCd5RsZa6ntAN1kDJnp64ArWey9XAA==
+"@langchain/core@^1.1.42":
+  version "1.1.42"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.42.tgz#607bfd34c1414c9cbeb2859fda1b254a14c28085"
+  integrity sha512-d0tN96BrwPMryYyWR9VfyAntSivn7EQrZCe5Kpxum93tcjTXbKKmKvItFec8AluQt88iTcmAJrahUZUNfzGwTA==
  dependencies:
    "@cfworker/json-schema" "^4.0.2"
    "@standard-schema/spec" "^1.1.0"
@@ -117,7 +117,6 @@
    langsmith ">=0.5.0 <1.0.0"
    mustache "^4.2.0"
    p-queue "^6.6.2"
-    uuid "^11.1.0"
    zod "^3.25.76 || ^4"

 "@langchain/langgraph-checkpoint@^1.0.1":
@@ -127,23 +126,23 @@
  dependencies:
    uuid "^10.0.0"

-"@langchain/langgraph-sdk@~1.8.1":
-  version "1.8.3"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.3.tgz#deedc9bddd863693c6ab5f3a74058548b040377d"
-  integrity sha512-Py0S5yVtlOHz410aEsSGLRKjtsK2giDvfPS1JjAjTdcs71khuJufFtUZFwmwdJCbsG4DaGurRLHOAJu9jO4a0g==
+"@langchain/langgraph-sdk@~1.8.9":
+  version "1.8.10"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.8.10.tgz#bd175cda1ab629845ef28b22b45f3bdd1f65b029"
+  integrity sha512-wrB3rkRw5KAmsqezwvKP3midT4qJrV6Hj9XJMYo+cbvXC4HYpSAmyY/VriSyeTFRbLG/OP/pY2Yz+9Z54nSaXQ==
  dependencies:
    "@types/json-schema" "^7.0.15"
    p-queue "^9.0.1"
    p-retry "^7.1.1"
    uuid "^13.0.0"

-"@langchain/langgraph@^1.2.6":
-  version "1.2.6"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.6.tgz#e6a578f96fbbc1c54ba78e0298884671dad5d195"
-  integrity sha512-5cX402dNGN6w9+0mlMU2dgUiKx6Y1tlENp7x05e9ByDbQCHSDc0kyqRWNFLGc7vatQ92S4ylxQrcCJvi8Fr4SQ==
+"@langchain/langgraph@^1.2.9":
+  version "1.2.9"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.2.9.tgz#4f0ba159062c3649c83cf5f621ef926b96933e32"
+  integrity sha512-3c7BtGycHC2v9p6w/Hv8L7kEl1YnZYOQTDJtmAp3knk6JOedO7d2bYP3y0SRyhv5orUEGf/KGvx8ZsB/ideP7g==
  dependencies:
    "@langchain/langgraph-checkpoint" "^1.0.1"
-    "@langchain/langgraph-sdk" "~1.8.1"
+    "@langchain/langgraph-sdk" "~1.8.9"
    "@standard-schema/spec" "1.1.0"
    uuid "^10.0.0"

@@ -167,35 +166,35 @@
  resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
  integrity sha512-sySRuBfMKyKO/j2ZAhR8kSembhjuPEV4Ra3AHtmWLq51+iGaudr45crPSzNC5b7/Ctrh9dfUpBuTlYrH6rM58Q==

-"@turbo/darwin-64@2.9.3":
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.3.tgz#5d782d341ddebc20822d09ba1393238d4467ae7b"
-  integrity sha512-P8foouaP+y/p+hhEGBoZpzMbpVvUMwPjDpcy6wN7EYfvvyISD1USuV27qWkczecihwuPJzQ1lDBuL8ERcavTyg==
+"@turbo/darwin-64@2.9.7":
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.7.tgz#46fddae01ea7817192dc6ff36a678cc3879b753b"
+  integrity sha512-wnvOWuVWJ5EUHNKxExEWiGlTeVpLG1L0PCu5MUozyC1P2SHGiWsmpW6/yAuShH91Fa2TAHOvdCRBzriZh4j4Eg==

-"@turbo/darwin-arm64@2.9.3":
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.3.tgz#75cd662d9c2a572532ce82d7cae1a30e2497d693"
-  integrity sha512-SIzEkvtNdzdI50FJDaIQ6kQGqgSSdFPcdn0wqmmONN6iGKjy6hsT+EH99GP65FsfV7DLZTh2NmtTIRl2kdoz5Q==
+"@turbo/darwin-arm64@2.9.7":
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.7.tgz#cd7cf3a024509af0f59ae3885216d62fd090fdb6"
+  integrity sha512-mA0FIPMwwN3lodDkQYaGxj6PeT7ZaN5aCEbkKn/WB+ZB9yJdVWA4J83GH7t43jqDc5dcnVluVN5UFx3plRiXhA==

-"@turbo/linux-64@2.9.3":
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.3.tgz#de693a996071654a0bea51c7ed9dc6fdc3950ae8"
-  integrity sha512-pLRwFmcHHNBvsCySLS6OFabr/07kDT2pxEt/k6eBf/3asiVQZKJ7Rk88AafQx2aYA641qek4RsXvYO3JYpiBug==
+"@turbo/linux-64@2.9.7":
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.7.tgz#25ee9a2cb3042498a3203e14653b14041105020f"
+  integrity sha512-fEbUYpgb5l7P+q+5tsWF2gw+/GSjUsuUTcnfm+f0lozUjgcjLKyOat6PgtAChmIFcTPchCL/8rJ3TvkBy01gfA==

-"@turbo/linux-arm64@2.9.3":
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.3.tgz#88fc6fe572d83c5488eeae9b564b57c335f4d856"
-  integrity sha512-gy6ApUroC2Nzv+qjGtE/uPNkhHAFU4c8God+zd5Aiv9L9uBgHlxVJpHT3XWl5xwlJZ2KWuMrlHTaS5kmNB+q1Q==
+"@turbo/linux-arm64@2.9.7":
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.7.tgz#5b19d6249a50cb8153b8f2bc22ad10bbda614fbe"
+  integrity sha512-VkUjulo9ytfHKUHOS5gy0XPoh4CTKPXWCL8nLdrlHVi9fSut31ECeUqnm/dAbETP5D4xo9mH9XkJ+qMzGe/zmg==

-"@turbo/windows-64@2.9.3":
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.3.tgz#a7812e4f33972f74daed93b2ac8845f88a68c775"
-  integrity sha512-d0YelTX6hAsB7kIEtGB3PzIzSfAg3yDoUlHwuwJc3adBXUsyUIs0YLG+1NNtuhcDOUGnWQeKUoJ2pGWvbpRj7w==
+"@turbo/windows-64@2.9.7":
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.7.tgz#900645776fa44ff8333e801d890992736f6dbc72"
+  integrity sha512-/GWdY6/x4aIHqkYJq596Rpdk1x0MkpRPkJcLAoB3yGRwyUms0+u2F1GnV54IbyAZTeKLRWSJKzNC+QwVGdYchA==

-"@turbo/windows-arm64@2.9.3":
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.3.tgz#1891a89fe87d501e63a7a4367082f3afec18fa6f"
-  integrity sha512-/08CwpKJl3oRY8nOlh2YgilZVJDHsr60XTNxRhuDeuFXONpUZ5X+Nv65izbG/xBew9qxcJFbDX9/sAmAX+ITcQ==
+"@turbo/windows-arm64@2.9.7":
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.7.tgz#e678d73fdbcbb12a679403fe7ba070fb67f37810"
+  integrity sha512-xBBgxCC5PK2+WZ1PPRZdp+aJ0bMBcEbweXWux3RUHJvX9ZodcoQySkrW6qt+ahb+uk8ZjyQodLfDwtVSoYds1w==

 "@types/esrecurse@^4.3.1":
  version "4.3.1"
@@ -217,100 +216,100 @@
  resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
  integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==

-"@typescript-eslint/eslint-plugin@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.58.0.tgz#ad40e492f1931f46da1bd888e52b9e56df9063aa"
-  integrity sha512-RLkVSiNuUP1C2ROIWfqX+YcUfLaSnxGE/8M+Y57lopVwg9VTYYfhuz15Yf1IzCKgZj6/rIbYTmJCUSqr76r0Wg==
+"@typescript-eslint/eslint-plugin@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.1.tgz#781bc6f9002982cfaf75a185240e24ad7276628a"
+  integrity sha512-BOziFIfE+6osHO9FoJG4zjoHUcvI7fTNBSpdAwrNH0/TLvzjsk2oo8XSSOT2HhqUyhZPfHv4UOffoJ9oEEQ7Ag==
  dependencies:
    "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.58.0"
-    "@typescript-eslint/type-utils" "8.58.0"
-    "@typescript-eslint/utils" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/scope-manager" "8.59.1"
+    "@typescript-eslint/type-utils" "8.59.1"
+    "@typescript-eslint/utils" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"
    ignore "^7.0.5"
    natural-compare "^1.4.0"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/parser@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.58.0.tgz#da04ece1967b6c2fe8f10c3473dabf3825795ef7"
-  integrity sha512-rLoGZIf9afaRBYsPUMtvkDWykwXwUPL60HebR4JgTI8mxfFe2cQTu3AGitANp4b9B2QlVru6WzjgB2IzJKiCSA==
+"@typescript-eslint/parser@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.1.tgz#835d20a62350659a082a1ae2a60b822c40488905"
+  integrity sha512-HDQH9O/47Dxi1ceDhBXdaldtf/WV9yRYMjbjCuNk3qnaTD564qwv61Y7+gTxwxRKzSrgO5uhtw584igXVuuZkA==
  dependencies:
-    "@typescript-eslint/scope-manager" "8.58.0"
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/typescript-estree" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/scope-manager" "8.59.1"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/typescript-estree" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"
    debug "^4.4.3"

-"@typescript-eslint/project-service@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.58.0.tgz#66ceda0aabf7427aec3e2713fa43eb278dead2aa"
-  integrity sha512-8Q/wBPWLQP1j16NxoPNIKpDZFMaxl7yWIoqXWYeWO+Bbd2mjgvoF0dxP2jKZg5+x49rgKdf7Ck473M8PC3V9lg==
+"@typescript-eslint/project-service@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.1.tgz#49efe87c37ef84262f23df8bf62fdc56698ca6fe"
+  integrity sha512-+MuHQlHiEr00Of/IQbE/MmEoi44znZHbR/Pz7Opq4HryUOlRi+/44dro9Ycy8Fyo+/024IWtw8m4JUMCGTYxDg==
  dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.58.0"
-    "@typescript-eslint/types" "^8.58.0"
+    "@typescript-eslint/tsconfig-utils" "^8.59.1"
+    "@typescript-eslint/types" "^8.59.1"
    debug "^4.4.3"

-"@typescript-eslint/scope-manager@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.58.0.tgz#e304142775e49a1b7ac3c8bf2536714447c72cab"
-  integrity sha512-W1Lur1oF50FxSnNdGp3Vs6P+yBRSmZiw4IIjEeYxd8UQJwhUF0gDgDD/W/Tgmh73mxgEU3qX0Bzdl/NGuSPEpQ==
+"@typescript-eslint/scope-manager@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.1.tgz#ed90d054fc3db2d0c81464db3a953a94fb85bb58"
+  integrity sha512-LwuHQI4pDOYVKvmH2dkaJo6YZCSgouVgnS/z7yBPKBMvgtBvyLqiLy9Z6b7+m/TRcX1NFYUqZetI5Y+aT4GEfg==
  dependencies:
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"

-"@typescript-eslint/tsconfig-utils@8.58.0", "@typescript-eslint/tsconfig-utils@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.58.0.tgz#c5a8edb21f31e0fdee565724e1b984171c559482"
-  integrity sha512-doNSZEVJsWEu4htiVC+PR6NpM+pa+a4ClH9INRWOWCUzMst/VA9c4gXq92F8GUD1rwhNvRLkgjfYtFXegXQF7A==
+"@typescript-eslint/tsconfig-utils@8.59.1", "@typescript-eslint/tsconfig-utils@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.1.tgz#ba2a779a444f1d5cb92a606f9b209d239fd4cab1"
+  integrity sha512-/0nEyPbX7gRsk0Uwfe4ALwwgxuA66d/l2mhRDNlAvaj4U3juhUtJNq0DsY8M2AYwwb9rEq2hrC3IcIcEt++iJA==

-"@typescript-eslint/type-utils@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.58.0.tgz#ce0e72cd967ffbbe8de322db6089bd4374be352f"
-  integrity sha512-aGsCQImkDIqMyx1u4PrVlbi/krmDsQUs4zAcCV6M7yPcPev+RqVlndsJy9kJ8TLihW9TZ0kbDAzctpLn5o+lOg==
+"@typescript-eslint/type-utils@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.1.tgz#9c83d3f2ed9187a815e8120f72c08317e513e409"
+  integrity sha512-klWPBR2ciQHS3f++ug/mVnWKPjBUo7icEL3FAO1lhAR1Z1i5NQYZ1EannMSRYcq5qCv5wNALlXr6fksRHyYl7w==
  dependencies:
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/typescript-estree" "8.58.0"
-    "@typescript-eslint/utils" "8.58.0"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/typescript-estree" "8.59.1"
+    "@typescript-eslint/utils" "8.59.1"
    debug "^4.4.3"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/types@8.58.0", "@typescript-eslint/types@^8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.58.0.tgz#e94ae7abdc1c6530e71183c1007b61fa93112a5a"
-  integrity sha512-O9CjxypDT89fbHxRfETNoAnHj/i6IpRK0CvbVN3qibxlLdo5p5hcLmUuCCrHMpxiWSwKyI8mCP7qRNYuOJ0Uww==
+"@typescript-eslint/types@8.59.1", "@typescript-eslint/types@^8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.1.tgz#c1d014d3f03a97e0113a8899fc9d4e45a7fb0ca9"
+  integrity sha512-ZDCjgccSdYPw5Bxh+my4Z0lJU96ZDN7jbBzvmEn0FZx3RtU1C7VWl6NbDx94bwY3V5YsgwRzJPOgeY2Q/nLG8A==

-"@typescript-eslint/typescript-estree@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.58.0.tgz#ed233faa8e2f2a2e1357c3e7d553d6465a0ee59a"
-  integrity sha512-7vv5UWbHqew/dvs+D3e1RvLv1v2eeZ9txRHPnEEBUgSNLx5ghdzjHa0sgLWYVKssH+lYmV0JaWdoubo0ncGYLA==
+"@typescript-eslint/typescript-estree@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.1.tgz#4391fadf98a22c869c5b6522dbf4e491e53e351a"
+  integrity sha512-OUd+vJS05sSkOip+BkZ/2NS8RMxrAAJemsC6vU3kmfLyeaJT0TftHkV9mcx2107MmsBVXXexhVu4F0TZXyMl4g==
  dependencies:
-    "@typescript-eslint/project-service" "8.58.0"
-    "@typescript-eslint/tsconfig-utils" "8.58.0"
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/visitor-keys" "8.58.0"
+    "@typescript-eslint/project-service" "8.59.1"
+    "@typescript-eslint/tsconfig-utils" "8.59.1"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/visitor-keys" "8.59.1"
    debug "^4.4.3"
    minimatch "^10.2.2"
    semver "^7.7.3"
    tinyglobby "^0.2.15"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/utils@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.58.0.tgz#21a74a7963b0d288b719a4121c7dd555adaab3c3"
-  integrity sha512-RfeSqcFeHMHlAWzt4TBjWOAtoW9lnsAGiP3GbaX9uVgTYYrMbVnGONEfUCiSss+xMHFl+eHZiipmA8WkQ7FuNA==
+"@typescript-eslint/utils@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.1.tgz#cf6204d69701bbbc5b150f98c18aeef0a42c10bd"
+  integrity sha512-3pIeoXhCeYH9FSCBI8P3iNwJlGuzPlYKkTlen2O9T1DSeeg8UG8jstq6BLk+Mda0qup7mgk4z4XL4OzRaxZ8LA==
  dependencies:
    "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.58.0"
-    "@typescript-eslint/types" "8.58.0"
-    "@typescript-eslint/typescript-estree" "8.58.0"
+    "@typescript-eslint/scope-manager" "8.59.1"
+    "@typescript-eslint/types" "8.59.1"
+    "@typescript-eslint/typescript-estree" "8.59.1"

-"@typescript-eslint/visitor-keys@8.58.0":
-  version "8.58.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.58.0.tgz#2abd55a4be70fd55967aceaba4330b9ba9f45189"
-  integrity sha512-XJ9UD9+bbDo4a4epraTwG3TsNPeiB9aShrUneAVXy8q4LuwowN+qu89/6ByLMINqvIMeI9H9hOHQtg/ijrYXzQ==
+"@typescript-eslint/visitor-keys@8.59.1":
+  version "8.59.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.1.tgz#b5cba576287a3eeb0b400b62813189abcc3f976a"
+  integrity sha512-LdDNl6C5iJExcM0Yh0PwAIBb9PrSiCsWamF/JyEZawm3kFDnRoaq3LGE4bpyRao/fWeGKKyw7icx0YxrLFC5Cg==
  dependencies:
-    "@typescript-eslint/types" "8.58.0"
+    "@typescript-eslint/types" "8.59.1"
    eslint-visitor-keys "^5.0.0"

 acorn-jsx@^5.3.2:
@@ -787,17 +786,17 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
  integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==

-eslint@^10.1.0:
-  version "10.1.0"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.1.0.tgz#9ca98e654e642ab2e1af6d1e9d8613857ac341b4"
-  integrity sha512-S9jlY/ELKEUwwQnqWDO+f+m6sercqOPSqXM5Go94l7DOmxHVDgmSFGWEzeE/gwgTAr0W103BWt0QLe/7mabIvA==
+eslint@^10.2.1:
+  version "10.2.1"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.2.1.tgz#224b2a6caeb34473eddcf918762363e2e063222a"
+  integrity sha512-wiyGaKsDgqXvF40P8mDwiUp/KQjE1FdrIEJsM8PZ3XCiniTMXS3OHWWUe5FI5agoCnr8x4xPrTDZuxsBlNHl+Q==
  dependencies:
    "@eslint-community/eslint-utils" "^4.8.0"
    "@eslint-community/regexpp" "^4.12.2"
-    "@eslint/config-array" "^0.23.3"
-    "@eslint/config-helpers" "^0.5.3"
-    "@eslint/core" "^1.1.1"
-    "@eslint/plugin-kit" "^0.6.1"
+    "@eslint/config-array" "^0.23.5"
+    "@eslint/config-helpers" "^0.5.5"
+    "@eslint/core" "^1.2.1"
+    "@eslint/plugin-kit" "^0.7.1"
    "@humanfs/node" "^0.16.6"
    "@humanwhocodes/module-importer" "^1.0.1"
    "@humanwhocodes/retry" "^0.4.2"
@@ -1559,10 +1558,10 @@ prettier-linter-helpers@^1.0.1:
  dependencies:
    fast-diff "^1.1.2"

-prettier@^3.8.1:
-  version "3.8.1"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.1.tgz#edf48977cf991558f4fcbd8a3ba6015ba2a3a173"
-  integrity sha512-UOnG6LftzbdaHZcKoPFtOcCKztrQ57WkHDeRD9t/PTQtmT0NHSeWWepj6pS0z/N7+08BHFDQVUrfmfMRcZwbMg==
+prettier@^3.8.3:
+  version "3.8.3"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.3.tgz#560f2de55bf01b4c0503bc629d5df99b9a1d09b0"
+  integrity sha512-7igPTM53cGHMW8xWuVTydi2KO233VFiTNyF5hLJqpilHfmn8C8gPf+PS7dUT64YcXFbiMGZxS9pCSxL/Dxm/Jw==

 punycode@^2.1.0:
  version "2.3.1"
@@ -1815,17 +1814,17 @@ tsconfig-paths@^3.15.0:
    minimist "^1.2.6"
    strip-bom "^3.0.0"

-turbo@^2.9.3:
-  version "2.9.3"
-  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.3.tgz#4f0adf2c8677edd7b46d400629c99e9e26e58e44"
-  integrity sha512-J/VUvsGRykPb9R8Kh8dHVBOqioDexLk9BhLCU/ZybRR+HN9UR3cURdazFvNgMDt9zPP8TF6K73Z+tplfmi0PqQ==
+turbo@^2.9.7:
+  version "2.9.7"
+  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.7.tgz#da6d5a821f0bde5174e1a55af6690dad5c2fb004"
+  integrity sha512-epxzqVO2s0IxcSWcgb+qKrtco8isfe7g3VtiS6hkYnEK4A9XQDZbrtavQ6MtWR1KoQn+1fUomaQth2rfRHlUlg==
  optionalDependencies:
-    "@turbo/darwin-64" "2.9.3"
-    "@turbo/darwin-arm64" "2.9.3"
-    "@turbo/linux-64" "2.9.3"
-    "@turbo/linux-arm64" "2.9.3"
-    "@turbo/windows-64" "2.9.3"
-    "@turbo/windows-arm64" "2.9.3"
+    "@turbo/darwin-64" "2.9.7"
+    "@turbo/darwin-arm64" "2.9.7"
+    "@turbo/linux-64" "2.9.7"
+    "@turbo/linux-arm64" "2.9.7"
+    "@turbo/windows-64" "2.9.7"
+    "@turbo/windows-arm64" "2.9.7"

 type-check@^0.4.0, type-check@~0.4.0:
  version "0.4.0"
@@ -1906,11 +1905,6 @@ uuid@10.0.0, uuid@^10.0.0:
  resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
  integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==

-uuid@^11.1.0:
-  version "11.1.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
-  integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
-
 uuid@^13.0.0:
  version "13.0.0"
  resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
@@ -2,7 +2,8 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
-    "python_full_version >= '3.11'",
+    "python_full_version >= '3.15'",
+    "python_full_version >= '3.11' and python_full_version < '3.15'",
    "python_full_version < '3.11'",
 ]

@@ -362,14 +363,14 @@ wheels = [

 [[package]]
 name = "click"
-version = "8.3.2"
+version = "8.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/57/75/31212c6bf2503fdf920d87fee5d7a86a2e3bcf444984126f13d8e4016804/click-8.3.2.tar.gz", hash = "sha256:14162b8b3b3550a7d479eafa77dfd3c38d9dc8951f6f69c78913a8f9a7540fd5", size = 302856, upload-time = "2026-04-03T19:14:45.118Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/bb/63/f9e1ea081ce35720d8b92acde70daaedace594dc93b693c869e0d5910718/click-8.3.3.tar.gz", hash = "sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2", size = 328061, upload-time = "2026-04-22T15:11:27.506Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e4/20/71885d8b97d4f3dde17b1fdb92dbd4908b00541c5a3379787137285f602e/click-8.3.2-py3-none-any.whl", hash = "sha256:1924d2c27c5653561cd2cae4548d1406039cb79b858b747cfea24924bbc1616d", size = 108379, upload-time = "2026-04-03T19:14:43.505Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/44/c1221527f6a71a01ec6fbad7fa78f1d50dfa02217385cf0fa3eec7087d59/click-8.3.3-py3-none-any.whl", hash = "sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613", size = 110502, upload-time = "2026-04-22T15:11:25.044Z" },
 ]

 [[package]]
@@ -1358,7 +1359,7 @@ wheels = [

 [[package]]
 name = "mypy"
-version = "1.20.1"
+version = "1.20.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "librt", marker = "platform_python_implementation != 'PyPy'" },
@@ -1367,51 +1368,51 @@ dependencies = [
    { name = "tomli", marker = "python_full_version < '3.11'" },
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0b/3d/5b373635b3146264eb7a68d09e5ca11c305bbb058dfffbb47c47daf4f632/mypy-1.20.1.tar.gz", hash = "sha256:6fc3f4ecd52de81648fed1945498bf42fa2993ddfad67c9056df36ae5757f804", size = 3815892, upload-time = "2026-04-13T02:46:51.474Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/af/e3d4b3e9ec91a0ff9aabfdb38692952acf49bbb899c2e4c29acb3a6da3ae/mypy-1.20.2.tar.gz", hash = "sha256:e8222c26daaafd9e8626dec58ae36029f82585890589576f769a650dd20fd665", size = 3817349, upload-time = "2026-04-21T17:12:28.473Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/21/4b/b1fa23297c8a5c403aabaac0649549efc5a0af7095f3dd33e7482863f973/mypy-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3ba5d1e712ada9c3b6223dcbc5a31dac334ed62991e5caa17bcf5a4ddc349af0", size = 14426426, upload-time = "2026-04-13T02:46:37.828Z" },
-    { url = "https://files.pythonhosted.org/packages/22/53/82923480aee5507a46df22428316e28b2b710d08506a128b2acef81ab18e/mypy-1.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e731284c117b0987fb1e6c5013a56f33e7faa1fce594066ab83876183ce1c66", size = 13307651, upload-time = "2026-04-13T02:46:22.676Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/0c/91905b393c790440fa273f0903ee2b07cce95bb6deccac87e6eb343d077a/mypy-1.20.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f8e945b872a05f4fbefabe2249c0b07b6b194e5e11a86ebee9edf855de09806c", size = 13746066, upload-time = "2026-04-13T02:45:15.345Z" },
-    { url = "https://files.pythonhosted.org/packages/88/b9/8a7017270438e34544e19dd6284cad54fd65dde3c35418a2ce07a1897804/mypy-1.20.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2fc88acef0dc9b15246502b418980478c1bfc9702057a0e1e7598d01a7af8937", size = 14617944, upload-time = "2026-04-13T02:45:44.954Z" },
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 [[package]]
@@ -5,7 +5,7 @@ import copy as _copy
 from collections.abc import Callable, Sequence
 from typing import Any, Generic

-from langgraph.checkpoint.base import DELTA_SENTINEL, PendingWrite
+from langgraph.checkpoint.base import PendingWrite
 from langgraph.checkpoint.serde.types import _DeltaSnapshot
 from typing_extensions import Self

@@ -38,19 +38,17 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
    This lets LangGraph replay checkpointed writes in larger batches than they
    were originally produced without changing reconstructed state.

-    `snapshot_frequency=None` (default): pure delta; stores only
-    `DELTA_SENTINEL` in checkpoint blobs; reads replay all ancestor writes.
-
-    `snapshot_frequency=N`: `create_checkpoint` writes a full `_DeltaSnapshot`
-    blob every N steps, bounding replay depth to N.
+    Snapshot cadence is driven by per-channel update count. `create_checkpoint`
+    writes a full `_DeltaSnapshot` blob every `snapshot_frequency` updates to
+    this channel, bounding replay depth.

    Parameters:
        reducer: `(state, list[writes]) -> new_state`. Must be deterministic
            and batching-invariant as described above.
        typ: The value type (e.g. `list`, `dict`). Inferred automatically
            from the outer type when used inside `Annotated[T, DeltaChannel(...)]`.
-        snapshot_frequency: Every Nth pregel step writes a snapshot blob.
-            `None` (default) = pure delta, never snapshot.
+        snapshot_frequency: Every Nth update to this channel writes a snapshot
+            blob (default `1000`). Must be a positive int.
    """

    __slots__ = ("value", "reducer", "snapshot_frequency")
@@ -61,8 +59,12 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
        reducer: Callable[[Any, Sequence[Any]], Any],
        typ: type[Value] | None = None,
        *,
-        snapshot_frequency: int | None = None,
+        snapshot_frequency: int = 1000,
    ) -> None:
+        if snapshot_frequency <= 0:
+            raise ValueError(
+                f"snapshot_frequency must be a positive int, got {snapshot_frequency}"
+            )
        if typ is None:
            typ = list  # type: ignore[assignment]  # placeholder; overridden by _is_field_channel
        super().__init__(typ)
@@ -93,14 +95,6 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
    def UpdateType(self) -> Any:
        return self.typ

-    def is_snapshot_step(self, step: int) -> bool:
-        """True if pregel should write a snapshot blob at this step."""
-        return (
-            self.snapshot_frequency is not None
-            and step > 0
-            and step % self.snapshot_frequency == 0
-        )
-
    def copy(self) -> Self:
        new = self.__class__(
            self.reducer, self.typ, snapshot_frequency=self.snapshot_frequency
@@ -110,18 +104,19 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
        return new

    def from_checkpoint(self, checkpoint: Any) -> Self:
-        """Initialize from a stored blob or sentinel.
+        """Initialize from a stored blob.

-        Blob types (dispatched via serde ext code, not dict key inspection):
-          * `DELTA_SENTINEL` / `MISSING`: start empty; caller replays writes.
+        Blob types:
+          * `MISSING`: start empty; caller replays writes.
          * `_DeltaSnapshot(value)`: restore value directly from snapshot.
-          * plain value (migration from old BinOp blobs): use directly.
+          * plain value (migration from old `BinaryOperatorAggregate` blobs):
+            use directly.
        """
        new = self.__class__(
            self.reducer, self.typ, snapshot_frequency=self.snapshot_frequency
        )
        new.key = self.key
-        if checkpoint is MISSING or checkpoint is DELTA_SENTINEL:
+        if checkpoint is MISSING:
            new.value = self.typ()
        elif isinstance(checkpoint, _DeltaSnapshot):
            new.value = checkpoint.value
@@ -186,12 +181,12 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
        return self.value is not MISSING

    def checkpoint(self) -> Any:
-        """Return stored representation: always `DELTA_SENTINEL`.
+        """Return stored representation: always `MISSING`.

-        Snapshot decisions are made by `create_checkpoint` in pregel (which
-        has the step number) via `is_snapshot_step`. `checkpoint()` is only
-        called for non-snapshot steps or when no checkpointer is available.
+        Snapshot decisions live in `create_checkpoint` (which has the channel
+        version) and write `_DeltaSnapshot(ch.get())` directly into
+        `channel_values`. For non-snapshot steps the channel does not appear
+        in `channel_values`; reconstruction walks ancestor writes via the
+        saver's `get_delta_channel_history`.
        """
-        if self.value is MISSING:
-            return MISSING
-        return DELTA_SENTINEL
+        return MISSING
@@ -250,14 +250,16 @@ def _messages_delta_reducer(
    """**Experimental.** Batch reducer for use with `DeltaChannel`.

    Processes all writes in one pass — dedup by ID, `RemoveMessage`
-    tombstoning — without calling `add_messages`. Assumes writes contain
-    already-typed `BaseMessage` objects (no raw-dict coercion).
+    tombstoning — without calling `add_messages`.

    This reducer is batching-invariant, as required by `DeltaChannel`:
    `reducer(reducer(state, xs), ys) == reducer(state, xs + ys)`.

-    Use `add_messages` as the reducer for `BinaryOperatorAggregate` or
-    anywhere raw message dicts / strings need to be coerced first.
+    Raw dict / string / tuple inputs are coerced to typed `BaseMessage`
+    objects so that HTTP-driven graphs work without a separate coercion
+    step. This is not full `add_messages` parity — `REMOVE_ALL_MESSAGES`,
+    unknown-id `RemoveMessage` errors, missing-id UUID assignment, and
+    `BaseMessageChunk` conversion are not handled here.

    Example::

@@ -268,13 +270,30 @@ def _messages_delta_reducer(
        class State(TypedDict):
            messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
    """
-    from itertools import chain

-    index: dict[str, int] = {m.id: i for i, m in enumerate(state) if m.id is not None}
-    result: list[AnyMessage | None] = list(state)
-    for msg in chain.from_iterable(
-        [w] if isinstance(w, BaseMessage) else w for w in writes
-    ):
+    # Each write is either a list of message-likes or a single message-like
+    # (BaseMessage / dict / str / tuple). Only lists flatten; everything
+    # else is one message.
+    flat: list[Any] = []
+    for w in writes:
+        if isinstance(w, list):
+            flat.extend(w)
+        else:
+            flat.append(w)
+    # Steady state: the reducer's own output is already typed, so skip
+    # `convert_to_messages` on state when the first element is a BaseMessage.
+    # Only raw input (initial dicts, deserialized blobs) hits the slow path.
+    if state and isinstance(state[0], BaseMessage):
+        state_msgs = state
+    else:
+        state_msgs = cast("list[AnyMessage]", convert_to_messages(state))
+    msgs = cast("list[AnyMessage]", convert_to_messages(flat))
+
+    index: dict[str, int] = {
+        m.id: i for i, m in enumerate(state_msgs) if m.id is not None
+    }
+    result: list[AnyMessage | None] = list(state_msgs)
+    for msg in msgs:
        mid = msg.id
        if mid is None:
            result.append(msg)
@@ -1128,7 +1128,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
            name: The name to use for the compiled graph.
            transformers: Optional sequence of `StreamTransformer` classes or
                configured factories. Classes and factories are instantiated
-                per run whenever `stream_v2` / `astream_v2` is called and are
+                per run whenever `stream_events(version="v3")` / `astream_events(version="v3")` is called and are
                propagated to subgraph scopes. Custom factories should follow
                the standard `StreamTransformer` constructor shape by
                accepting `scope` as their first argument. Appended after the
@@ -5,7 +5,11 @@ from datetime import datetime, timezone
 from typing import Any, cast

 from langchain_core.runnables import RunnableConfig
-from langgraph.checkpoint.base import DELTA_SENTINEL, BaseCheckpointSaver, Checkpoint
+from langgraph.checkpoint.base import (
+    BaseCheckpointSaver,
+    Checkpoint,
+    CheckpointMetadata,
+)
 from langgraph.checkpoint.base.id import uuid6
 from langgraph.checkpoint.serde.types import _DeltaSnapshot

@@ -30,6 +34,30 @@ def empty_checkpoint() -> Checkpoint:
    )


+def _should_snapshot_delta(
+    name: str,
+    ch: DeltaChannel,
+    updates_since_snapshot: Mapping[str, int],
+    *,
+    force: bool,
+) -> bool:
+    """Decide whether `ch` should write a `_DeltaSnapshot` this step.
+
+    Triggers:
+      * `force` — always snapshot (used by `durability="exit"`).
+      * Update-count: this channel has accumulated at least
+        `snapshot_frequency` updates since its last snapshot. The count
+        is supplied by the caller via `updates_since_snapshot[name]` and
+        is reset to `0` whenever a snapshot fires.
+
+    Version-format-independent: works for `int`, `float`, and `str`
+    versioning schemes alike.
+    """
+    if force:
+        return True
+    return updates_since_snapshot.get(name, 0) >= ch.snapshot_frequency
+
+
 def create_checkpoint(
    checkpoint: Checkpoint,
    channels: Mapping[str, BaseChannel] | None,
@@ -39,21 +67,33 @@ def create_checkpoint(
    updated_channels: set[str] | None = None,
    get_next_version: GetNextVersion | None = None,
    force_delta_snapshot: bool = False,
+    updates_since_snapshot: Mapping[str, int] | None = None,
+    new_updates_since_snapshot: dict[str, int] | None = None,
 ) -> Checkpoint:
    """Create a checkpoint for the given channels.

-    For `DeltaChannel` with `snapshot_frequency=N`, snapshot steps write a
-    `_DeltaSnapshot` blob rather than `DELTA_SENTINEL`, bounding the ancestor
-    walk to at most N steps. Snapshots are eager: even if the channel had no
-    write this step, a version bump is forced (via `get_next_version`) so the
-    blob is stored by `put()`. Without `get_next_version` (e.g. static
-    contexts), snapshot steps gracefully fall back to sentinel.
+    For each `DeltaChannel`, a `_DeltaSnapshot(value)` blob is written into
+    `channel_values[k]` when this channel has accumulated at least
+    `snapshot_frequency` updates since its last snapshot (counter supplied
+    via `updates_since_snapshot`). Otherwise the channel is omitted from
+    `channel_values`; its `channel_versions` entry still bumps so that the
+    saver tracks the channel and the ancestor walk can replay writes.

-    `force_delta_snapshot` writes available `DeltaChannel` values as snapshots
-    regardless of `snapshot_frequency`. This is used by `durability="exit"`,
-    where intermediate writes are not stored as ancestor `checkpoint_writes`.
+    Snapshots are eager: even if the channel had no write this step, a
+    version bump is forced (via `get_next_version`) so `put()` includes
+    the channel in `new_versions` and stores the blob.
+
+    `force_delta_snapshot` ignores the cadence and always snapshots —
+    used by `durability="exit"` where intermediate writes are not stored
+    as ancestor `checkpoint_writes`.
+
+    If `new_updates_since_snapshot` is provided, the function resets the
+    counter to `0` for any channel that snapshotted this step. Counters
+    for channels that did not snapshot are left untouched (the caller is
+    responsible for incrementing them based on `updated_channels`).
    """
    ts = datetime.now(timezone.utc).isoformat()
+    counts = updates_since_snapshot or {}
    if channels is None:
        values = checkpoint["channel_values"]
        channel_versions = checkpoint["channel_versions"]
@@ -66,8 +106,13 @@ def create_checkpoint(
            ch = channels[k]
            if (
                isinstance(ch, DeltaChannel)
-                and (force_delta_snapshot or ch.is_snapshot_step(step))
                and ch.is_available()
+                and _should_snapshot_delta(
+                    k,
+                    ch,
+                    counts,
+                    force=force_delta_snapshot,
+                )
            ):
                # Eager snapshot: bump version if not already written this step
                # so put() includes this channel in new_versions and stores blob.
@@ -76,6 +121,8 @@ def create_checkpoint(
                ):
                    channel_versions[k] = get_next_version(channel_versions[k], None)
                values[k] = _DeltaSnapshot(ch.get())
+                if new_updates_since_snapshot is not None:
+                    new_updates_since_snapshot[k] = 0
            else:
                v = ch.checkpoint()
                if v is not MISSING:
@@ -92,15 +139,15 @@ def create_checkpoint(


 def _needs_replay(spec: BaseChannel, stored: object) -> bool:
-    """True if `spec` is a `DeltaChannel` and the stored blob is a sentinel,
-    requiring an ancestor walk to reconstruct.
+    """True if `spec` is a `DeltaChannel` and no value is stored at this
+    checkpoint, requiring an ancestor walk to reconstruct.

    `_DeltaSnapshot` blobs and plain values (migration) resolve directly via
-    `from_checkpoint` — only `DELTA_SENTINEL` / `MISSING` trigger replay.
+    `from_checkpoint` — only absence (`MISSING`) triggers replay.
    """
    if not isinstance(spec, DeltaChannel):
        return False
-    return stored is MISSING or stored is DELTA_SENTINEL
+    return stored is MISSING


 def channels_from_checkpoint(
@@ -113,10 +160,12 @@ def channels_from_checkpoint(
    """Hydrate channels from a checkpoint.

    For most channels, `spec.from_checkpoint(checkpoint["channel_values"][k])`
-    is sufficient. `DeltaChannel` is the exception: sentinel blobs require an
-    ancestor walk via `saver._get_channel_writes_history`. The walk terminates
-    at the nearest `_DeltaSnapshot` blob (step-based) or a pre-migration plain
-    value, so read depth is bounded by `snapshot_frequency`.
+    is sufficient. `DeltaChannel` is the exception: when the channel is
+    absent from `channel_values`, an ancestor walk via
+    `saver.get_delta_channel_history` is required to find the nearest seed
+    (`_DeltaSnapshot` blob or pre-migration plain value) and accumulate
+    the writes between it and the target. All delta channels needing
+    replay are batched into a single saver call.
    """
    channel_specs: dict[str, BaseChannel] = {}
    managed_specs: dict[str, ManagedValueSpec] = {}
@@ -126,18 +175,28 @@ def channels_from_checkpoint(
        else:
            managed_specs[k] = v

+    delta_channels: list[str] = [
+        k
+        for k, spec in channel_specs.items()
+        if _needs_replay(spec, checkpoint["channel_values"].get(k, MISSING))
+    ]
+    histories: Mapping[str, Any] = {}
+    if delta_channels and saver is not None and config is not None:
+        histories = saver.get_delta_channel_history(
+            config=config, channels=delta_channels
+        )
+
    channels: dict[str, BaseChannel] = {}
    for k, spec in channel_specs.items():
        ch: BaseChannel
-        stored = checkpoint["channel_values"].get(k, MISSING)
-        if _needs_replay(spec, stored) and saver is not None and config is not None:
+        if k in histories:
            delta_spec = cast(DeltaChannel, spec)
-            history = saver._get_channel_writes_history(config, k)
-            replay_ch = delta_spec.from_checkpoint(history.seed)
-            replay_ch.replay_writes(history.writes)
+            history = histories[k]
+            replay_ch = delta_spec.from_checkpoint(history.get("seed", MISSING))
+            replay_ch.replay_writes(history["writes"])
            ch = replay_ch
        else:
-            ch = spec.from_checkpoint(stored)
+            ch = spec.from_checkpoint(checkpoint["channel_values"].get(k, MISSING))
        channels[k] = ch
    return channels, managed_specs

@@ -158,18 +217,28 @@ async def achannels_from_checkpoint(
        else:
            managed_specs[k] = v

+    delta_channels: list[str] = [
+        k
+        for k, spec in channel_specs.items()
+        if _needs_replay(spec, checkpoint["channel_values"].get(k, MISSING))
+    ]
+    histories: Mapping[str, Any] = {}
+    if delta_channels and saver is not None and config is not None:
+        histories = await saver.aget_delta_channel_history(
+            config=config, channels=delta_channels
+        )
+
    channels: dict[str, BaseChannel] = {}
    for k, spec in channel_specs.items():
        ch: BaseChannel
-        stored = checkpoint["channel_values"].get(k, MISSING)
-        if _needs_replay(spec, stored) and saver is not None and config is not None:
+        if k in histories:
            delta_spec = cast(DeltaChannel, spec)
-            history = await saver._aget_channel_writes_history(config, k)
-            replay_ch = delta_spec.from_checkpoint(history.seed)
-            replay_ch.replay_writes(history.writes)
+            history = histories[k]
+            replay_ch = delta_spec.from_checkpoint(history.get("seed", MISSING))
+            replay_ch.replay_writes(history["writes"])
            ch = replay_ch
        else:
-            ch = spec.from_checkpoint(stored)
+            ch = spec.from_checkpoint(checkpoint["channel_values"].get(k, MISSING))
        channels[k] = ch
    return channels, managed_specs

@@ -184,3 +253,17 @@ def copy_checkpoint(checkpoint: Checkpoint) -> Checkpoint:
        versions_seen={k: v.copy() for k, v in checkpoint["versions_seen"].items()},
        updated_channels=checkpoint.get("updated_channels", None),
    )
+
+
+def read_delta_updates_since_snapshot(
+    metadata: CheckpointMetadata | None,
+) -> dict[str, int]:
+    """Read the per-channel update counter from checkpoint metadata.
+
+    Returns an empty dict for missing/None metadata; the dict is
+    `total=False` on `CheckpointMetadata`, so absence means "no prior
+    delta-channel activity tracked."
+    """
+    if not metadata:
+        return {}
+    return dict(metadata.get("delta_updates_since_snapshot", {}) or {})
@@ -910,6 +910,22 @@ class PregelLoop:
        if exiting and self.checkpoint["id"] == self.checkpoint_id_saved:
            # checkpoint already saved
            return
+        # Carry per-delta-channel update bookkeeping forward across
+        # supersteps. Capture from the OLD metadata before potentially
+        # replacing it with a fresh dict that wouldn't contain it. Then
+        # increment for any delta channel updated this step (so the count
+        # reflects "supersteps that wrote to this channel since last
+        # snapshot"). create_checkpoint will reset entries to 0 for any
+        # channel that fires a snapshot this step.
+        prev_counts = dict(
+            self.checkpoint_metadata.get("delta_updates_since_snapshot", {}) or {}
+        )
+        new_counts = dict(prev_counts)
+        if self.updated_channels:
+            for ch_name in self.updated_channels:
+                ch_obj = self.channels.get(ch_name)
+                if isinstance(ch_obj, DeltaChannel):
+                    new_counts[ch_name] = new_counts.get(ch_name, 0) + 1
        if not exiting:
            metadata["step"] = self.step
            metadata["parents"] = self.config[CONF].get(CONFIG_KEY_CHECKPOINT_MAP, {})
@@ -929,7 +945,13 @@ class PregelLoop:
            if do_checkpoint
            else None,
            force_delta_snapshot=exiting and self.durability == "exit",
+            updates_since_snapshot=new_counts,
+            new_updates_since_snapshot=new_counts,
        )
+        if new_counts:
+            self.checkpoint_metadata["delta_updates_since_snapshot"] = new_counts
+        elif "delta_updates_since_snapshot" in self.checkpoint_metadata:
+            del self.checkpoint_metadata["delta_updates_since_snapshot"]
        # sanitize TASK channel in the checkpoint before saving (durability=="exit")
        if TASKS in self.checkpoint["channel_values"] and any(
            isinstance(channel, UntrackedValue) for channel in self.channels.values()
@@ -1450,7 +1472,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
        new_versions: ChannelVersions,
    ) -> RunnableConfig:
        # Drain DeltaChannel write futures before committing the checkpoint so
-        # DELTA_SENTINEL blobs are never saved ahead of their backing writes.
+        # ancestor walks never see a checkpoint without its backing writes.
        if self._delta_write_futs:
            futs, self._delta_write_futs = self._delta_write_futs, []
            await asyncio.gather(*futs)
@@ -349,7 +349,7 @@ class StreamMessagesHandlerV2(StreamMessagesHandler, _V2StreamingCallbackHandler
        tags: list[str] | None = None,
        **kwargs: Any,
    ) -> Any:
-        """Forward a protocol event from `stream_v2` as a messages stream part.
+        """Forward a protocol event from `stream_events(version="v3")` as a messages stream part.

        Fires once per `MessagesData` event (`message-start`, per-block
        `content-block-*`, `message-finish`). The transformer layer
@@ -30,6 +30,7 @@ from typing import (
 )
 from uuid import UUID, uuid5

+from langchain_core._api import beta
 from langchain_core.globals import get_debug
 from langchain_core.runnables import (
    RunnableSequence,
@@ -41,6 +42,7 @@ from langchain_core.runnables.config import (
    get_callback_manager_for_config,
 )
 from langchain_core.runnables.graph import Graph
+from langchain_core.runnables.schema import StreamEvent
 from langgraph.cache.base import BaseCache
 from langgraph.checkpoint.base import (
    BaseCheckpointSaver,
@@ -372,11 +374,30 @@ class NodeBuilder:
        )


+# Kwargs that ``stream_events(version="v3")`` / ``astream_events(version="v3")``
+# manage internally and must not be overridden by callers. ``stream_mode`` is
+# derived from the transformer mux; ``subgraphs`` is forced True so nested
+# namespaces flow through scoped muxes. Forwarding either to the inner
+# ``stream(...)`` would silently break v3's invariants, so we raise instead.
+_V3_INVARIANT_KWARGS: tuple[str, ...] = ("stream_mode", "subgraphs")
+
+
+def _reject_v3_invariant_kwargs(kwargs: dict[str, Any]) -> None:
+    collisions = [k for k in _V3_INVARIANT_KWARGS if k in kwargs]
+    if collisions:
+        raise TypeError(
+            "stream_events(version='v3') / astream_events(version='v3') do "
+            f"not accept {', '.join(collisions)}; v3 owns these "
+            "(stream_mode is built from the transformer mux, subgraphs is "
+            "forced True so nested namespaces flow through scoped muxes)."
+        )
+
+
 def _collect_stream_modes(mux: Any) -> list[StreamMode]:
    """Return the union of `required_stream_modes` across registered transformers.

    Transformers declare the stream modes they need to function, and
-    `stream_v2` asks the graph for exactly that union — no hardcoded
+    `stream_events(version="v3")` asks the graph for exactly that union — no hardcoded
    default set. If zero transformers declare a given mode, the graph
    does not stream events for it.
    """
@@ -406,14 +427,14 @@ def _normalize_stream_transformer_factories(
    for spec in specs or ():
        if isinstance(spec, StreamTransformer):
            raise TypeError(
-                "stream_v2 transformers must be scope-aware callables, "
+                "stream_events(version='v3') transformers must be scope-aware callables, "
                f"got pre-built instance {type(spec).__name__}. Pass the "
                "transformer class or a factory like "
                "`lambda scope: MyTransformer(scope, ...)`."
            )
        if not callable(spec):
            raise TypeError(
-                "stream_v2 transformers must be scope-aware callables, "
+                "stream_events(version='v3') transformers must be scope-aware callables, "
                f"got {type(spec).__name__}."
            )

@@ -3447,7 +3468,8 @@ class Pregel(
                await asyncio.shield(run_manager.on_chain_error(e))
            raise

-    def stream_v2(
+    @beta(message="The v3 streaming protocol on Pregel is experimental.")
+    def _pregel_stream_v3(
        self,
        input: InputT | Command | None,
        config: RunnableConfig | None = None,
@@ -3456,42 +3478,19 @@ class Pregel(
        interrupt_after: All | Sequence[str] | None = None,
        control: RunControl | None = None,
        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
+        **kwargs: Any,
    ) -> Any:
-        """Start a sync v2 streaming run driven by transformer projections.
+        """Internal v3 sync streaming implementation. Public entry: stream_events(version='v3').

-        Builds a `StreamMux` from the built-in transformers, this
-        graph's compile-time `stream_transformers`, and any additional
-        `transformers=` supplied at the call site. Returns a
-        `GraphRunStream` that the caller drives by iterating any
-        projection — no background thread.
+        Extra keyword arguments are forwarded to the underlying ``stream(...)``
+        call. The dispatcher in ``stream_events`` rejects ``stream_mode`` and
+        ``subgraphs`` since v3 owns them (``stream_mode`` is derived from the
+        transformer mux; ``subgraphs`` is always True so nested namespaces
+        flow through scoped muxes).

-        `run.output`, `run.interrupted` and `run.interrupts` work
-        regardless of which transformers are registered.
+        !!! warning

-        Note:
-            Nesting v1 `stream(stream_mode="messages")` inside a node
-            of a `stream_v2` run is not fully supported. The outer v2
-            messages handler reroutes `BaseChatModel.invoke` through
-            the v2 event protocol, so the inner v1 handler does not see
-            `on_llm_new_token` chunks. The inner stream still yields a
-            finalized message via `on_llm_end`. Use `stream_v2` for
-            the inner graph as well, or call
-            `chat_model.stream(...)` explicitly, to get token-level
-            streaming.
-
-        Args:
-            input: Graph input.
-            config: Optional runnable config forwarded to the graph.
-            interrupt_before: Nodes to interrupt before, if any.
-            interrupt_after: Nodes to interrupt after, if any.
-            control: Optional run control used to request cooperative drain.
-            transformers: Extra transformer classes or configured factories
-                appended after compile-time `stream_transformers`. Factories
-                are called as `factory(scope)` so they can propagate to
-                subgraph scopes.
-
-        Returns:
-            A `GraphRunStream` the caller iterates to drive the run.
+            The v3 streaming protocol is experimental and may change.
        """
        parent_ns = _resolve_parent_ns(self.config, config)
        compiled_factories = _normalize_stream_transformer_factories(
@@ -3520,11 +3519,13 @@ class Pregel(
                interrupt_before=interrupt_before,
                interrupt_after=interrupt_after,
                control=control,
+                **kwargs,
            )
        )
        return GraphRunStream(graph_iter, mux)

-    async def astream_v2(
+    @beta(message="The v3 streaming protocol on Pregel is experimental.")
+    async def _apregel_stream_v3(
        self,
        input: InputT | Command | None,
        config: RunnableConfig | None = None,
@@ -3533,32 +3534,19 @@ class Pregel(
        interrupt_after: All | Sequence[str] | None = None,
        control: RunControl | None = None,
        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
+        **kwargs: Any,
    ) -> Any:
-        """Async counterpart to `stream_v2`.
+        """Internal v3 async streaming implementation. Public entry: astream_events(version='v3').

-        Returns an `AsyncGraphRunStream` whose projections can be awaited
-        concurrently; each subscribed cursor drives the pump when its
-        buffer is empty.
+        Extra keyword arguments are forwarded to the underlying ``astream(...)``
+        call. The dispatcher in ``astream_events`` rejects ``stream_mode`` and
+        ``subgraphs`` since v3 owns them (``stream_mode`` is derived from the
+        transformer mux; ``subgraphs`` is always True so nested namespaces
+        flow through scoped muxes).

-        Note:
-            Same nesting limitation as `stream_v2`: nesting v1
-            `astream(stream_mode="messages")` inside a node of an
-            `astream_v2` run drops `on_llm_new_token` chunks because
-            the outer v2 handler reroutes `BaseChatModel.invoke`
-            through the v2 event protocol. Use `astream_v2` for the
-            inner graph as well, or call `chat_model.astream(...)`
-            explicitly, to get token-level streaming.
+        !!! warning

-        Args:
-            input: Graph input.
-            config: Optional runnable config forwarded to the graph.
-            interrupt_before: Nodes to interrupt before, if any.
-            interrupt_after: Nodes to interrupt after, if any.
-            control: Optional run control used to request cooperative drain.
-            transformers: Extra transformer classes or configured factories
-                appended after compile-time `stream_transformers`. Factories
-                are called as `factory(scope)` so they can propagate to
-                subgraph scopes.
+            The v3 streaming protocol is experimental and may change.
        """
        parent_ns = _resolve_parent_ns(self.config, config)
        compiled_factories = _normalize_stream_transformer_factories(
@@ -3586,9 +3574,178 @@ class Pregel(
            interrupt_before=interrupt_before,
            interrupt_after=interrupt_after,
            control=control,
+            **kwargs,
        ).__aiter__()
        return AsyncGraphRunStream(graph_aiter, mux)

+    @overload
+    def stream_events(
+        self,
+        input: InputT | Command | None,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v1", "v2"] = "v2",
+        **kwargs: Any,
+    ) -> Iterator[StreamEvent]: ...
+
+    @overload
+    def stream_events(
+        self,
+        input: InputT | Command | None,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v3"],
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: RunControl | None = None,
+        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
+        **kwargs: Any,
+    ) -> Any: ...
+
+    def stream_events(
+        self,
+        input: InputT | Command | None,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v1", "v2", "v3"] = "v2",
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: RunControl | None = None,
+        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
+        **kwargs: Any,
+    ) -> Any:
+        """Stream events from this graph.
+
+        For `version="v1"` / `"v2"`, yields `StreamEvent` dicts (see
+        `Runnable.stream_events`). For `version="v3"`, returns a
+        `GraphRunStream` whose typed projections the caller drives by
+        iterating — no background thread.
+
+        !!! warning
+
+            The `version="v3"` API is experimental and may change.
+
+        Builds a `StreamMux` from the built-in transformers, this
+        graph's compile-time `stream_transformers`, and any additional
+        `transformers=` supplied at the call site. `run.output`,
+        `run.interrupted`, and `run.interrupts` work regardless of
+        which transformers are registered.
+
+        Note:
+            Nesting v1 `stream(stream_mode="messages")` inside a node
+            of a `stream_events(version="v3")` run is not fully
+            supported. The outer v3 messages handler reroutes
+            `BaseChatModel.invoke` through the v2 event protocol, so
+            the inner v1 handler does not see `on_llm_new_token`
+            chunks. The inner stream still yields a finalized message
+            via `on_llm_end`. Use `stream_events(version="v3")` for the
+            inner graph as well, or call `chat_model.stream(...)`
+            explicitly, to get token-level streaming.
+
+        Args:
+            input: Graph input.
+            config: Optional runnable config.
+            version: Streaming-event schema version. `"v3"` selects the
+                content-block-centric streaming protocol.
+            interrupt_before: Nodes to interrupt before, if any. Only
+                used for `version="v3"`.
+            interrupt_after: Nodes to interrupt after, if any. Only
+                used for `version="v3"`.
+            control: Optional run control used to request cooperative
+                drain. Only used for `version="v3"`.
+            transformers: Extra transformer classes or configured
+                factories appended after compile-time
+                `stream_transformers`. Factories are called as
+                `factory(scope)` so they can propagate to subgraph
+                scopes. Only used for `version="v3"`.
+            **kwargs: For `version="v1"`/`"v2"`, forwarded to
+                `Runnable.stream_events`. For `version="v3"`, forwarded
+                to the underlying `stream(...)` call (e.g. `context`,
+                `durability`, `output_keys`, `print_mode`, `debug`).
+                `stream_mode` and `subgraphs` are not accepted under
+                `version="v3"` and raise `TypeError` if supplied; v3
+                owns them.
+
+        Returns:
+            For `version="v3"`, a `GraphRunStream` the caller iterates
+            to drive the run. Otherwise an `Iterator[StreamEvent]`.
+        """
+        if version == "v3":
+            _reject_v3_invariant_kwargs(kwargs)
+            return self._pregel_stream_v3(
+                input,
+                config,
+                interrupt_before=interrupt_before,
+                interrupt_after=interrupt_after,
+                control=control,
+                transformers=transformers,
+                **kwargs,
+            )
+        return super().stream_events(input, config, version=version, **kwargs)
+
+    @overload
+    def astream_events(
+        self,
+        input: InputT | Command | None,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v1", "v2"] = "v2",
+        **kwargs: Any,
+    ) -> AsyncIterator[StreamEvent]: ...
+
+    @overload
+    def astream_events(
+        self,
+        input: InputT | Command | None,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v3"],
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: RunControl | None = None,
+        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
+        **kwargs: Any,
+    ) -> Awaitable[Any]: ...
+
+    def astream_events(
+        self,
+        input: InputT | Command | None,
+        config: RunnableConfig | None = None,
+        *,
+        version: Literal["v1", "v2", "v3"] = "v2",
+        interrupt_before: All | Sequence[str] | None = None,
+        interrupt_after: All | Sequence[str] | None = None,
+        control: RunControl | None = None,
+        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
+        **kwargs: Any,
+    ) -> AsyncIterator[StreamEvent] | Awaitable[Any]:
+        """Async variant of `stream_events`.
+
+        For `version="v3"`, returns an `AsyncGraphRunStream` whose
+        projections can be awaited concurrently; each subscribed cursor
+        drives the pump when its buffer is empty. The same nesting
+        limitation as the sync path applies — see `stream_events` for
+        details.
+
+        !!! warning
+
+            The `version="v3"` API is experimental and may change.
+
+        See `stream_events` for full argument and return documentation.
+        """
+        if version == "v3":
+            _reject_v3_invariant_kwargs(kwargs)
+            return self._apregel_stream_v3(
+                input,
+                config,
+                interrupt_before=interrupt_before,
+                interrupt_after=interrupt_after,
+                control=control,
+                transformers=transformers,
+                **kwargs,
+            )
+        return super().astream_events(input, config, version=version, **kwargs)
+
    @overload
    def invoke(
        self,
@@ -4083,7 +4240,7 @@ def _resolve_parent_ns(
 ) -> tuple[str, ...]:
    """Return the checkpoint namespace the caller is running under.

-    `stream_v2` uses this to scope its native projections
+    `stream_events(version="v3")` uses this to scope its native projections
    (`ValuesTransformer`, `MessagesTransformer`) to events emitted at
    the run's own level. A root call resolves to `()`; a call made
    from inside a node carries the outer graph's task namespace so the
@@ -1,7 +1,7 @@
 """Streaming infrastructure for LangGraph.

-Compile a graph with `transformers=[...]` and call `graph.stream_v2()` /
-`graph.astream_v2()` to drive a transformer pipeline that projects the
+Compile a graph with `transformers=[...]` and call `graph.stream_events(version="v3")` /
+`graph.astream_events(version="v3")` to drive a transformer pipeline that projects the
 graph's raw events into ergonomic per-channel streams.
 """

@@ -88,7 +88,7 @@ class StreamTransformer(ABC):
        required_stream_modes: Stream modes the graph must emit for
            this transformer to have anything to process. Computed as
            the union across all registered transformers to determine
-            which modes a `stream_v2` run requests from the graph.
+            which modes a `stream_events(version="v3")` run requests from the graph.
            Empty tuple means the transformer consumes only synthetic
            events (or is purely passive).
    """
@@ -5,6 +5,8 @@ from collections.abc import AsyncIterator, Awaitable, Callable, Iterator, Mappin
 from types import MappingProxyType, TracebackType
 from typing import TYPE_CHECKING, Any

+from langchain_core._api import beta
+
 from langgraph.stream._convert import convert_to_protocol_event
 from langgraph.stream._mux import StreamMux
 from langgraph.stream._types import ProtocolEvent
@@ -25,6 +27,7 @@ async def _adrive_until_done(pump: Callable[[], Awaitable[bool]]) -> None:
        pass


+@beta(message="The v3 streaming protocol on Pregel is experimental.")
 class GraphRunStream:
    """Sync run stream with caller-driven pumping.

@@ -38,6 +41,11 @@ class GraphRunStream:
    All transformer projections live in `extensions`. Native transformer
    projections (those with `_native = True`) are also set as direct
    attributes on this instance (e.g. `run.values`, `run.messages`).
+
+    !!! warning
+
+        Returned by `Pregel.stream_events(version="v3")`, which is
+        experimental and may change.
    """

    def __init__(
@@ -282,6 +290,7 @@ class GraphRunStream:
                ch._subscribed = False


+@beta(message="The v3 streaming protocol on Pregel is experimental.")
 class AsyncGraphRunStream:
    """Async run stream with caller-driven pumping.

@@ -303,6 +312,11 @@ class AsyncGraphRunStream:
        async for msg in run.messages:
            ...
    ```
+
+    !!! warning
+
+        Awaited from `Pregel.astream_events(version="v3")`, which is
+        experimental and may change.
    """

    def __init__(
@@ -38,8 +38,8 @@ class ValuesTransformer(StreamTransformer):
    Only values events at the run's own level are captured; snapshots
    from deeper subgraphs are left in the main event log but excluded
    from the projection. "Own level" is defined by `scope`, which
-    `stream_v2` / `astream_v2` populate from the caller's
-    checkpoint namespace so that a nested `stream_v2` call still
+    `stream_events(version="v3")` / `astream_events(version="v3")` populate from the caller's
+    checkpoint namespace so that a nested `stream_events(version="v3")` call still
    sees its own root snapshots.
    """

@@ -165,7 +165,7 @@ class MessagesTransformer(StreamTransformer):
    metadata)` from `StreamMessagesHandler`):

    1. Protocol event (dict with `"event"` key) — emitted by
-       `stream_v2()` / `astream_v2()` via the `on_stream_event`
+       `stream_events(version="v3")` / `astream_events(version="v3")` via the `on_stream_event`
       callback. Routed to an existing `ChatModelStream` by
       `metadata["run_id"]`. A `message-start` event creates a new
       stream; `message-finish` closes it.
@@ -177,15 +177,15 @@ class MessagesTransformer(StreamTransformer):
    V1 `AIMessageChunk` tuples (from `on_llm_new_token`) are not
    streamed into this projection: chat models that want to populate
    `run.messages` with content-block streaming must use
-    `stream_v2()` / `astream_v2()`. Models called via the legacy
+    `stream_events(version="v3")` / `astream_events(version="v3")`. Models called via the legacy
    `stream()` method still surface their final `AIMessage` via
    `on_chain_end` when a node returns it as state.

    Only events at the run's own level are projected; tokens from
    deeper subgraphs are left in the main event log but excluded from
    `.messages`. "Own level" is defined by `scope`, which
-    `stream_v2` / `astream_v2` populate from the caller's checkpoint
-    namespace so that a `stream_v2` call inside a node still sees its
+    `stream_events(version="v3")` / `astream_events(version="v3")` populate from the caller's checkpoint
+    namespace so that a `stream_events(version="v3")` call inside a node still sees its
    own root chat model streams on `.messages`. Consumers that need
    subgraph tokens should iterate the raw event stream or register a
    custom transformer.
@@ -281,7 +281,7 @@ class MessagesTransformer(StreamTransformer):
        ):
            self._route_whole_message(payload, node=node)
        # Legacy AIMessageChunk tuples (from on_llm_new_token) are ignored;
-        # v1 streaming callers must switch to stream_v2() to populate this
+        # v1 streaming callers must switch to stream_events(version="v3") to populate this
        # projection.

        return True
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.2.0a3"
+version = "1.2.0a7"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -24,10 +24,10 @@ classifiers = [
    'Programming Language :: Python :: 3.13',
 ]
 dependencies = [
-    "langchain-core>=1.3.2,<2",
-    "langgraph-checkpoint>=4.1.0a3,<5.0.0",
+    "langchain-core>=1.4.0a2,<2",
+    "langgraph-checkpoint>=4.1.0a4,<5.0.0",
    "langgraph-sdk>=0.3.0,<0.4.0",
-    "langgraph-prebuilt>=1.0.12,<1.1.0",
+    "langgraph-prebuilt>=1.1.0a2,<1.2.0",
    "xxhash>=3.5.0",
    "pydantic>=2.7.4",
 ]
@@ -4,7 +4,6 @@ from typing import Annotated

 import pytest
 from langchain_core.messages import AIMessage, HumanMessage, RemoveMessage
-from langgraph.checkpoint.base import DELTA_SENTINEL
 from langgraph.checkpoint.memory import InMemorySaver
 from langgraph.checkpoint.serde.types import _DeltaSnapshot
 from typing_extensions import NotRequired, TypedDict
@@ -140,11 +139,11 @@ def test_delta_channel_basic_two_steps() -> None:

    ch.update([HumanMessage(content="hi", id="h1")])
    d1 = ch.checkpoint()
-    assert d1 is DELTA_SENTINEL
+    assert d1 is MISSING

    ch.update([AIMessage(content="hello", id="a1")])
    d2 = ch.checkpoint()
-    assert d2 is DELTA_SENTINEL
+    assert d2 is MISSING

    assert len(ch.get()) == 2
    assert ch.get()[0].content == "hi"
@@ -154,7 +153,7 @@ def test_delta_channel_basic_two_steps() -> None:
 def test_delta_channel_from_checkpoint_writes_list() -> None:
    """replay_writes on a fresh channel replays through the operator."""
    spec = DeltaChannel(_messages_delta_reducer, list)
-    ch = spec.from_checkpoint(DELTA_SENTINEL)
+    ch = spec.from_checkpoint(MISSING)
    ch.replay_writes(
        [
            ("t0", "messages", HumanMessage(content="hi", id="h1")),
@@ -182,7 +181,7 @@ def test_delta_channel_overwrite() -> None:

    ch.update([Overwrite([HumanMessage(content="new", id="h2")])])
    d = ch.checkpoint()
-    assert d is DELTA_SENTINEL
+    assert d is MISSING
    assert len(ch.get()) == 1
    assert ch.get()[0].content == "new"

@@ -202,7 +201,7 @@ def test_delta_channel_remove_message_and_replay() -> None:
    ch.update([RemoveMessage(id="a1")])
    assert ch.get() == [HumanMessage(content="hi", id="h1")]

-    ch2 = spec.from_checkpoint(DELTA_SENTINEL)
+    ch2 = spec.from_checkpoint(MISSING)
    ch2.replay_writes(
        [
            ("t0", "messages", HumanMessage(content="hi", id="h1")),
@@ -222,7 +221,7 @@ def test_delta_channel_update_by_id_and_replay() -> None:
    ch.update([HumanMessage(content="updated", id="h1")])
    assert ch.get() == [HumanMessage(content="updated", id="h1")]

-    ch2 = spec.from_checkpoint(DELTA_SENTINEL)
+    ch2 = spec.from_checkpoint(MISSING)
    ch2.replay_writes(
        [
            ("t0", "messages", HumanMessage(content="original", id="h1")),
@@ -233,13 +232,70 @@ def test_delta_channel_update_by_id_and_replay() -> None:
    assert ch2.get()[0].content == "updated"


-def test_delta_channel_checkpoint_returns_sentinel() -> None:
-    """checkpoint() always returns DELTA_SENTINEL regardless of state."""
+def test_delta_channel_dict_coercion() -> None:
+    """_messages_delta_reducer coerces dict writes to BaseMessage objects.
+
+    HTTP-driven input always arrives as JSON dicts.  The reducer must coerce
+    them (same contract as add_messages) so graphs work without a separate
+    coercion step.
+    """
    ch = DeltaChannel(_messages_delta_reducer, list).from_checkpoint(MISSING)
-    assert ch.checkpoint() is DELTA_SENTINEL
+
+    # dict input — simulates what arrives from the HTTP API
+    ch.update([{"role": "human", "content": "hello", "id": "h1"}])
+    assert len(ch.get()) == 1
+    assert isinstance(ch.get()[0], HumanMessage)
+    assert ch.get()[0].content == "hello"
+    assert ch.get()[0].id == "h1"
+
+    # update by ID via dict
+    ch.update([{"role": "ai", "content": "world", "id": "h1"}])
+    assert len(ch.get()) == 1
+    assert ch.get()[0].content == "world"
+
+    # remove via RemoveMessage instance (same contract as add_messages)
+    ch.update([RemoveMessage(id="h1")])
+    assert ch.get() == []
+
+
+def test_messages_delta_reducer_coerces_state() -> None:
+    """State (left side) is coerced when raw — supports raw initial input
+    and deserialized blobs. The steady-state path (state already typed)
+    short-circuits and skips coercion.
+    """
+    state = [{"role": "human", "content": "hello", "id": "h1"}]
+    writes = [[{"role": "ai", "content": "world", "id": "h1"}]]
+    result = _messages_delta_reducer(state, writes)  # type: ignore[arg-type]
+    assert len(result) == 1
+    assert isinstance(result[0], AIMessage)
+    assert result[0].content == "world"
+    assert result[0].id == "h1"
+
+
+def test_messages_delta_reducer_tuple_write_is_one_message() -> None:
+    """A top-level tuple write is one message-like, not a sequence to flatten.
+
+    `("user", "hi")` is a valid `MessageLikeRepresentation`; flattening it
+    would produce two HumanMessages ("user", "hi") instead of one.
+    """
+    result = _messages_delta_reducer([], [("user", "hi")])  # type: ignore[arg-type]
+    assert len(result) == 1
+    assert isinstance(result[0], HumanMessage)
+    assert result[0].content == "hi"
+
+
+def test_delta_channel_checkpoint_returns_missing() -> None:
+    """checkpoint() always returns MISSING regardless of state.
+
+    Pregel writes `_DeltaSnapshot(ch.get())` directly into `channel_values`
+    on snapshot steps; the channel itself never participates in snapshot
+    serialization, so its `checkpoint()` is always the absence sentinel.
+    """
+    ch = DeltaChannel(_messages_delta_reducer, list).from_checkpoint(MISSING)
+    assert ch.checkpoint() is MISSING

    ch.update([HumanMessage(content="hi", id="h1")])
-    assert ch.checkpoint() is DELTA_SENTINEL
+    assert ch.checkpoint() is MISSING


 # ---------------------------------------------------------------------------
@@ -247,12 +303,13 @@ def test_delta_channel_checkpoint_returns_sentinel() -> None:
 # ---------------------------------------------------------------------------


-def test_delta_channel_snapshot_step_based() -> None:
-    """Snapshots fire on every Nth step regardless of whether the channel was written.
+def test_delta_channel_snapshot_version_based() -> None:
+    """Snapshots fire when a channel accumulates `snapshot_frequency` updates.

-    With snapshot_frequency=N, every Nth pregel step produces a _DeltaSnapshot
-    blob — even if the channel had no write that step (eager snapshot). This
-    bounds the ancestor walk to at most N steps on any read.
+    Under the version-delta cadence, every time the channel's
+    `current_version - last_snapshot_version >= snapshot_frequency` a
+    `_DeltaSnapshot` blob is written. Bounds the ancestor walk to at most
+    `snapshot_frequency` steps on any read for that channel.
    """

    class State(TypedDict):
@@ -295,51 +352,14 @@ def test_delta_channel_snapshot_step_based() -> None:
    assert len(state.values["messages"]) == 12  # 6 human + 6 AI


-def test_delta_channel_snapshot_fires_even_when_not_written() -> None:
-    """Eager snapshot: _DeltaSnapshot stored at snapshot step even when the
-    channel had no write that step (node_b doesn't touch messages).
-    """
-
-    class State(TypedDict):
-        messages: Annotated[
-            list, DeltaChannel(_messages_delta_reducer, snapshot_frequency=3)
-        ]
-        tick: int
-
-    def writer(state: State) -> dict:
-        i = len(state["messages"]) // 2
-        return {"messages": [AIMessage(content=f"a{i}", id=f"a{i}")]}
-
-    def ticker(state: State) -> dict:
-        return {"tick": state["tick"] + 1}
-
-    g = StateGraph(State)
-    g.add_node("writer", writer)
-    g.add_node("ticker", ticker)
-    g.add_edge(START, "writer")
-    g.add_edge("writer", "ticker")
-    saver = InMemorySaver()
-    graph = g.compile(checkpointer=saver)
-
-    config = {"configurable": {"thread_id": "t1"}}
-    for i in range(5):
-        graph.invoke(
-            {"messages": [HumanMessage(content=f"h{i}", id=f"h{i}")], "tick": 0},
-            config,
-        )
-
-    msg_blobs = {
-        k: saver.serde.loads_typed((t, b))
-        for k, (t, b) in saver.blobs.items()
-        if k[2] == "messages" and t == "msgpack" and b
-    }
-    snapshots = {k: v for k, v in msg_blobs.items() if isinstance(v, _DeltaSnapshot)}
-    assert snapshots, (
-        "eager snapshots must fire even on steps where messages wasn't written"
-    )
-
-    state = graph.get_state(config)
-    assert len(state.values["messages"]) == 10  # 5 human + 5 AI
+# TODO(delta-channel-cadence): the previous "snapshot fires even when channel
+# was not written" test asserted eager step-based snapshotting; under the new
+# version-delta cadence (`should_snapshot` triggers on per-channel update
+# count, not superstep count), no snapshot fires for an unwritten channel.
+# Replace with a test that exercises the version-delta trigger plus the
+# durability="exit" force-snapshot branch — see
+# `docs/superpowers/specs/2026-05-04-delta-channel-batched-reads-design.md`
+# section "Snapshot cadence".


 # ---------------------------------------------------------------------------
@@ -414,11 +434,11 @@ def test_delta_channel_dict_reducer_basic_updates() -> None:

    ch.update([{"a": 1}])
    d1 = ch.checkpoint()
-    assert d1 is DELTA_SENTINEL
+    assert d1 is MISSING

    ch.update([{"b": 2}])
    d2 = ch.checkpoint()
-    assert d2 is DELTA_SENTINEL
+    assert d2 is MISSING

    assert ch.get() == {"a": 1, "b": 2}

@@ -433,7 +453,7 @@ def test_delta_channel_dict_reducer_writes_reconstruction() -> None:
        return result

    spec = _delta_channel_with_type(merge_dicts, dict)
-    ch = spec.from_checkpoint(DELTA_SENTINEL)
+    ch = spec.from_checkpoint(MISSING)
    ch.replay_writes(
        [
            ("t0", "files", {"a": 1}),
@@ -463,7 +483,7 @@ def test_delta_channel_dict_reducer_with_deletions() -> None:
    assert ch.get() == {"file2.py": "content2", "file3.py": "content3"}

    spec = _delta_channel_with_type(merge_files, dict)
-    ch2 = spec.from_checkpoint(DELTA_SENTINEL)
+    ch2 = spec.from_checkpoint(MISSING)
    ch2.replay_writes(
        [
            ("t0", "files", {"file1.py": "content1", "file2.py": "content2"}),
@@ -498,7 +518,7 @@ def test_delta_channel_dict_reducer_overwrite_in_writes_replay() -> None:
        return result

    spec = _delta_channel_with_type(merge_dicts, dict)
-    ch = spec.from_checkpoint(DELTA_SENTINEL)
+    ch = spec.from_checkpoint(MISSING)
    ch.replay_writes(
        [
            ("t0", "files", {"a": 1}),
@@ -639,7 +659,7 @@ def test_delta_channel_from_checkpoint_seed_without_writes() -> None:
 def test_delta_channel_from_checkpoint_seed_none_is_distinct_from_sentinel() -> None:
    """`seed=None` must start replay from None, not from an empty channel.

-    The DELTA_SENTINEL / MISSING sentinels mean 'no seed'; passing `None`
+    The `MISSING` absence sentinel means 'no seed'; passing `None`
    explicitly should feed None to the reducer as the left operand.
    """

@@ -1,35 +1,41 @@
-"""Benchmark: DeltaChannel snapshot_frequency — storage vs. read-depth tradeoff.
+"""Benchmark: DeltaChannel — multi-channel reads, mixed snapshot frequencies.

 Run directly:  python tests/test_delta_channel_benchmark.py
 Run via pytest: pytest tests/test_delta_channel_benchmark.py -s

-Part 1 — baseline (original): DeltaChannel(inf) vs add_messages (BinOp).
-Part 2 — snapshot_frequency sweep: shows the storage/read-latency tradeoff
-  across frequencies [1, 5, 10, 50, inf] at scale.
+Sweeps `(K delta channels, snapshot_frequency strategy, turn count)` and
+reports per-scenario read latency, write latency, storage, and peak Python
+heap usage during `get_state`.

-Key insight:
-  snapshot_frequency=inf  → O(N) storage, O(N) read depth (pure delta)
-  snapshot_frequency=N    → O(N²/N) storage, O(N) read depth bounded by freq
-  snapshot_frequency=1    → O(N²) storage, O(1) read depth (full snapshot)
+Scenarios cover the dimensions where this branch's optimizations matter:
+
+  * K-channel batching   — varying K (number of `DeltaChannel`s the graph
+                           reads on hydrate) shows the effect of merging
+                           per-channel reads into a single saver call.
+  * Mixed frequencies    — channels with very different snapshot cadences
+                           in one graph exercise the per-channel chain
+                           bound in stage-2.
+  * Turn count           — chain depth shows how paged stage-1 holds up.
 """

 from __future__ import annotations

 import contextlib
-import math
+import gc
 import os
 import sys
 import time
+import tracemalloc
 from typing import Annotated, Any

 import pytest
-from langchain_core.messages import AIMessage, HumanMessage
+from langchain_core.messages import HumanMessage
 from langgraph.checkpoint.memory import MemorySaver
 from typing_extensions import TypedDict

 from langgraph.channels.delta import DeltaChannel
 from langgraph.graph import END, StateGraph
-from langgraph.graph.message import _messages_delta_reducer, add_messages
+from langgraph.graph.message import _messages_delta_reducer

 try:
    from langgraph.checkpoint.postgres import PostgresSaver
@@ -42,24 +48,16 @@ try:
 except ImportError:
    _POSTGRES_AVAILABLE = False

+
 # ---------------------------------------------------------------------------
 # Realistic message payload (~100 tokens / ~400 chars each)
 # ---------------------------------------------------------------------------

 _HUMAN_TEMPLATE = (
-    "I need help understanding the implications of {topic} on our system architecture. "
-    "Specifically, I'm concerned about how this interacts with our existing {concern} "
-    "and whether we need to refactor the {component} layer before proceeding. "
-    "We've had prior incidents in this area and want to be deliberate. "
-    "What should we prioritize first, and are there known failure modes we should design around from the start?"
-)
-
-_AI_TEMPLATE = (
-    "Great question about {topic}. The key insight here is that {concern} introduces "
-    "a subtle ordering dependency that most teams overlook until they hit it in production. "
-    "For your {component} layer specifically, I'd recommend starting with a careful audit "
-    "of the interface boundaries before making any structural changes. This will give you "
-    "a clear picture of the blast radius and let you sequence the migration safely."
+    "I need help understanding the implications of {topic} on our system "
+    "architecture. Specifically, I'm concerned about how this interacts with "
+    "our existing {concern} and whether we need to refactor the {component} "
+    "layer before proceeding."
 )

 _TOPICS = [
@@ -68,28 +66,9 @@ _TOPICS = [
    "schema migration",
    "backpressure handling",
    "idempotency guarantees",
-    "cache invalidation",
-    "connection pooling",
-    "rate limiting",
-    "circuit breaking",
-    "observability pipelines",
-]
-
-_CONCERNS = [
-    "concurrency model",
-    "retry semantics",
-    "state management",
-    "error propagation",
-    "latency budget",
-]
-
-_COMPONENTS = [
-    "persistence",
-    "routing",
-    "ingestion",
-    "aggregation",
-    "serialization",
 ]
+_CONCERNS = ["concurrency model", "retry semantics", "ordering guarantees"]
+_COMPONENTS = ["persistence", "ingestion", "routing"]


 def _human_content(i: int) -> str:
@@ -100,136 +79,132 @@ def _human_content(i: int) -> str:
    )


-def _ai_content(i: int) -> str:
-    return _AI_TEMPLATE.format(
-        topic=_TOPICS[i % len(_TOPICS)],
-        concern=_CONCERNS[i % len(_CONCERNS)],
-        component=_COMPONENTS[i % len(_COMPONENTS)],
-    )
-
-
 # ---------------------------------------------------------------------------
-# State definitions
+# State / graph factory: K DeltaChannel fields with per-channel freqs
 # ---------------------------------------------------------------------------


-class BinaryState(TypedDict):
-    messages: Annotated[list, add_messages]
-
-
-class DeltaState(TypedDict):
-    messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
-
-
-def _make_delta_state(snapshot_frequency: int | float) -> type:
-    """Create a TypedDict with DeltaChannel at the given snapshot_frequency."""
-    channel = DeltaChannel(
-        _messages_delta_reducer, snapshot_frequency=snapshot_frequency
-    )
-    # Use the functional TypedDict form so the Annotated type is stored as an
-    # already-evaluated object rather than a forward-reference string (which
-    # would fail when get_type_hints tries to resolve 'snapshot_frequency').
+def _make_state_cls(freqs: list[int]) -> type:
+    """Build a TypedDict with one DeltaChannel per entry in `freqs`."""
+    fields: dict[str, Any] = {}
+    for i, freq in enumerate(freqs):
+        ch = DeltaChannel(_messages_delta_reducer, snapshot_frequency=freq)
+        fields[f"ch{i}"] = Annotated[list, ch]
    return TypedDict(  # type: ignore[return-value]
-        f"DeltaState_freq{snapshot_frequency}",
-        {"messages": Annotated[list, channel]},
+        "_BenchState_" + "-".join(str(f) for f in freqs),
+        fields,
    )


-# ---------------------------------------------------------------------------
-# Graph factory
-# ---------------------------------------------------------------------------
+def _make_graph(state_cls: type, K: int, checkpointer: Any = None) -> Any:
+    """Graph: one node, writes a fresh message into every channel each turn."""

-
-def _make_graph(state_cls: type, checkpointer: Any = None) -> Any:
-    def human_node(state: Any) -> dict:
-        return {}
-
-    def ai_node(state: Any) -> dict:
-        i = len(state["messages"]) // 2
-        return {"messages": [AIMessage(content=_ai_content(i), id=f"a{i}")]}
+    def fanout(state: Any) -> dict[str, Any]:
+        i = max(len(state.get(f"ch{j}", [])) for j in range(K))
+        # Each channel gets its own copy with a unique id so the reducer
+        # does meaningful per-channel state accumulation.
+        return {
+            f"ch{j}": [HumanMessage(content=_human_content(i), id=f"c{j}_{i}")]
+            for j in range(K)
+        }

    g = StateGraph(state_cls)
-    g.add_node("human", human_node)
-    g.add_node("ai", ai_node)
-    g.add_edge("human", "ai")
-    g.add_edge("ai", END)
-    g.set_entry_point("human")
+    g.add_node("fanout", fanout)
+    g.set_entry_point("fanout")
+    g.add_edge("fanout", END)
    return g.compile(checkpointer=checkpointer or MemorySaver())


 # ---------------------------------------------------------------------------
-# Measurement helpers
+# Storage / memory measurement
 # ---------------------------------------------------------------------------


-def _total_blob_bytes(saver: MemorySaver) -> int:
-    total = 0
-    for (_, _, _, _), (type_tag, blob) in saver.blobs.items():
-        if blob is not None:
-            total += len(blob)
-    return total
+def _inmemory_blob_bytes(saver: MemorySaver) -> int:
+    return sum(
+        len(blob) for (_, _, _, _), (_, blob) in saver.blobs.items() if blob is not None
+    )


-def _run_turns(
-    n_turns: int,
-    state_cls: type,
-    checkpointer: Any = None,
-) -> tuple[float, float, int]:
-    """Run n_turns conversation turns.
-
-    Returns (write_elapsed_s, read_elapsed_s, total_blob_bytes).
-    Read latency is the average of 5 get_state calls after the full history
-    is built — forces state rehydration including ancestor replay if needed.
+def _postgres_storage_bytes(saver: Any, thread_id: str) -> int:
+    """Total bytes across checkpoints / checkpoint_blobs / checkpoint_writes
+    rows for this `thread_id`. Uses `pg_column_size` for an in-row payload
+    estimate; faster than full-table size and scoped to the thread."""
+    sql = """
+    SELECT COALESCE(SUM(pg_column_size(c.*)), 0)
+         + COALESCE((SELECT SUM(pg_column_size(b.*)) FROM checkpoint_blobs b
+                     WHERE b.thread_id = %s), 0)
+         + COALESCE((SELECT SUM(pg_column_size(w.*)) FROM checkpoint_writes w
+                     WHERE w.thread_id = %s), 0)
+         AS total
+    FROM checkpoints c
+    WHERE c.thread_id = %s
    """
-    graph = _make_graph(state_cls, checkpointer)
-    config = {"configurable": {"thread_id": "bench"}}
+    with saver._cursor() as cur:
+        cur.execute(sql, (thread_id, thread_id, thread_id))
+        row = cur.fetchone()
+    if row is None:
+        return 0
+    if isinstance(row, dict):
+        return int(row.get("total") or 0)
+    return int(row[0] or 0)

+
+def _run_scenario(
+    freqs: list[int],
+    n_turns: int,
+    checkpointer: Any,
+    thread_id: str,
+) -> dict[str, float | int]:
+    """Drive `n_turns` invocations of a K-channel graph, measure
+    write/read/storage/peak-memory."""
+    K = len(freqs)
+    state_cls = _make_state_cls(freqs)
+    graph = _make_graph(state_cls, K, checkpointer)
+    config = {"configurable": {"thread_id": thread_id}}
+
+    # Write phase
    t0 = time.perf_counter()
    for i in range(n_turns):
-        graph.invoke(
-            {"messages": [HumanMessage(content=_human_content(i), id=f"h{i}")]},
-            config,
-        )
+        graph.invoke({}, config)
    write_elapsed = time.perf_counter() - t0

+    # Read phase + tracemalloc peak across get_state calls
+    gc.collect()
+    tracemalloc.start()
    t1 = time.perf_counter()
    for _ in range(5):
        graph.get_state(config)
    read_elapsed = (time.perf_counter() - t1) / 5
+    _, peak_bytes = tracemalloc.get_traced_memory()
+    tracemalloc.stop()

-    blob_bytes = (
-        _total_blob_bytes(graph.checkpointer)
-        if isinstance(graph.checkpointer, MemorySaver)
-        else -1
-    )
-    return write_elapsed, read_elapsed, blob_bytes
+    # Storage
+    if isinstance(graph.checkpointer, MemorySaver):
+        storage = _inmemory_blob_bytes(graph.checkpointer)
+    elif _POSTGRES_AVAILABLE and isinstance(graph.checkpointer, PostgresSaver):
+        storage = _postgres_storage_bytes(graph.checkpointer, thread_id)
+    else:
+        storage = -1

-
-def _fmt_bytes(n: int) -> str:
-    if n >= 1_000_000:
-        return f"{n / 1_000_000:.1f} MB"
-    if n >= 1_000:
-        return f"{n / 1_000:.1f} KB"
-    return f"{n} B"
-
-
-def _approx_tokens(n_turns: int) -> str:
-    tokens = n_turns * 200
-    if tokens >= 1_000_000:
-        return f"~{tokens / 1_000_000:.1f}M tok"
-    if tokens >= 1_000:
-        return f"~{tokens / 1_000:.0f}K tok"
-    return f"~{tokens} tok"
+    return {
+        "K": K,
+        "turns": n_turns,
+        "write_total_s": write_elapsed,
+        "write_per_invoke_ms": (write_elapsed / n_turns) * 1000,
+        "read_avg_ms": read_elapsed * 1000,
+        "storage_bytes": storage,
+        "peak_mem_bytes": peak_bytes,
+    }


 # ---------------------------------------------------------------------------
-# Checkpointer factories
+# Postgres helpers
 # ---------------------------------------------------------------------------


@contextlib.contextmanager
-def _pg_saver(thread_id: str = "bench"):
-    """Context manager that yields a fresh PostgresSaver and cleans up after."""
+def _pg_saver(thread_id: str):
    with PostgresSaver.from_conn_string(_POSTGRES_URI) as saver:
        saver.setup()
        with saver._cursor() as cur:
@@ -242,7 +217,6 @@ def _pg_saver(thread_id: str = "bench"):


 def _checkpointers() -> list[tuple[str, Any]]:
-    """Return (label, saver_or_None) pairs for available checkpointers."""
    result: list[tuple[str, Any]] = [("InMemory", None)]
    if _POSTGRES_AVAILABLE:
        try:
@@ -256,223 +230,92 @@ def _checkpointers() -> list[tuple[str, Any]]:


 # ---------------------------------------------------------------------------
-# Part 1: baseline DeltaChannel(inf) vs add_messages
+# Scenarios
 # ---------------------------------------------------------------------------

-BASELINE_TURN_COUNTS = [10, 25, 50, 100, 500]
-DELTA_ONLY_TURN_COUNTS = [1000]
+SCENARIOS: list[tuple[str, list[int]]] = [
+    ("K=1, freq=50", [50]),
+    ("K=3, freq=50 uniform", [50, 50, 50]),
+    ("K=3, freq=mixed", [50, 200, 1000]),
+    ("K=8, freq=50 uniform", [50] * 8),
+    ("K=8, freq=mixed", [25, 50, 100, 200, 500, 1000, 1000, 1000]),
+]
+
+TURN_COUNTS = [100, 500]


-def _run_baseline_for_checkpointer(cp_label: str, cp_hint: Any) -> None:
-    W = 72
+def _fmt_bytes(n: int) -> str:
+    if n < 0:
+        return "n/a"
+    if n >= 1_000_000:
+        return f"{n / 1_000_000:.1f} MB"
+    if n >= 1_000:
+        return f"{n / 1_000:.1f} KB"
+    return f"{n} B"

-    def _make_saver():
-        if cp_hint is None:
-            return contextlib.nullcontext(None)
-        return _pg_saver()

-    rows: list[tuple[int, Any, Any, Any, Any, Any, Any]] = []
-    for turns in BASELINE_TURN_COUNTS:
-        with _make_saver() as saver:
-            b_wt, b_rt, b_bytes = _run_turns(turns, BinaryState, saver)
-        with _make_saver() as saver:
-            d_wt, d_rt, d_bytes = _run_turns(turns, DeltaState, saver)
-        rows.append((turns, b_bytes, d_bytes, b_rt, d_rt, b_wt, d_wt))
-    for turns in DELTA_ONLY_TURN_COUNTS:
-        with _make_saver() as saver:
-            d_wt, d_rt, d_bytes = _run_turns(turns, DeltaState, saver)
-        rows.append((turns, None, d_bytes, None, d_rt, None, d_wt))
-
-    def _bytes_or_na(v: Any) -> str:
-        if v is None or v < 0:
-            return "n/a"
-        return _fmt_bytes(v)
-
-    def _ms_or_na(v: Any) -> str:
-        return "n/a" if v is None else f"{v * 1000:.1f}ms"
-
-    print(f"\n  [{cp_label}] Storage (blob bytes)")
-    print(
-        f"  {'turns':>6}  {'ctx':>10}  {'add_msgs':>12}  {'delta(inf)':>12}  {'savings':>8}"
+def _print_scenario_table(cp_label: str, rows: list[dict]) -> None:
+    print(f"\n  [{cp_label}]")
+    header = (
+        f"  {'scenario':<28}{'turns':>8}{'write_ms':>11}"
+        f"{'read_ms':>10}{'storage':>12}{'peak_mem':>12}"
    )
-    print("  " + "-" * (W - 2))
-    for turns, b_bytes, d_bytes, b_rt, d_rt, b_wt, d_wt in rows:
-        if b_bytes is None or b_bytes < 0 or d_bytes is None or d_bytes < 0:
-            ratio_str = "n/a"
-        else:
-            ratio = b_bytes / d_bytes if d_bytes else float("inf")
-            ratio_str = f"{ratio:.0f}x"
+    print(header)
+    print("  " + "-" * (len(header) - 2))
+    for row in rows:
        print(
-            f"  {turns:>6}  {_approx_tokens(turns):>10}  "
-            f"{_bytes_or_na(b_bytes):>12}  {_bytes_or_na(d_bytes):>12}  {ratio_str:>8}"
-        )
-
-    print(f"\n  [{cp_label}] Read latency (avg of 5 get_state calls)")
-    print(f"  {'turns':>6}  {'ctx':>10}  {'add_msgs':>12}  {'delta(inf)':>12}")
-    print("  " + "-" * (W - 2))
-    for turns, b_bytes, d_bytes, b_rt, d_rt, b_wt, d_wt in rows:
-        print(
-            f"  {turns:>6}  {_approx_tokens(turns):>10}  "
-            f"{_ms_or_na(b_rt):>12}  {_ms_or_na(d_rt):>12}"
+            f"  {row['scenario']:<28}"
+            f"{row['turns']:>8}"
+            f"{row['write_per_invoke_ms']:>10.1f}"
+            f"{row['read_avg_ms']:>10.2f}"
+            f"{_fmt_bytes(row['storage_bytes']):>12}"
+            f"{_fmt_bytes(row['peak_mem_bytes']):>12}"
        )


-def run_baseline_benchmark() -> None:
-    print()
-    print("Part 1 — DeltaChannel(inf) vs add_messages: storage & latency")
-    print("=" * 72)
+def run_benchmark() -> list[dict]:
+    """Run the full sweep and return all measurement rows."""
+    all_rows: list[dict] = []
    for cp_label, cp_hint in _checkpointers():
-        _run_baseline_for_checkpointer(cp_label, cp_hint)
-    print()
+        rows: list[dict] = []
+        for scenario_label, freqs in SCENARIOS:
+            for turns in TURN_COUNTS:
+                thread_id = f"bench-{scenario_label.replace(' ', '_')}-{turns}".lower()
+                if cp_hint is None:
+                    saver_ctx: Any = contextlib.nullcontext(None)
+                else:
+                    saver_ctx = _pg_saver(thread_id)
+                with saver_ctx as saver:
+                    measured = _run_scenario(freqs, turns, saver, thread_id)
+                measured["scenario"] = scenario_label
+                measured["saver"] = cp_label
+                rows.append(measured)
+                all_rows.append(measured)
+        _print_scenario_table(cp_label, rows)
+    return all_rows


 # ---------------------------------------------------------------------------
-# Part 2: snapshot_frequency sweep
-# ---------------------------------------------------------------------------
-
-# Frequencies to test. 1 = always snapshot (like BinOp), inf = pure delta.
-SNAPSHOT_FREQUENCIES: list[int | float] = [1, 5, 10, 50, math.inf]
-
-# Turn counts for the sweep — high enough to show storage divergence.
-SWEEP_TURN_COUNTS = [50, 100, 500]
-
-
-def _freq_label(freq: int | float) -> str:
-    if freq == math.inf:
-        return "inf"
-    return str(int(freq))
-
-
-def _run_sweep_for_checkpointer(cp_label: str, cp_hint: Any) -> None:
-    def _make_saver():
-        if cp_hint is None:
-            return contextlib.nullcontext(None)
-        return _pg_saver()
-
-    # Collect results: {turns: {freq_label: (write_s, read_s, bytes)}}
-    results: dict[int, dict[str, tuple[float, float, int]]] = {}
-    for turns in SWEEP_TURN_COUNTS:
-        results[turns] = {}
-        for freq in SNAPSHOT_FREQUENCIES:
-            state_cls = _make_delta_state(freq)
-            with _make_saver() as saver:
-                wt, rt, bb = _run_turns(turns, state_cls, saver)
-            results[turns][_freq_label(freq)] = (wt, rt, bb)
-
-    freq_labels = [_freq_label(f) for f in SNAPSHOT_FREQUENCIES]
-    col_w = 12
-
-    header = f"  {'turns':>6}  {'ctx':>10}" + "".join(
-        f"  {f'freq={freq_label}':>{col_w}}" for freq_label in freq_labels
-    )
-
-    print(f"\n  [{cp_label}] Storage (blob bytes) — lower is better")
-    print(header)
-    print("  " + "-" * (len(header) - 2))
-    for turns in SWEEP_TURN_COUNTS:
-        row = f"  {turns:>6}  {_approx_tokens(turns):>10}"
-        for label in freq_labels:
-            _, _, bb = results[turns][label]
-            row += f"  {_fmt_bytes(bb) if bb >= 0 else 'n/a':>{col_w}}"
-        print(row)
-
-    print(f"\n  [{cp_label}] Read latency (avg of 5 get_state) — lower is better")
-    print(header)
-    print("  " + "-" * (len(header) - 2))
-    for turns in SWEEP_TURN_COUNTS:
-        row = f"  {turns:>6}  {_approx_tokens(turns):>10}"
-        for label in freq_labels:
-            _, rt, _ = results[turns][label]
-            row += f"  {f'{rt * 1000:.1f}ms':>{col_w}}"
-        print(row)
-
-    print(
-        f"\n  [{cp_label}] Per-invoke write latency (total / turns) — lower is better"
-    )
-    print(header)
-    print("  " + "-" * (len(header) - 2))
-    for turns in SWEEP_TURN_COUNTS:
-        row = f"  {turns:>6}  {_approx_tokens(turns):>10}"
-        for label in freq_labels:
-            wt, _, _ = results[turns][label]
-            row += f"  {f'{(wt / turns) * 1000:.1f}ms':>{col_w}}"
-        print(row)
-
-
-def run_snapshot_freq_benchmark() -> None:
-    print()
-    print("Part 2 — DeltaChannel snapshot_frequency sweep")
-    print("Lower freq → fewer snapshots → less storage but deeper read replay")
-    print("=" * 80)
-    for cp_label, cp_hint in _checkpointers():
-        _run_sweep_for_checkpointer(cp_label, cp_hint)
-    print()
-    print("Legend:")
-    print(
-        "  freq=1    snapshot every write (full blob always — same as add_messages / BinOp)"
-    )
-    print("  freq=N    snapshot every N writes; read walks at most N ancestor writes")
-    print("  freq=inf  pure delta; read walks entire ancestor chain")
-    print()
-
-
-# ---------------------------------------------------------------------------
-# Pytest entry points
+# Pytest entry point
 # ---------------------------------------------------------------------------


@pytest.mark.skip(
    reason="slow benchmark — run manually with: python tests/test_delta_channel_benchmark.py"
 )
-def test_delta_channel_baseline_benchmark(capsys: Any) -> None:
-    """DeltaChannel(inf) uses less storage than add_messages at scale."""
+def test_delta_channel_benchmark(capsys: Any) -> None:
+    """Manual benchmark — see module docstring."""
    with capsys.disabled():
-        run_baseline_benchmark()
-
-    for turns in [25, 50]:
-        _, _, b_bytes = _run_turns(turns, BinaryState)
-        _, _, d_bytes = _run_turns(turns, DeltaState)
-        assert d_bytes < b_bytes, (
-            f"DeltaChannel should use less storage at {turns} turns, "
-            f"got delta={d_bytes} binary={b_bytes}"
-        )
-
-
-@pytest.mark.skip(
-    reason="slow benchmark — run manually with: python tests/test_delta_channel_benchmark.py"
-)
-def test_snapshot_freq_benchmark(capsys: Any) -> None:
-    """snapshot_frequency trades storage for bounded read depth."""
-    with capsys.disabled():
-        run_snapshot_freq_benchmark()
-
-    # Correctness: results at all frequencies should agree on final state.
-    n_turns = 20
-    states: dict[str, list] = {}
-    for freq in SNAPSHOT_FREQUENCIES:
-        state_cls = _make_delta_state(freq)
-        graph = _make_graph(state_cls)
-        config = {"configurable": {"thread_id": "correctness"}}
-        for i in range(n_turns):
-            graph.invoke(
-                {"messages": [HumanMessage(content=_human_content(i), id=f"h{i}")]},
-                config,
-            )
-        state = graph.get_state(config)
-        states[_freq_label(freq)] = [m.id for m in state.values["messages"]]
-
-    ref = states["inf"]
-    for label, msg_ids in states.items():
-        assert msg_ids == ref, (
-            f"freq={label} produced different message IDs than freq=inf"
-        )
+        run_benchmark()


 # ---------------------------------------------------------------------------
 # Script entry point
 # ---------------------------------------------------------------------------

+
 if __name__ == "__main__":
-    run_baseline_benchmark()
-    run_snapshot_freq_benchmark()
+    print("DeltaChannel benchmark — multi-channel reads, mixed frequencies")
+    print("=" * 78)
+    run_benchmark()
    sys.exit(0)
@@ -6,11 +6,14 @@ checkpointer — pre-migration state visible at each *settled* ancestor
 checkpoint is preserved, and post-migration writes fold on top through
 the reducer.

-Mechanism under test: the saver's `_get_channel_writes_history(config,
-channel)` walks the parent chain; when it encounters an ancestor whose
-`channel_values[channel]` is a real value (not `DELTA_SENTINEL`), it
-returns that as the `seed`. `DeltaChannel.from_checkpoint(seed)` uses
-it as the base value, and `replay_writes(writes)` folds on-path deltas.
+Mechanism under test: the saver's public `get_delta_channel_history(config,
+channels)` walks the parent chain; when it encounters an ancestor whose
+`channel_values[channel]` is a real value, it populates that channel's
+`seed` in the returned `DeltaChannelHistory`. If the walk reaches the root
+without finding a stored value, the `seed` key is omitted (TypedDict
+absence indicates "start empty"). `DeltaChannel.from_checkpoint(seed)`
+uses it as the base value, and `replay_writes(writes)` folds on-path
+deltas.

 Scenarios covered:

@@ -29,8 +32,8 @@ Scenarios covered:
   pre-migration seed.
 4. **Base-saver fallback path**: a third-party-style subclass that
   removes the optimized `InMemorySaver` override and falls back to
-   `BaseCheckpointSaver._get_channel_writes_history` must produce the
-   same result as the optimized path.
+   `BaseCheckpointSaver.get_delta_channel_history` must produce the same
+   result as the optimized path.
 5. **Channel-type isolation across threads**: two threads on the same
   checkpointer under the delta-channel graph — one freshly-started,
   one migrated from pre-migration state — don't cross-contaminate.
@@ -266,8 +269,8 @@ def test_continuing_migrated_thread_folds_deltas_on_seed() -> None:

 class _ThirdPartyStyleSaver(InMemorySaver):
    """Simulates a third-party saver that inherits the reference
-    `_get_channel_writes_history` implementation from
-    `BaseCheckpointSaver` rather than overriding it.
+    `get_delta_channel_history` implementation from `BaseCheckpointSaver`
+    rather than overriding it.

    We rebind the two methods to the base-class versions (via MRO) so
    the fallback path is exercised even though the storage layer is
@@ -275,11 +278,11 @@ class _ThirdPartyStyleSaver(InMemorySaver):
    """

    # MRO: [_ThirdPartyStyleSaver, InMemorySaver, BaseCheckpointSaver, ...]
-    _get_channel_writes_history = (  # type: ignore[assignment]
-        InMemorySaver.__mro__[1]._get_channel_writes_history  # type: ignore[attr-defined]
+    get_delta_channel_history = (  # type: ignore[assignment]
+        InMemorySaver.__mro__[1].get_delta_channel_history  # type: ignore[attr-defined]
    )
-    _aget_channel_writes_history = (  # type: ignore[assignment]
-        InMemorySaver.__mro__[1]._aget_channel_writes_history  # type: ignore[attr-defined]
+    aget_delta_channel_history = (  # type: ignore[assignment]
+        InMemorySaver.__mro__[1].aget_delta_channel_history  # type: ignore[attr-defined]
    )


@@ -326,7 +329,7 @@ def test_delta_and_migrated_threads_do_not_cross_contaminate() -> None:
    """Two threads sharing a checkpointer — one migrated from
    pre-migration state, one freshly-started under DeltaChannel — must
    maintain independent state. The parent-chain walk in
-    `_get_channel_writes_history` must be scoped to the target thread.
+    `get_delta_channel_history` must be scoped to the target thread.
    """

    checkpointer = InMemorySaver()
@@ -429,9 +432,10 @@ async def test_tip_of_pre_migration_hydrates_directly_async() -> None:

 def test_update_state_after_migration_uses_written_value() -> None:
    """After migrating and running at least one post-migration super-step
-    (so the thread's tip has a `DELTA_SENTINEL`), `update_state` writes a
-    concrete value to a new checkpoint's `channel_values`. `get_state`
-    must reflect that concrete value."""
+    (so the thread's tip has its delta channel absent from `channel_values`,
+    or stored as a `_DeltaSnapshot` on a snapshot step), `update_state`
+    writes a concrete value into a new checkpoint's `channel_values`.
+    `get_state` must reflect that concrete value."""

    checkpointer = InMemorySaver()
    config = {"configurable": {"thread_id": "update-state"}}
@@ -441,7 +445,8 @@ def test_update_state_after_migration_uses_written_value() -> None:
    _drive(binop, config, "u", 2)

    # Migrate and run one more super-step so the tip is a post-migration
-    # checkpoint with `DELTA_SENTINEL` in its own `channel_values`.
+    # checkpoint where the delta channel is absent from `channel_values`
+    # (no snapshot fired this step).
    delta = _delta_graph(checkpointer)
    delta.invoke({"items": ["post"]}, config)

@@ -291,13 +291,15 @@ class TestInterleaveArrivalOrder:


 # ---------------------------------------------------------------------------
-# Integration test: interleave with stream_v2
+# Integration test: interleave with stream_events(version="v3")
 # ---------------------------------------------------------------------------


 class TestInterleaveIntegration:
    def test_interleave_values_and_messages(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        tagged = list(run.interleave("values", "messages"))
        names = [name for name, _ in tagged]
        assert set(names).issubset({"values", "messages"})
@@ -319,7 +321,9 @@ class TestInterleaveIntegration:
            list(run.interleave("alpha"))

    def test_interleave_releases_projections_on_completion(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        list(run.interleave("values", "messages"))
        # Subscriptions should be released after the generator completes,
        # so the channels can be re-iterated (they'll be empty / closed).
@@ -327,7 +331,9 @@ class TestInterleaveIntegration:
        assert run.extensions["messages"]._subscribed is False

    def test_interleave_releases_projections_on_early_break(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        gen = run.interleave("values", "messages")
        next(gen)
        gen.close()
@@ -25,7 +25,6 @@ from langchain_core.runnables import (
 from langchain_core.runnables.graph import Edge
 from langgraph.cache.base import BaseCache
 from langgraph.checkpoint.base import (
-    DELTA_SENTINEL,
    BaseCheckpointSaver,
    Checkpoint,
    CheckpointMetadata,
@@ -9618,7 +9617,9 @@ async def test_delta_channel_durability_exit_stores_snapshot() -> None:

 async def test_delta_channel_async_write_ordering() -> None:
    """In async mode, DeltaChannel write futures are awaited before the checkpoint
-    is committed, so aput_writes always precedes aput for sentinel checkpoints."""
+    is committed, so aput_writes always precedes aput for delta-channel
+    checkpoints (those where the delta channel had a versioned write but
+    is absent from `channel_values`, i.e. no snapshot fired this step)."""

    class State(TypedDict):
        messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
@@ -9637,10 +9638,17 @@ async def test_delta_channel_async_write_ordering() -> None:
        return result

    async def tracked_aput(self, config, checkpoint, metadata, new_versions):
-        has_sentinel = any(
-            v is DELTA_SENTINEL for v in checkpoint.get("channel_values", {}).values()
+        # A "delta" checkpoint here = `messages` versioned but absent from
+        # `channel_values` (no snapshot fired). When a snapshot does fire,
+        # `channel_values["messages"]` is a `_DeltaSnapshot` — also a delta
+        # checkpoint shape, since the writes still have to be persisted
+        # before the parent checkpoint commits.
+        channel_values = checkpoint.get("channel_values", {})
+        is_delta_step = (
+            "messages" in checkpoint.get("channel_versions", {})
+            and "messages" not in channel_values
        )
-        order.append("aput_sentinel" if has_sentinel else "aput_other")
+        order.append("aput_delta" if is_delta_step else "aput_other")
        return await original_aput(self, config, checkpoint, metadata, new_versions)

    InMemorySaver.aput_writes = tracked_aput_writes
@@ -9657,18 +9665,18 @@ async def test_delta_channel_async_write_ordering() -> None:
                {"messages": [HumanMessage(content=f"h{i}", id=f"h{i}")]}, config
            )

-        # Every aput_sentinel must be preceded by at least one aput_writes
+        # Every aput_delta must be preceded by at least one aput_writes
        for i, event in enumerate(order):
-            if event == "aput_sentinel":
+            if event == "aput_delta":
                preceding = order[:i]
                assert "aput_writes" in preceding, (
-                    f"aput_sentinel at {i} had no preceding aput_writes: {order}"
+                    f"aput_delta at {i} had no preceding aput_writes: {order}"
                )
                last_write_idx = max(
                    j for j, e in enumerate(order[:i]) if e == "aput_writes"
                )
                assert last_write_idx < i, (
-                    f"aput_writes at {last_write_idx} should precede aput_sentinel at {i}: {order}"
+                    f"aput_writes at {last_write_idx} should precede aput_delta at {i}: {order}"
                )
    finally:
        InMemorySaver.aput_writes = original_aput_writes
@@ -1,4 +1,4 @@
-"""Tests for Pregel.stream_v2 / astream_v2 and the transformer pipeline."""
+"""Tests for Pregel.stream_events(version="v3") / astream_events(version="v3") and the transformer pipeline."""

 from __future__ import annotations

@@ -125,7 +125,7 @@ def _build_custom_stream_graph():
 class _CustomPassthroughTransformer(StreamTransformer):
    """Opts a run into the `custom` stream mode without building a projection.

-    `stream_v2` requests only the modes that registered transformers
+    `stream_events(version="v3")` requests only the modes that registered transformers
    declare via `required_stream_modes`. Custom events are raw user
    emissions from `StreamWriter`, so tests that want them visible on
    the main event log register this pass-through transformer.
@@ -390,25 +390,31 @@ class TestStreamChannelNamed:


 # ---------------------------------------------------------------------------
-# stream_v2 sync tests
+# stream_events(version="v3") sync tests
 # ---------------------------------------------------------------------------


 class TestStreamV2Sync:
    def test_values_projection(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        snapshots = list(run.values)
        assert len(snapshots) >= 1
        last = snapshots[-1]
        assert "A" in last["value"] and "B" in last["value"]

    def test_output(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        output = run.output
        assert output == {"value": "xAB", "items": ["a", "b"]}

    def test_raw_event_iteration(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        events = list(run)
        assert len(events) > 0
        for event in events:
@@ -418,22 +424,27 @@ class TestStreamV2Sync:
            assert isinstance(event["params"]["timestamp"], int)

    def test_extensions_has_native_keys(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        _ = run.output
        assert "values" in run.extensions and "messages" in run.extensions
        assert run.values is run.extensions["values"]
        assert run.messages is run.extensions["messages"]

    def test_extensions_is_read_only(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(TypeError):
            run.extensions["new_key"] = object()  # type: ignore[index]
        with pytest.raises(TypeError):
            del run.extensions["values"]  # type: ignore[attr-defined]

    def test_custom_stream_events(self) -> None:
-        run = _build_custom_stream_graph().stream_v2(
+        run = _build_custom_stream_graph().stream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CustomPassthroughTransformer],
        )
        custom_events = [e for e in run if e["method"] == "custom"]
@@ -444,18 +455,22 @@ class TestStreamV2Sync:
    def test_custom_events_suppressed_without_transformer(self) -> None:
        """Without a transformer declaring `"custom"`, no custom events flow.

-        `stream_v2` asks the graph only for the modes that registered
+        `stream_events(version="v3")` asks the graph only for the modes that registered
        transformers require. Built-ins cover `values` / `messages`;
        consumers that want raw custom events surface them by
        registering a transformer whose `required_stream_modes`
        includes `"custom"`.
        """
-        run = _build_custom_stream_graph().stream_v2({"value": "x", "items": []})
+        run = _build_custom_stream_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        custom_events = [e for e in run if e["method"] == "custom"]
        assert custom_events == []

    def test_interleave_values_and_messages(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        tagged = list(run.interleave("values", "messages"))
        names = [name for name, _ in tagged]
        assert set(names).issubset({"values", "messages"})
@@ -465,7 +480,9 @@ class TestStreamV2Sync:
        assert run.extensions["messages"]._subscribed is False

    def test_abort_marks_exhausted_and_closes_mux(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        values_iter = iter(run.values)
        _ = next(values_iter)
        run.abort()
@@ -474,48 +491,63 @@ class TestStreamV2Sync:
        run.abort()  # idempotent

    def test_context_manager_calls_abort_on_exit(self) -> None:
-        with _build_simple_graph().stream_v2({"value": "x", "items": []}) as run:
+        with _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        ) as run:
            _ = next(iter(run.values))
        assert run._exhausted is True

    def test_interleave_unknown_projection(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(KeyError):
            list(run.interleave("values", "does_not_exist"))


 class TestStreamV2SyncErrors:
    def test_error_propagation_output(self) -> None:
-        run = _build_error_graph().stream_v2({"value": "x", "items": []})
+        run = _build_error_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            _ = run.output

    def test_error_propagation_values(self) -> None:
-        run = _build_error_graph().stream_v2({"value": "x", "items": []})
+        run = _build_error_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            list(run.values)

    def test_error_propagation_raw_events(self) -> None:
-        run = _build_error_graph().stream_v2({"value": "x", "items": []})
+        run = _build_error_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            list(run)

    def test_error_propagation_interrupted(self) -> None:
-        run = _build_error_graph().stream_v2({"value": "x", "items": []})
+        run = _build_error_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            _ = run.interrupted

    def test_error_propagation_interrupts(self) -> None:
-        run = _build_error_graph().stream_v2({"value": "x", "items": []})
+        run = _build_error_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            _ = run.interrupts


 class TestStreamV2SyncInterrupt:
    def test_interrupted(self) -> None:
-        run = _build_interrupt_graph().stream_v2(
+        run = _build_interrupt_graph().stream_events(
            {"value": "x", "items": []},
            {"configurable": {"thread_id": "t1"}},
+            version="v3",
        )
        _ = run.output
        assert run.interrupted is True
@@ -523,7 +555,7 @@ class TestStreamV2SyncInterrupt:


 # ---------------------------------------------------------------------------
-# astream_v2 async tests
+# astream_events(version="v3") async tests
 # ---------------------------------------------------------------------------


@@ -531,26 +563,34 @@ class TestStreamV2SyncInterrupt:
@NEEDS_CONTEXTVARS
 class TestStreamV2Async:
    async def test_values_projection(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        snapshots = [s async for s in run.values]
        assert len(snapshots) >= 1
        last = snapshots[-1]
        assert "A" in last["value"] and "B" in last["value"]

    async def test_output(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        output = await run.output()
        assert output == {"value": "xAB", "items": ["a", "b"]}

    async def test_raw_event_iteration(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        events = [e async for e in run]
        assert len(events) > 0
        for event in events:
            assert event["type"] == "event"

    async def test_abort_marks_exhausted_and_closes_mux(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        values_iter = aiter(run.values)
        _ = await anext(values_iter)
        await run.abort()
@@ -560,21 +600,26 @@ class TestStreamV2Async:
        await run.abort()  # idempotent

    async def test_context_manager_calls_abort_on_exit(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        async with run:
            _ = await anext(aiter(run.values))
        assert run._exhausted is True

    async def test_extensions_has_native_keys(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        _ = await run.output()
        assert "values" in run.extensions and "messages" in run.extensions
        assert run.values is run.extensions["values"]
        assert run.messages is run.extensions["messages"]

    async def test_custom_stream_events(self) -> None:
-        run = await _build_custom_stream_graph().astream_v2(
+        run = await _build_custom_stream_graph().astream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CustomPassthroughTransformer],
        )
        events = [e async for e in run]
@@ -588,29 +633,39 @@ class TestStreamV2Async:
@NEEDS_CONTEXTVARS
 class TestStreamV2AsyncErrors:
    async def test_error_propagation_output(self) -> None:
-        run = await _build_error_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_error_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            await run.output()

    async def test_error_propagation_values(self) -> None:
-        run = await _build_error_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_error_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            async for _ in run.values:
                pass

    async def test_error_propagation_raw_events(self) -> None:
-        run = await _build_error_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_error_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            async for _ in run:
                pass

    async def test_error_propagation_interrupted(self) -> None:
-        run = await _build_error_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_error_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            await run.interrupted()

    async def test_error_propagation_interrupts(self) -> None:
-        run = await _build_error_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_error_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        with pytest.raises(ValueError, match="boom"):
            await run.interrupts()

@@ -619,9 +674,10 @@ class TestStreamV2AsyncErrors:
@NEEDS_CONTEXTVARS
 class TestStreamV2AsyncInterrupt:
    async def test_interrupted(self) -> None:
-        run = await _build_interrupt_graph().astream_v2(
+        run = await _build_interrupt_graph().astream_events(
            {"value": "x", "items": []},
            {"configurable": {"thread_id": "t2"}},
+            version="v3",
        )
        _ = await run.output()
        assert await run.interrupted() is True
@@ -985,8 +1041,8 @@ class TestCustomTransformer:
                    self._channel.push(self._count)
                return True

-        run = _build_simple_graph().stream_v2(
-            {"value": "x", "items": []}, transformers=[CounterTransformer]
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3", transformers=[CounterTransformer]
        )
        assert "counter" in run.extensions
        counter_iter = iter(run.extensions["counter"])
@@ -1011,15 +1067,15 @@ class TestCustomTransformer:
                    self._log.push("saw_values")
                return True

-        run = _build_simple_graph().stream_v2(
-            {"value": "x", "items": []}, transformers=[FooTransformer]
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3", transformers=[FooTransformer]
        )
        foo_iter = iter(run.foo)
        _ = run.output
        assert "foo" in run.extensions and run.foo is run.extensions["foo"]
        assert "saw_values" in list(foo_iter)

-    def test_stream_v2_rejects_transformer_instances(self) -> None:
+    def test_stream_events_v3_rejects_transformer_instances(self) -> None:
        class InstanceTransformer(StreamTransformer):
            def init(self) -> dict[str, Any]:
                return {}
@@ -1028,8 +1084,10 @@ class TestCustomTransformer:
                return True

        with pytest.raises(TypeError, match="pre-built instance"):
-            _build_simple_graph().stream_v2(
-                {"value": "x", "items": []}, transformers=[InstanceTransformer()]
+            _build_simple_graph().stream_events(
+                {"value": "x", "items": []},
+                version="v3",
+                transformers=[InstanceTransformer()],
            )

    def test_stream_channel_auto_forward(self) -> None:
@@ -1048,8 +1106,8 @@ class TestCustomTransformer:
                    self._channel.push("emitted")
                return True

-        run = _build_simple_graph().stream_v2(
-            {"value": "x", "items": []}, transformers=[EmitterTransformer]
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3", transformers=[EmitterTransformer]
        )
        custom_events = [e for e in run if e["method"] == "custom:emitter"]
        assert len(custom_events) > 0
@@ -1093,8 +1151,10 @@ class TestCustomTransformer:
                return True

        with pytest.raises(ValueError, match=r"conflict.*'values'.*ValuesTransformer"):
-            _build_simple_graph().stream_v2(
-                {"value": "x", "items": []}, transformers=[ConflictTransformer]
+            _build_simple_graph().stream_events(
+                {"value": "x", "items": []},
+                version="v3",
+                transformers=[ConflictTransformer],
            )


@@ -1176,8 +1236,8 @@ class TestStreamChannelAutoLifecycle:
                    self._log.push("got_it")
                return True

-        run = _build_simple_graph().stream_v2(
-            {"value": "x", "items": []}, transformers=[MinimalTransformer]
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3", transformers=[MinimalTransformer]
        )
        minimal_iter = iter(run.extensions["minimal"])
        _ = run.output
@@ -1437,8 +1497,8 @@ class TestAsyncTransformerLane:
            async def afinalize(self) -> None:
                self._log.close()

-        run = await _build_simple_graph().astream_v2(
-            {"value": "x", "items": []}, transformers=[Scorer]
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3", transformers=[Scorer]
        )
        scores_cursor = aiter(run.extensions["scores"])
        _ = await run.output()
@@ -1454,7 +1514,9 @@ class TestAsyncTransformerLane:
@NEEDS_CONTEXTVARS
 class TestMemoryBounds:
    def test_sync_subscribed_buffer_stays_at_most_one_between_yields(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        events_iter = iter(run)
        max_buffered = 0
        count = 0
@@ -1467,7 +1529,9 @@ class TestMemoryBounds:
        )

    def test_unsubscribed_projections_never_accumulate(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        list(run)
        values_log = run.extensions["values"]
        messages_log = run.extensions["messages"]
@@ -1475,19 +1539,25 @@ class TestMemoryBounds:
        assert len(messages_log._items) == 0 and not messages_log._subscribed

    def test_output_path_does_not_retain_values(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        _ = run.output
        values_log = run.extensions["values"]
        assert len(values_log._items) == 0 and not values_log._subscribed

    def test_drained_subscriber_buffer_returns_to_empty(self) -> None:
-        run = _build_simple_graph().stream_v2({"value": "x", "items": []})
+        run = _build_simple_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        list(run.values)
        assert len(run.extensions["values"]._items) == 0

    @pytest.mark.anyio
    async def test_async_single_consumer_buffer_stays_at_most_one(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        max_buffered = 0
        count = 0
        async for _ in run:
@@ -1498,7 +1568,9 @@ class TestMemoryBounds:

    @pytest.mark.anyio
    async def test_async_unsubscribed_projections_never_accumulate(self) -> None:
-        run = await _build_simple_graph().astream_v2({"value": "x", "items": []})
+        run = await _build_simple_graph().astream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        _ = await run.output()
        values_log = run.extensions["values"]
        messages_log = run.extensions["messages"]
@@ -2210,7 +2210,6 @@ def test_graph_error_handler_does_not_swallow_interrupt_concurrent():
    )


-
 def test_node_error_handlers_route_to_matching_handler():
    class State(TypedDict):
        route: str
@@ -2268,4 +2267,3 @@ def test_node_without_error_handler_still_fails_run():

    with pytest.raises(ValueError, match="no handler"):
        graph.invoke({"foo": ""})
-
@@ -4,7 +4,7 @@ These transformers capture raw protocol events for their respective stream
 modes and expose them as native projections on the run stream (run.custom,
 run.updates, run.checkpoints, run.debug, run.tasks). Tests dispatch synthetic
 protocol events through a StreamMux to isolate transformer logic; the final
-group exercises real graphs through stream_v2.
+group exercises real graphs through stream_events(version="v3").
 """

 from __future__ import annotations
@@ -478,7 +478,7 @@ def test_unrelated_events_ignored_by_all() -> None:


 # ---------------------------------------------------------------------------
-# End-to-end: real graphs through stream_v2
+# End-to-end: real graphs through stream_events(version="v3")
 # ---------------------------------------------------------------------------


@@ -503,11 +503,11 @@ def _make_simple_graph() -> Any:
    return builder.compile()


-def test_stream_v2_custom_projection_opt_in() -> None:
+def test_stream_events_v3_custom_projection_opt_in() -> None:
    """run.custom surfaces get_stream_writer() payloads when opted in."""
    graph = _make_simple_graph()
-    run = graph.stream_v2(
-        {"value": "hello", "items": []}, transformers=[CustomTransformer]
+    run = graph.stream_events(
+        {"value": "hello", "items": []}, version="v3", transformers=[CustomTransformer]
    )

    custom_events = list(run.custom)
@@ -515,11 +515,11 @@ def test_stream_v2_custom_projection_opt_in() -> None:
    assert any(e.get("status") == "working" for e in custom_events)


-def test_stream_v2_custom_and_values_coexist() -> None:
+def test_stream_events_v3_custom_and_values_coexist() -> None:
    """Both run.custom and run.values work in the same run."""
    graph = _make_simple_graph()
-    run = graph.stream_v2(
-        {"value": "hello", "items": []}, transformers=[CustomTransformer]
+    run = graph.stream_events(
+        {"value": "hello", "items": []}, version="v3", transformers=[CustomTransformer]
    )

    custom_events = list(run.custom)
@@ -528,10 +528,12 @@ def test_stream_v2_custom_and_values_coexist() -> None:
    assert len(custom_events) >= 1


-def test_stream_v2_tasks_projection_opt_in() -> None:
+def test_stream_events_v3_tasks_projection_opt_in() -> None:
    """run.tasks surfaces raw task events when opted in via transformers=."""
    graph = _make_simple_graph()
-    run = graph.stream_v2({"value": "x", "items": []}, transformers=[TasksTransformer])
+    run = graph.stream_events(
+        {"value": "x", "items": []}, transformers=[TasksTransformer], version="v3"
+    )

    tasks_events = list(run.tasks)
    assert len(tasks_events) >= 1
@@ -539,10 +541,12 @@ def test_stream_v2_tasks_projection_opt_in() -> None:
    assert "my_node" in names


-def test_stream_v2_debug_projection_opt_in() -> None:
+def test_stream_events_v3_debug_projection_opt_in() -> None:
    """run.debug surfaces debug events when opted in via transformers=."""
    graph = _make_simple_graph()
-    run = graph.stream_v2({"value": "x", "items": []}, transformers=[DebugTransformer])
+    run = graph.stream_events(
+        {"value": "x", "items": []}, transformers=[DebugTransformer], version="v3"
+    )

    debug_events = list(run.debug)
    assert len(debug_events) >= 1
@@ -550,11 +554,11 @@ def test_stream_v2_debug_projection_opt_in() -> None:
    assert types & {"checkpoint", "task", "task_result"}


-def test_stream_v2_updates_projection_opt_in() -> None:
+def test_stream_events_v3_updates_projection_opt_in() -> None:
    """run.updates surfaces node output dicts when opted in via transformers=."""
    graph = _make_simple_graph()
-    run = graph.stream_v2(
-        {"value": "x", "items": []}, transformers=[UpdatesTransformer]
+    run = graph.stream_events(
+        {"value": "x", "items": []}, version="v3", transformers=[UpdatesTransformer]
    )

    updates = list(run.updates)
@@ -563,11 +567,12 @@ def test_stream_v2_updates_projection_opt_in() -> None:
    assert "my_node" in node_names


-def test_stream_v2_all_transformers_interleaved() -> None:
+def test_stream_events_v3_all_transformers_interleaved() -> None:
    """All five transformers registered together, consumed via interleave."""
    graph = _make_simple_graph()
-    run = graph.stream_v2(
+    run = graph.stream_events(
        {"value": "x", "items": []},
+        version="v3",
        transformers=[
            CustomTransformer,
            UpdatesTransformer,
@@ -599,7 +604,7 @@ def test_stream_v2_all_transformers_interleaved() -> None:
    assert run.output["value"] == "x!"


-def test_stream_v2_all_transformers_with_checkpointer() -> None:
+def test_stream_events_v3_all_transformers_with_checkpointer() -> None:
    """All transformers with a checkpointer — run.checkpoints populated."""
    from langgraph.checkpoint.memory import InMemorySaver

@@ -609,8 +614,9 @@ def test_stream_v2_all_transformers_with_checkpointer() -> None:
    builder.add_edge("my_node", END)
    graph = builder.compile(checkpointer=InMemorySaver())

-    run = graph.stream_v2(
+    run = graph.stream_events(
        {"value": "x", "items": []},
+        version="v3",
        config={"configurable": {"thread_id": "test-all"}},
        transformers=[
            CustomTransformer,
@@ -637,7 +643,7 @@ def test_stream_v2_all_transformers_with_checkpointer() -> None:
    assert len(collected["custom"]) >= 1


-def test_stream_v2_checkpoints_projection_opt_in() -> None:
+def test_stream_events_v3_checkpoints_projection_opt_in() -> None:
    """run.checkpoints surfaces checkpoint data when opted in with a checkpointer."""
    from langgraph.checkpoint.memory import InMemorySaver

@@ -647,8 +653,9 @@ def test_stream_v2_checkpoints_projection_opt_in() -> None:
    builder.add_edge("my_node", END)
    graph = builder.compile(checkpointer=InMemorySaver())

-    run = graph.stream_v2(
+    run = graph.stream_events(
        {"value": "x", "items": []},
+        version="v3",
        config={"configurable": {"thread_id": "test-ckpt-standalone"}},
        transformers=[CheckpointsTransformer],
    )
@@ -688,8 +695,9 @@ def test_tasks_and_lifecycle_coregistration_e2e() -> None:
    is present and suppressing them from the main log.
    """
    graph = _make_simple_graph()
-    run = graph.stream_v2(
+    run = graph.stream_events(
        {"value": "x", "items": []},
+        version="v3",
        transformers=[TasksTransformer],
    )

@@ -231,7 +231,7 @@ class TestV2Stream:
        for c in chunks:
            _assert_stream_part_shape(c)

-    def test_stream_v2_accepts_control_for_drain(self) -> None:
+    def test_stream_events_v3_accepts_control_for_drain(self) -> None:
        class DrainState(TypedDict, total=False):
            value: str
            skipped: str
@@ -253,7 +253,7 @@ class TestV2Stream:
        builder.add_edge("second", END)
        graph = builder.compile()

-        run = graph.stream_v2({}, control=control)
+        run = graph.stream_events({}, control=control, version="v3")
        with pytest.raises(GraphDrained, match="sigterm"):
            list(run.values)

@@ -1124,7 +1124,7 @@ class TestV2ValidationErrors:

    _INVALID_INPUT: dict[str, Any] = {"value": [1, 2, 3], "items": []}

-    def test_stream_v2_pydantic_validation_error(self) -> None:
+    def test_stream_events_v3_pydantic_validation_error(self) -> None:
        """Invalid input to stream with v2 + pydantic state raises ValidationError."""
        graph = _make_pydantic_graph()
        with pytest.raises(ValidationError):
@@ -1,9 +1,9 @@
-"""End-to-end tests exercising all stream_v2 projections together.
+"""End-to-end tests exercising all stream_events(version="v3") projections together.

 Each test builds a realistic graph (subgraphs, LLM calls, custom writers,
 interrupts) and verifies that every projection — values, messages, lifecycle,
 subgraphs, raw events, output, interleave — produces correct, consistent
-results through a single stream_v2 / astream_v2 run.
+results through a single stream_events(version="v3") / astream_events(version="v3") run.
 """

 from __future__ import annotations
@@ -218,9 +218,9 @@ class _CounterTransformer(StreamTransformer):

 class TestStreamV2E2ESync:
    def test_all_projections_nested_graph(self) -> None:
-        """Run a nested graph through stream_v2 and verify values + lifecycle."""
+        """Run a nested graph through stream_events(version="v3") and verify values + lifecycle."""
        graph = _make_nested_graph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")

        values_snapshots: list[dict[str, Any]] = []
        lifecycle_events: list[dict[str, Any]] = []
@@ -246,7 +246,7 @@ class TestStreamV2E2ESync:
    def test_subgraph_handles_with_drill_down(self) -> None:
        """Subgraph handles yield and support values drill-down."""
        graph = _make_nested_graph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")

        handles = []
        for handle in run.subgraphs:
@@ -270,7 +270,7 @@ class TestStreamV2E2ESync:
    def test_raw_events_have_monotonic_seq(self) -> None:
        """Raw protocol events have monotonically increasing seq numbers."""
        graph = _make_nested_graph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")
        events = list(run)
        assert len(events) > 0

@@ -285,11 +285,15 @@ class TestStreamV2E2ESync:

    def test_output_matches_final_values_snapshot(self) -> None:
        """output property returns the same state as the last values snapshot."""
-        run1 = _make_nested_graph().stream_v2({"value": "x", "items": []})
+        run1 = _make_nested_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        snapshots = list(run1.values)
        final_via_values = snapshots[-1]

-        run2 = _make_nested_graph().stream_v2({"value": "x", "items": []})
+        run2 = _make_nested_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        final_via_output = run2.output

        assert final_via_values == final_via_output
@@ -297,7 +301,7 @@ class TestStreamV2E2ESync:
    def test_context_manager_and_abort(self) -> None:
        """Context manager calls abort, marking the stream exhausted."""
        graph = _make_nested_graph()
-        with graph.stream_v2({"value": "x", "items": []}) as run:
+        with graph.stream_events({"value": "x", "items": []}, version="v3") as run:
            first_val = next(iter(run.values))
            assert isinstance(first_val, dict)
        assert run._exhausted is True
@@ -305,7 +309,7 @@ class TestStreamV2E2ESync:
    def test_extensions_has_all_native_keys(self) -> None:
        """Extensions dict exposes all native projection keys."""
        graph = _make_nested_graph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")
        _ = run.output

        assert "values" in run.extensions
@@ -327,7 +331,7 @@ class TestStreamV2E2EMessages:
    def test_messages_projection_from_invoke(self) -> None:
        """Messages projection captures LLM calls via model.invoke() auto-routing."""
        graph = _make_messages_graph()
-        run = graph.stream_v2({"messages": "hi"})
+        run = graph.stream_events({"messages": "hi"}, version="v3")
        streams = list(run.messages)

        assert len(streams) >= 1
@@ -350,7 +354,7 @@ class TestStreamV2E2EMessages:
            .compile()
        )

-        run = graph.stream_v2({"messages": "go"})
+        run = graph.stream_events({"messages": "go"}, version="v3")
        (stream,) = list(run.messages)
        assert "".join(stream.text) == "streamed answer"

@@ -368,7 +372,7 @@ class TestStreamV2E2EMessages:
            .compile()
        )

-        run = graph.stream_v2({"messages": "hi"})
+        run = graph.stream_events({"messages": "hi"}, version="v3")
        (stream,) = list(run.messages)
        assert stream.output.text == "hardcoded"
        assert stream.message_id == "msg-1"
@@ -376,7 +380,7 @@ class TestStreamV2E2EMessages:
    def test_root_messages_only_shows_root_scope(self) -> None:
        """Root messages projection doesn't surface subgraph-scoped messages."""
        graph = _make_messages_subgraph()
-        run = graph.stream_v2({"messages": ["hi"], "done": False})
+        run = graph.stream_events({"messages": ["hi"], "done": False}, version="v3")
        root_streams = list(run.messages)
        # The message is emitted inside the subgraph, so the root
        # messages projection (scoped to root namespace) doesn't see it.
@@ -385,7 +389,7 @@ class TestStreamV2E2EMessages:
    def test_subgraph_handle_messages_drill_down(self) -> None:
        """Drilling into subgraph handle's messages surfaces subgraph messages."""
        graph = _make_messages_subgraph()
-        run = graph.stream_v2({"messages": ["hi"], "done": False})
+        run = graph.stream_events({"messages": ["hi"], "done": False}, version="v3")

        found_messages = False
        for handle in run.subgraphs:
@@ -407,8 +411,9 @@ class TestStreamV2E2ECustom:
        """Custom StreamWriter events appear on the main log when a
        transformer declares the custom mode."""
        graph = _make_custom_writer_graph()
-        run = graph.stream_v2(
+        run = graph.stream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CustomPassthroughTransformer],
        )
        events = list(run)
@@ -420,7 +425,7 @@ class TestStreamV2E2ECustom:
    def test_custom_events_suppressed_without_transformer(self) -> None:
        """Without a custom-mode transformer, custom events don't flow."""
        graph = _make_custom_writer_graph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")
        events = list(run)
        custom = [e for e in events if e["method"] == "custom"]
        assert custom == []
@@ -428,8 +433,9 @@ class TestStreamV2E2ECustom:
    def test_custom_transformer_with_stream_channel(self) -> None:
        """A custom transformer with a StreamChannel produces extension data."""
        graph = _make_nested_graph()
-        run = graph.stream_v2(
+        run = graph.stream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CounterTransformer],
        )

@@ -444,8 +450,9 @@ class TestStreamV2E2ECustom:
    def test_custom_channel_events_on_main_log(self) -> None:
        """StreamChannel auto-forward injects custom:<name> events into the main log."""
        graph = _make_nested_graph()
-        run = graph.stream_v2(
+        run = graph.stream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CounterTransformer],
        )
        events = list(run)
@@ -464,7 +471,7 @@ class TestStreamV2E2EInterrupt:
        """Interrupted run has correct flags and interrupt payloads."""
        graph = _make_interrupt_graph()
        config: dict[str, Any] = {"configurable": {"thread_id": "int-1"}}
-        run = graph.stream_v2({"value": "x", "items": []}, config)
+        run = graph.stream_events({"value": "x", "items": []}, config, version="v3")

        output = run.output
        assert output is not None
@@ -477,7 +484,7 @@ class TestStreamV2E2EInterrupt:
        """Values snapshots captured before the interrupt reflect partial state."""
        graph = _make_interrupt_graph()
        config: dict[str, Any] = {"configurable": {"thread_id": "int-2"}}
-        run = graph.stream_v2({"value": "x", "items": []}, config)
+        run = graph.stream_events({"value": "x", "items": []}, config, version="v3")

        snapshots = list(run.values)
        assert len(snapshots) >= 1
@@ -494,14 +501,14 @@ class TestStreamV2E2EErrors:
    def test_subgraph_error_propagates_through_output(self) -> None:
        """Error in a subgraph propagates through output."""
        graph = _make_error_subgraph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")

        with pytest.raises(ValueError, match="subgraph explosion"):
            _ = run.output

    def test_subgraph_error_propagates_through_raw_events(self) -> None:
        graph = _make_error_subgraph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")

        with pytest.raises(ValueError, match="subgraph explosion"):
            list(run)
@@ -509,7 +516,7 @@ class TestStreamV2E2EErrors:
    def test_error_subgraph_handle_status(self) -> None:
        """Subgraph handle surfaces the error status."""
        graph = _make_error_subgraph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")

        handle = next(iter(run.subgraphs))
        with pytest.raises(RuntimeError, match="subgraph explosion"):
@@ -529,7 +536,7 @@ class TestStreamV2E2EAsync:
    async def test_all_projections_async(self) -> None:
        """Async run exercises values projection."""
        graph = _make_nested_graph()
-        run = await graph.astream_v2({"value": "x", "items": []})
+        run = await graph.astream_events({"value": "x", "items": []}, version="v3")

        values_snapshots = [s async for s in run.values]
        assert len(values_snapshots) >= 1
@@ -540,7 +547,7 @@ class TestStreamV2E2EAsync:
    async def test_async_output(self) -> None:
        """Async output returns the final state."""
        graph = _make_nested_graph()
-        run = await graph.astream_v2({"value": "x", "items": []})
+        run = await graph.astream_events({"value": "x", "items": []}, version="v3")
        output = await run.output()
        assert output is not None
        assert output["value"] == "x_routed_processed"
@@ -550,7 +557,7 @@ class TestStreamV2E2EAsync:
    async def test_async_raw_events(self) -> None:
        """Async raw event iteration yields well-formed ProtocolEvents."""
        graph = _make_nested_graph()
-        run = await graph.astream_v2({"value": "x", "items": []})
+        run = await graph.astream_events({"value": "x", "items": []}, version="v3")
        events = [e async for e in run]
        assert len(events) > 0
        seqs = [e["seq"] for e in events]
@@ -572,7 +579,7 @@ class TestStreamV2E2EAsync:
            .compile()
        )

-        run = await graph.astream_v2({"messages": "hi"})
+        run = await graph.astream_events({"messages": "hi"}, version="v3")
        streams = [s async for s in run.messages]
        assert len(streams) >= 1
        for s in streams:
@@ -583,7 +590,9 @@ class TestStreamV2E2EAsync:
        """Async interrupted run has correct flags."""
        graph = _make_interrupt_graph()
        config: dict[str, Any] = {"configurable": {"thread_id": "async-int-1"}}
-        run = await graph.astream_v2({"value": "x", "items": []}, config)
+        run = await graph.astream_events(
+            {"value": "x", "items": []}, config, version="v3"
+        )

        output = await run.output()
        assert output is not None
@@ -593,14 +602,14 @@ class TestStreamV2E2EAsync:
    async def test_async_error_propagation(self) -> None:
        """Async error from subgraph propagates through output."""
        graph = _make_error_subgraph()
-        run = await graph.astream_v2({"value": "x", "items": []})
+        run = await graph.astream_events({"value": "x", "items": []}, version="v3")
        with pytest.raises(ValueError, match="subgraph explosion"):
            await run.output()

    async def test_async_context_manager(self) -> None:
        """Async context manager calls abort on exit."""
        graph = _make_nested_graph()
-        run = await graph.astream_v2({"value": "x", "items": []})
+        run = await graph.astream_events({"value": "x", "items": []}, version="v3")
        async with run:
            _ = await anext(aiter(run.values))
        assert run._exhausted is True
@@ -608,7 +617,7 @@ class TestStreamV2E2EAsync:
    async def test_async_extensions_present(self) -> None:
        """Async run has all native extensions."""
        graph = _make_nested_graph()
-        run = await graph.astream_v2({"value": "x", "items": []})
+        run = await graph.astream_events({"value": "x", "items": []}, version="v3")
        _ = await run.output()
        assert "values" in run.extensions
        assert "messages" in run.extensions
@@ -618,8 +627,9 @@ class TestStreamV2E2EAsync:
    async def test_async_custom_transformer(self) -> None:
        """Async custom transformer with StreamChannel works."""
        graph = _make_nested_graph()
-        run = await graph.astream_v2(
+        run = await graph.astream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CounterTransformer],
        )
        assert "counter" in run.extensions
@@ -639,7 +649,7 @@ class TestStreamV2E2ECombined:
    def test_interleave_all_native_projections(self) -> None:
        """Interleave values + messages + lifecycle without deadlock."""
        graph = _make_nested_graph()
-        run = graph.stream_v2({"value": "x", "items": []})
+        run = graph.stream_events({"value": "x", "items": []}, version="v3")

        seen_names: set[str] = set()
        for name, _item in run.interleave("values", "messages", "lifecycle"):
@@ -667,8 +677,9 @@ class TestStreamV2E2ECombined:
                return True

        graph = _make_nested_graph()
-        run = graph.stream_v2(
+        run = graph.stream_events(
            {"value": "x", "items": []},
+            version="v3",
            transformers=[_CounterTransformer, TagTransformer],
        )

@@ -722,7 +733,7 @@ class TestStreamV2E2ECombined:
            .compile()
        )

-        run = outer.stream_v2({"items": []})
+        run = outer.stream_events({"items": []}, version="v3")
        handles = []
        for handle in run.subgraphs:
            list(handle.values)
@@ -740,13 +751,17 @@ class TestStreamV2E2ECombined:

    def test_lifecycle_matches_subgraph_handles(self) -> None:
        """Lifecycle events and subgraph handles agree on discovered subgraphs."""
-        run1 = _make_nested_graph().stream_v2({"value": "x", "items": []})
+        run1 = _make_nested_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        handle_paths: list[tuple[str, ...]] = []
        for handle in run1.subgraphs:
            list(handle.values)
            handle_paths.append(handle.path)

-        run2 = _make_nested_graph().stream_v2({"value": "x", "items": []})
+        run2 = _make_nested_graph().stream_events(
+            {"value": "x", "items": []}, version="v3"
+        )
        lifecycle = list(run2.lifecycle)

        started_ns = [
@@ -773,8 +788,9 @@ class TestStreamV2E2ECombined:
            .compile()
        )

-        run = graph.stream_v2(
+        run = graph.stream_events(
            {"messages": "hi"},
+            version="v3",
            transformers=[_CounterTransformer],
        )

@@ -0,0 +1,108 @@
+"""Tests that ``(a)stream_events(version="v3")`` forwards extra kwargs to the
+underlying ``(a)stream`` call, and rejects the kwargs v3 owns internally.
+
+Background: prior to this change the v3 dispatcher silently dropped ``**kwargs``
+on the v3 branch while forwarding them on v1/v2, so callers passing e.g.
+``context=...`` saw their value disappear with no error. v3 now forwards
+caller kwargs to the inner ``(a)stream`` call but rejects ``stream_mode`` and
+``subgraphs`` since v3 owns them (``stream_mode`` is built from the
+transformer mux; ``subgraphs`` is forced True so nested namespaces flow
+through scoped muxes).
+"""
+
+from __future__ import annotations
+
+import sys
+from dataclasses import dataclass
+from typing import Any
+
+import pytest
+from typing_extensions import TypedDict
+
+from langgraph.constants import END, START
+from langgraph.graph import StateGraph
+from langgraph.runtime import Runtime
+
+NEEDS_CONTEXTVARS = pytest.mark.skipif(
+    sys.version_info < (3, 11),
+    reason="Python 3.11+ is required for async contextvars support",
+)
+
+
+@dataclass
+class _Ctx:
+    api_key: str
+
+
+class _State(TypedDict):
+    message: str
+
+
+def _build_context_reading_graph():
+    def read_context(state: _State, runtime: Runtime[_Ctx]) -> dict[str, Any]:
+        return {"message": f"api key: {runtime.context.api_key}"}
+
+    builder = StateGraph(state_schema=_State, context_schema=_Ctx)
+    builder.add_node("read_context", read_context)
+    builder.add_edge(START, "read_context")
+    builder.add_edge("read_context", END)
+    return builder.compile()
+
+
+class TestKwargForwardingSync:
+    def test_context_reaches_node(self) -> None:
+        run = _build_context_reading_graph().stream_events(
+            {"message": "hello"},
+            version="v3",
+            context=_Ctx(api_key="sk_sync"),
+        )
+        assert run.output == {"message": "api key: sk_sync"}
+
+    def test_rejects_stream_mode(self) -> None:
+        graph = _build_context_reading_graph()
+        with pytest.raises(TypeError, match="stream_mode"):
+            graph.stream_events(
+                {"message": "hello"},
+                version="v3",
+                stream_mode=["values"],
+            )
+
+    def test_rejects_subgraphs(self) -> None:
+        graph = _build_context_reading_graph()
+        with pytest.raises(TypeError, match="subgraphs"):
+            graph.stream_events(
+                {"message": "hello"},
+                version="v3",
+                subgraphs=False,
+            )
+
+
+@pytest.mark.anyio
+@NEEDS_CONTEXTVARS
+class TestKwargForwardingAsync:
+    async def test_context_reaches_node(self) -> None:
+        run = await _build_context_reading_graph().astream_events(
+            {"message": "hello"},
+            version="v3",
+            context=_Ctx(api_key="sk_async"),
+        )
+        output = await run.output()
+        assert output == {"message": "api key: sk_async"}
+
+    async def test_rejects_stream_mode(self) -> None:
+        graph = _build_context_reading_graph()
+        with pytest.raises(TypeError, match="stream_mode"):
+            await graph.astream_events(
+                {"message": "hello"},
+                version="v3",
+                stream_mode=["values"],
+            )
+
+    async def test_rejects_subgraphs(self) -> None:
+        graph = _build_context_reading_graph()
+        with pytest.raises(TypeError, match="subgraphs"):
+            await graph.astream_events(
+                {"message": "hello"},
+                version="v3",
+                subgraphs=False,
+            )
@@ -6,7 +6,7 @@ on the `lifecycle` channel for both in-process iteration via
 events. Most tests dispatch synthetic protocol events through a
 `StreamMux` to keep the inference logic isolated; the end-of-file
 group exercises the path through real graphs (multi-depth
-discovery, nested `stream_v2` calls with non-empty `parent_ns`).
+discovery, nested `stream_events(version="v3")` calls with non-empty `parent_ns`).
 """

 from __future__ import annotations
@@ -324,7 +324,7 @@ def test_tasks_events_suppressed_from_main_log() -> None:


 # ---------------------------------------------------------------------------
-# End-to-end: real graphs through stream_v2
+# End-to-end: real graphs through stream_events(version="v3")
 # ---------------------------------------------------------------------------


@@ -358,10 +358,10 @@ def _make_two_level_nested() -> Any:
    return outer_b.compile()


-def test_stream_v2_real_graph_emits_lifecycle_at_each_depth() -> None:
+def test_stream_events_v3_real_graph_emits_lifecycle_at_each_depth() -> None:
    """Outer graph with two nested subgraphs surfaces lifecycle for both."""
    graph = _make_two_level_nested()
-    run = graph.stream_v2({"value": "x", "items": []})
+    run = graph.stream_events({"value": "x", "items": []}, version="v3")

    # Iterating the projection drives the pump and drains synthesized
    # lifecycle events at the same time.
@@ -384,17 +384,17 @@ def test_stream_v2_real_graph_emits_lifecycle_at_each_depth() -> None:
        )


-def test_stream_v2_with_nested_parent_ns_scopes_lifecycle() -> None:
-    """When `stream_v2` is called with a non-empty checkpoint_ns in config,
+def test_stream_events_v3_with_nested_parent_ns_scopes_lifecycle() -> None:
+    """When `stream_events(version="v3")` is called with a non-empty checkpoint_ns in config,
    `_resolve_parent_ns` returns that namespace and the registered
    `LifecycleTransformer` is constructed with `scope=parent_ns`. This
-    exercises the path that exists today purely for nested-stream_v2
+    exercises the path that exists today purely for nested-stream_events(version="v3")
    callers; the test simulates such a caller by injecting a
    checkpoint_ns into the config.
    """
    graph = _make_two_level_nested()
    config = {CONF: {CONFIG_KEY_CHECKPOINT_NS: "outer:abc"}}
-    run = graph.stream_v2({"value": "x", "items": []}, config=config)
+    run = graph.stream_events({"value": "x", "items": []}, config=config, version="v3")

    payloads = list(run.lifecycle)
    # Every emitted lifecycle namespace must extend the caller's scope —
@@ -1,5 +1,5 @@
 """Tests for MessagesTransformer: protocol event routing, whole-message fallback,
-legacy v1 chunk filtering, and end-to-end via stream_v2 / astream_v2."""
+legacy v1 chunk filtering, and end-to-end via stream_events(version="v3") / astream_events(version="v3")."""

 from __future__ import annotations

@@ -152,7 +152,7 @@ def _lifecycle(
 def _simple_graph():
    def call_model(state: MessagesState) -> dict[str, Any]:
        model = GenericFakeChatModel(messages=iter(["hello world"]))
-        stream = model.stream_v2(state["messages"])
+        stream = model.stream_events(state["messages"], version="v3")
        return {"messages": stream.output}

    return (
@@ -327,7 +327,7 @@ class TestFiltering:

    def test_legacy_v1_chunks_ignored(self) -> None:
        # v1 AIMessageChunk tuples (from on_llm_new_token) are not streamed
-        # into this projection; callers must migrate to stream_v2.
+        # into this projection; callers must migrate to stream_events(version="v3").
        t, log = _make_sync_transformer()
        t.process(_v1_chunk("hello"))
        t.process(_v1_chunk(" world", finish=True))
@@ -477,18 +477,18 @@ class TestViaMux:


 # ---------------------------------------------------------------------------
-# End-to-end: graph → stream_v2 → run.messages (node calls stream_v2)
+# End-to-end: graph → stream_events(version="v3") → run.messages (node calls stream_events)
 # ---------------------------------------------------------------------------


 class TestEndToEnd:
-    """stream_v2 path: node calls model.stream_v2() explicitly."""
+    """stream_events(version="v3") path: node calls model.stream_events() explicitly."""

    def test_node_calling_stream_v2_populates_messages(self) -> None:
        model = GenericFakeChatModel(messages=iter(["hello world"]))

        def call_model(state: MessagesState) -> dict[str, Any]:
-            stream = model.stream_v2(state["messages"])
+            stream = model.stream_events(state["messages"], version="v3")
            return {"messages": stream.output}

        graph = (
@@ -499,7 +499,7 @@ class TestEndToEnd:
            .compile()
        )

-        run = graph.stream_v2({"messages": "hi"})
+        run = graph.stream_events({"messages": "hi"}, version="v3")
        (stream,) = list(run.messages)
        assert isinstance(stream, ChatModelStream)
        assert stream.output.text == "hello world"
@@ -509,7 +509,7 @@ class TestEndToEnd:
        model = GenericFakeChatModel(messages=iter(["streamed answer"]))

        def call_model(state: MessagesState) -> dict[str, Any]:
-            stream = model.stream_v2(state["messages"])
+            stream = model.stream_events(state["messages"], version="v3")
            return {"messages": stream.output}

        graph = (
@@ -520,7 +520,7 @@ class TestEndToEnd:
            .compile()
        )

-        run = graph.stream_v2({"messages": "go"})
+        run = graph.stream_events({"messages": "go"}, version="v3")
        (stream,) = list(run.messages)
        assert "".join(stream.text) == "streamed answer"

@@ -538,7 +538,7 @@ class TestEndToEnd:
            .compile()
        )

-        run = graph.stream_v2({"messages": "hi"})
+        run = graph.stream_events({"messages": "hi"}, version="v3")
        (stream,) = list(run.messages)
        assert stream.output.text == "hardcoded"

@@ -547,7 +547,7 @@ class TestEndToEnd:
        model = GenericFakeChatModel(messages=iter(["async answer"]))

        async def call_model(state: MessagesState) -> dict[str, Any]:
-            stream = await model.astream_v2(state["messages"])
+            stream = await model.astream_events(state["messages"], version="v3")
            return {"messages": await stream}

        graph = (
@@ -558,7 +558,7 @@ class TestEndToEnd:
            .compile()
        )

-        run = await graph.astream_v2({"messages": "hi"})
+        run = await graph.astream_events({"messages": "hi"}, version="v3")
        streams = [s async for s in run.messages]
        assert len(streams) == 1
        assert isinstance(streams[0], AsyncChatModelStream)
@@ -572,7 +572,7 @@ class TestEndToEnd:
        model = GenericFakeChatModel(messages=iter(["hello world"]))

        async def call_model(state: MessagesState) -> dict[str, Any]:
-            stream = await model.astream_v2(state["messages"])
+            stream = await model.astream_events(state["messages"], version="v3")
            return {"messages": await stream}

        graph = (
@@ -583,7 +583,7 @@ class TestEndToEnd:
            .compile()
        )

-        run = await graph.astream_v2({"messages": "hi"})
+        run = await graph.astream_events({"messages": "hi"}, version="v3")

        async def consume() -> list[str]:
            collected: list[str] = []
@@ -596,12 +596,12 @@ class TestEndToEnd:


 # ---------------------------------------------------------------------------
-# End-to-end: graph → stream_v2 → run.messages (node calls invoke)
+# End-to-end: graph → stream_events(version="v3") → run.messages (node calls invoke)
 # ---------------------------------------------------------------------------


 class TestEndToEndV2Invoke:
-    """Auto-routing path: stream_v2 injects CONFIG_KEY_STREAM_MESSAGES_V2,
+    """Auto-routing path: stream_events(version="v3") injects CONFIG_KEY_STREAM_MESSAGES_V2,
    causing BaseChatModel to drive the v2 protocol event generator even for
    model.invoke()."""

@@ -620,7 +620,7 @@ class TestEndToEndV2Invoke:
    def test_invoke_populates_messages(self) -> None:
        run = self._graph(
            GenericFakeChatModel(messages=iter(["hello world"]))
-        ).stream_v2({"messages": "hi"})
+        ).stream_events({"messages": "hi"}, version="v3")
        (stream,) = list(run.messages)
        assert isinstance(stream, ChatModelStream)
        assert stream.output.text == "hello world"
@@ -629,7 +629,7 @@ class TestEndToEndV2Invoke:
        """Iterating the stream yields the full v2 lifecycle, not v1 chunks."""
        run = self._graph(
            GenericFakeChatModel(messages=iter(["streamed answer"]))
-        ).stream_v2({"messages": "go"})
+        ).stream_events({"messages": "go"}, version="v3")
        (stream,) = list(run.messages)

        events = list(stream)
@@ -650,7 +650,7 @@ class TestEndToEndV2Invoke:
    def test_invoke_text_deltas_iterate(self) -> None:
        run = self._graph(
            GenericFakeChatModel(messages=iter(["delta streaming works"]))
-        ).stream_v2({"messages": "hi"})
+        ).stream_events({"messages": "hi"}, version="v3")
        (stream,) = list(run.messages)
        assert "".join(stream.text) == "delta streaming works"

@@ -674,7 +674,7 @@ class TestEndToEndV2Invoke:
            .compile()
        )

-        streams = list(graph.stream_v2({"messages": "hi"}).messages)
+        streams = list(graph.stream_events({"messages": "hi"}, version="v3").messages)
        assert len(streams) == 2
        assert {s.output.text for s in streams} == {"alpha", "beta"}

@@ -698,7 +698,7 @@ class TestEndToEndV2Invoke:
            .compile()
        )

-        run = graph.stream_v2({"messages": "hi"})
+        run = graph.stream_events({"messages": "hi"}, version="v3")
        streams = list(run.messages)
        assert len(streams) == 2
        assert streams[0].node == "streaming_node"
@@ -722,7 +722,7 @@ class TestEndToEndV2Invoke:
            .compile()
        )

-        run = await graph.astream_v2({"messages": "hi"})
+        run = await graph.astream_events({"messages": "hi"}, version="v3")
        streams = [s async for s in run.messages]
        assert len(streams) == 1
        assert isinstance(streams[0], AsyncChatModelStream)
@@ -737,7 +737,7 @@ class TestEndToEndV2Invoke:
 class TestDirectMessagesModeStaysV1:
    def test_direct_graph_stream_messages_yields_ai_message_chunks(self) -> None:
        """graph.stream(stream_mode="messages") must not leak v2 event dicts —
-        the v2 flag is only injected by stream_v2 / astream_v2."""
+        the v2 flag is only injected by stream_events(version="v3") / astream_events(version="v3")."""
        model = GenericFakeChatModel(messages=iter(["legacy path"]))

        def call_model(state: MessagesState) -> dict[str, Any]:
@@ -760,8 +760,10 @@ class TestDirectMessagesModeStaysV1:
            == "legacy path"
        )

-    def test_nested_graph_stream_messages_stays_v1_under_outer_stream_v2(self) -> None:
-        """An outer `stream_v2()` run must not flip an inner direct
+    def test_nested_graph_stream_messages_stays_v1_under_outer_stream_events_v3(
+        self,
+    ) -> None:
+        """An outer `stream_events(version="v3")` run must not flip an inner direct
        `stream_mode="messages"` call onto the v2 event protocol."""
        model = GenericFakeChatModel(messages=iter(["nested legacy path"]))

@@ -812,7 +814,7 @@ class TestDirectMessagesModeStaysV1:
            .compile()
        )

-        result = outer.stream_v2({}).output
+        result = outer.stream_events({}, version="v3").output

        assert result is not None
        assert result["saw_only_chunks"] is True
@@ -4,7 +4,7 @@ Subscribes to `tasks` events and produces in-process `SubgraphRunStream`
 handles backed by mini-muxes (built via `StreamMux._make_child`). The
 synthetic-event tests isolate the inference / mini-mux wiring; the
 real-graph tests exercise the end-to-end navigation path through
-`stream_v2`.
+`stream_events(version="v3")`.
 """

 from __future__ import annotations
@@ -93,7 +93,7 @@ def _tasks_result(


 def _native_factories() -> list[Any]:
-    """Mirror the factory list `Pregel.stream_v2` registers."""
+    """Mirror the factory list `Pregel.stream_events(version="v3")` registers."""
    return [
        ValuesTransformer,
        MessagesTransformer,
@@ -761,10 +761,10 @@ def _make_failing_nested() -> Any:
    return outer_b.compile()


-def test_stream_v2_real_graph_yields_subgraph_handles() -> None:
+def test_stream_events_v3_real_graph_yields_subgraph_handles() -> None:
    """Iterating `run.subgraphs` yields handles for direct-child subgraphs."""
    graph = _make_two_level_nested()
-    run = graph.stream_v2({"value": "x", "items": []})
+    run = graph.stream_events({"value": "x", "items": []}, version="v3")

    handle_paths: list[tuple[str, ...]] = []
    final_status: dict[tuple[str, ...], str] = {}
@@ -780,10 +780,10 @@ def test_stream_v2_real_graph_yields_subgraph_handles() -> None:
    assert final_status[handle_paths[0]] == "completed"


-def test_stream_v2_grandchild_visible_on_child_handle() -> None:
+def test_stream_events_v3_grandchild_visible_on_child_handle() -> None:
    """Drilling into `handle.subgraphs` surfaces nested grandchildren."""
    graph = _make_two_level_nested()
-    run = graph.stream_v2({"value": "x", "items": []})
+    run = graph.stream_events({"value": "x", "items": []}, version="v3")

    grandchild_paths: list[tuple[str, ...]] = []
    middle_path: tuple[str, ...] | None = None
@@ -810,7 +810,7 @@ def test_subgraph_output_stops_at_own_terminal_without_draining_siblings() -> No
    inside the loop body misses its events.
    """
    graph = _make_two_sibling_subgraphs()
-    run = graph.stream_v2({"value": "x", "items": []})
+    run = graph.stream_events({"value": "x", "items": []}, version="v3")

    paths: list[tuple[str, ...]] = []
    second_values: list[dict[str, Any]] = []
@@ -829,7 +829,7 @@ def test_subgraph_output_stops_at_own_terminal_without_draining_siblings() -> No

 def test_aborted_subgraph_handle_does_not_fail_parent_forwarding() -> None:
    graph = _make_two_sibling_subgraphs()
-    run = graph.stream_v2({"value": "x", "items": []})
+    run = graph.stream_events({"value": "x", "items": []}, version="v3")

    seen: list[str | None] = []
    for handle in run.subgraphs:
@@ -847,7 +847,7 @@ def test_aborted_subgraph_handle_does_not_fail_parent_forwarding() -> None:

 def test_failed_subgraph_output_raises_terminal_error() -> None:
    graph = _make_failing_nested()
-    run = graph.stream_v2({"value": "x", "items": []})
+    run = graph.stream_events({"value": "x", "items": []}, version="v3")

    handle = next(iter(run.subgraphs))
    with pytest.raises(RuntimeError, match="child boom"):
@@ -2,7 +2,8 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 resolution-markers = [
-    "python_full_version >= '3.14'",
+    "python_full_version >= '3.15'",
+    "python_full_version == '3.14.*'",
    "python_full_version >= '3.11' and python_full_version < '3.14'",
    "python_full_version < '3.11'",
 ]
@@ -953,7 +954,8 @@ name = "ipython"
 version = "9.9.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.14'",
+    "python_full_version >= '3.15'",
+    "python_full_version == '3.14.*'",
    "python_full_version >= '3.11' and python_full_version < '3.14'",
 ]
 dependencies = [
@@ -1287,7 +1289,7 @@ wheels = [

 [[package]]
 name = "jupyterlab"
-version = "4.5.2"
+version = "4.5.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "async-lru" },
@@ -1305,9 +1307,9 @@ dependencies = [
    { name = "tornado" },
    { name = "traitlets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/93/dc/2c8c4ff1aee27ac999ba04c373c5d0d7c6c181b391640d7b916b884d5985/jupyterlab-4.5.2.tar.gz", hash = "sha256:c80a6b9f6dace96a566d590c65ee2785f61e7cd4aac5b4d453dcc7d0d5e069b7", size = 23990371, upload-time = "2026-01-12T12:27:08.493Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/2b/22/8440ec827762146e7cdecf04335bd348795899d29dc6ae82238707353a2c/jupyterlab-4.5.7.tar.gz", hash = "sha256:55a9822c4754da305f41e113452c68383e214dcf96de760146af89ce5d5117b0", size = 23992763, upload-time = "2026-04-29T16:43:51.328Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a4/78/7e455920f104ef2aa94a4c0d2b40e5b44334ee7057eae1aa1fb97b9631ad/jupyterlab-4.5.2-py3-none-any.whl", hash = "sha256:76466ebcfdb7a9bb7e2fbd6459c0e2c032ccf75be673634a84bee4b3e6b13ab6", size = 12385807, upload-time = "2026-01-12T12:27:03.923Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/aa/537b8f7d80e799af19af35fb3ddfc970b951088a13c57dd9387dcfbb7f61/jupyterlab-4.5.7-py3-none-any.whl", hash = "sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d", size = 12450123, upload-time = "2026-04-29T16:43:46.639Z" },
 ]

 [[package]]
@@ -1348,7 +1350,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.3.2"
+version = "1.4.0a2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -1361,26 +1363,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/03/7219502e8ca728d65eb44d7a3eb60239230742a70dbfc9241b9bfd61c4ab/langchain_core-1.3.2.tar.gz", hash = "sha256:fd7a50b2f28ba561fd9d7f5d2760bc9e06cf00cdf820a3ccafe88a94ffa8d5b7", size = 911813, upload-time = "2026-04-24T15:49:23.699Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3c/93/68bafa047f8e1770d0cf0f61d6c70889f1dec42ef6bd263540d916c421b9/langchain_core-1.4.0a2.tar.gz", hash = "sha256:b723c7961b615c7f2180ce2bcf352fdad8247bc51a60adecd3d97088235c120d", size = 916486, upload-time = "2026-05-01T15:02:19.029Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7d/d5/8fa4431007cbb7cfed7590f4d6a5dea3ad724f4174d248f6642ef5ce7d05/langchain_core-1.3.2-py3-none-any.whl", hash = "sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274", size = 542390, upload-time = "2026-04-24T15:49:21.991Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/8e/933e0ba7ba0430ce264e36b178d581b255239ad45093872483142d93478c/langchain_core-1.4.0a2-py3-none-any.whl", hash = "sha256:a5c689f8404357df797120c012da7704144a953b2ae18f258df263301e7badd5", size = 546297, upload-time = "2026-05-01T15:02:17.731Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.12"
+version = "0.0.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/5c/51/1157009b6f94e6e58be58fa8b620187d657909a8b36a6bf5b0c52a2711f6/langchain_protocol-0.0.12.tar.gz", hash = "sha256:5e14c434290a705c9510fdb1a83ecf7561a5e6e0dfd053930ade80dba069269f", size = 6408, upload-time = "2026-04-25T01:05:01.489Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/05/bf/efb5e2ed832e4d6d45590e25a9e5191986b291b543bc6a807b48bee070b0/langchain_protocol-0.0.14.tar.gz", hash = "sha256:bc1e8553122e6ede310280462d5813023a172ff2785ccbbdec54d43f3a15e5f2", size = 5862, upload-time = "2026-04-29T16:40:18.657Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/95/82/3431e3061c917439589fa88a6b23c9bc0e154cba0f05d2e895a68c76ff74/langchain_protocol-0.0.12-py3-none-any.whl", hash = "sha256:402b61f42d4139692528cf37226c367bb6efc8ff8165b29380accb0abfece7b2", size = 6639, upload-time = "2026-04-25T01:05:00.487Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/e9/06c47ecb2aff08f83dfa30058da3bf86be64862c19569043ed5331bbeecd/langchain_protocol-0.0.14-py3-none-any.whl", hash = "sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047", size = 6984, upload-time = "2026-04-29T16:40:17.841Z" },
 ]

 [[package]]
 name = "langgraph"
-version = "1.2.0a3"
+version = "1.2.0a7"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -1452,7 +1454,7 @@ test = [

 [package.metadata]
 requires-dist = [
-    { name = "langchain-core", specifier = ">=1.3.2,<2" },
+    { name = "langchain-core", specifier = ">=1.4.0a2,<2" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
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 source = { editable = "../checkpoint" }
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+version = "3.1.0a4"
 source = { editable = "../checkpoint-postgres" }
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+version = "1.1.0a2"
 source = { editable = "../prebuilt" }
 dependencies = [
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 ]

 [[package]]
@@ -77,10 +77,16 @@ class ToolCallTransformer(StreamTransformer):
        return stream

    def process(self, event: ProtocolEvent) -> bool:
-        # Namespace filtering is handled by the mux via `scope_exact`.
        if event["method"] != "tools":
            return True

+        # Only project events emitted at this transformer's scope. Subgraph
+        # events still flow through the parent's mux (the parent's main
+        # event log keeps them) but they belong to the child mini-mux's
+        # `tool_calls` projection, not the parent's.
+        if tuple(event["params"]["namespace"]) != self.scope:
+            return True
+
        data = event["params"]["data"]
        tool_call_id = data.get("tool_call_id")
        if tool_call_id is None:
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-prebuilt"
-version = "1.0.12"
+version = "1.1.0a2"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 authors = []
 requires-python = ">=3.10"
@@ -147,7 +147,10 @@ class TestToolCallTransformerUnit:
        mux.push(_tool_event("tool-output-delta", "a", delta="A1"))
        mux.push(_tool_event("tool-output-delta", "b", delta="B1"))
        mux.push(_tool_event("tool-output-delta", "a", delta="A2"))
-        assert _unstamped(transformer._active["a"]._output_deltas._items) == ["A1", "A2"]
+        assert _unstamped(transformer._active["a"]._output_deltas._items) == [
+            "A1",
+            "A2",
+        ]
        assert _unstamped(transformer._active["b"]._output_deltas._items) == ["B1"]

    def test_tools_event_passes_through_main_log(self) -> None:
@@ -157,6 +160,76 @@ class TestToolCallTransformerUnit:
        kept = [e for e in _unstamped(mux._events._items) if e["method"] == "tools"]
        assert len(kept) == 1

+    def test_out_of_scope_event_skipped(self) -> None:
+        """Subgraph-scoped `tools` events must not project into a parent
+        transformer's `tool_calls` log.
+
+        The parent's main event log keeps the event (so wire consumers
+        still see it) but the parent's `ToolCallTransformer` only owns
+        the projection at its own scope. Per-scope `ToolCallTransformer`
+        instances on child mini-muxes are responsible for projecting
+        events at their own depth.
+        """
+        # Root-scope transformer (`scope == ()`).
+        mux, transformer = _mux()
+        _subscribe(mux._events)
+        mux.push(
+            _tool_event(
+                "tool-started",
+                "tc1",
+                tool_name="inner_echo",
+                namespace=["child:abc"],
+            )
+        )
+        # No `ToolCallStream` was projected into the root's log.
+        assert _unstamped(transformer._log._items) == []
+        assert "tc1" not in transformer._active
+        # The event still passes through the main event log so consumers
+        # of the raw `tools` channel see it untouched.
+        kept = [e for e in _unstamped(mux._events._items) if e["method"] == "tools"]
+        assert len(kept) == 1
+
+    def test_in_scope_event_projected_when_scope_set(self) -> None:
+        """A non-root transformer projects only events at its own scope."""
+        scope: tuple[str, ...] = ("child:abc",)
+        transformer = ToolCallTransformer(scope=scope)
+        mux = StreamMux(
+            [ValuesTransformer(), MessagesTransformer(), transformer],
+            scope=scope,
+            is_async=False,
+        )
+        _subscribe(transformer._log)
+        # Event at this scope: projected.
+        mux.push(
+            _tool_event(
+                "tool-started",
+                "tc1",
+                tool_name="echo",
+                namespace=list(scope),
+            )
+        )
+        assert len(_unstamped(transformer._log._items)) == 1
+        # Event at a deeper scope: ignored.
+        mux.push(
+            _tool_event(
+                "tool-started",
+                "tc2",
+                tool_name="grandchild",
+                namespace=[*scope, "grand:xyz"],
+            )
+        )
+        assert len(_unstamped(transformer._log._items)) == 1
+        # Event at root (above this scope): ignored.
+        mux.push(
+            _tool_event(
+                "tool-started",
+                "tc3",
+                tool_name="root_tool",
+                namespace=[],
+            )
+        )
+        assert len(_unstamped(transformer._log._items)) == 1
+

 # ---------------------------------------------------------------------------
 # End-to-end tests with a real graph
@@ -199,7 +272,9 @@ class TestToolCallTransformerEndToEnd:
            }

        graph = _build_graph(caller, [streamer])
-        run = graph.stream_v2({"messages": []}, transformers=[ToolCallTransformer])
+        run = graph.stream_events(
+            {"messages": []}, transformers=[ToolCallTransformer], version="v3"
+        )

        tool_calls: list[ToolCallStream] = []
        for tc in run.tool_calls:
@@ -235,11 +310,13 @@ class TestToolCallTransformerEndToEnd:
        # Without ToolCallTransformer, no tool_calls projection is
        # exposed and no `tools` events flow through (required_stream_modes
        # omits it).
-        run_no_tc = graph.stream_v2({"messages": []})
+        run_no_tc = graph.stream_events({"messages": []}, version="v3")
        assert "tool_calls" not in run_no_tc._mux.extensions  # type: ignore[attr-defined]

        # With ToolCallTransformer, the projection is present.
-        run = graph.stream_v2({"messages": []}, transformers=[ToolCallTransformer])
+        run = graph.stream_events(
+            {"messages": []}, transformers=[ToolCallTransformer], version="v3"
+        )
        assert "tool_calls" in run._mux.extensions  # type: ignore[attr-defined]
        # Drain so the run closes cleanly.
        list(run.tool_calls)
@@ -266,8 +343,8 @@ class TestToolCallTransformerEndToEnd:
            }

        graph = _build_graph(caller, [astreamer])
-        run = await graph.astream_v2(
-            {"messages": []}, transformers=[ToolCallTransformer]
+        run = await graph.astream_events(
+            {"messages": []}, version="v3", transformers=[ToolCallTransformer]
        )

        collected: list[ToolCallStream] = []
@@ -296,7 +373,9 @@ class TestToolCallTransformerEndToEnd:
            }

        graph = _build_graph(caller, [boom])
-        run = graph.stream_v2({"messages": []}, transformers=[ToolCallTransformer])
+        run = graph.stream_events(
+            {"messages": []}, transformers=[ToolCallTransformer], version="v3"
+        )

        collected: list[ToolCallStream] = []
        with pytest.raises(ValueError, match="nope"):
@@ -249,7 +249,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.3.2"
+version = "1.4.0a2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -262,26 +262,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/3c/93/68bafa047f8e1770d0cf0f61d6c70889f1dec42ef6bd263540d916c421b9/langchain_core-1.4.0a2.tar.gz", hash = "sha256:b723c7961b615c7f2180ce2bcf352fdad8247bc51a60adecd3d97088235c120d", size = 916486, upload-time = "2026-05-01T15:02:19.029Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/4e/8e/933e0ba7ba0430ce264e36b178d581b255239ad45093872483142d93478c/langchain_core-1.4.0a2-py3-none-any.whl", hash = "sha256:a5c689f8404357df797120c012da7704144a953b2ae18f258df263301e7badd5", size = 546297, upload-time = "2026-05-01T15:02:17.731Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.12"
+version = "0.0.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c2/e9/06c47ecb2aff08f83dfa30058da3bf86be64862c19569043ed5331bbeecd/langchain_protocol-0.0.14-py3-none-any.whl", hash = "sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047", size = 6984, upload-time = "2026-04-29T16:40:17.841Z" },
 ]

 [[package]]
 name = "langgraph"
-version = "1.2.0a3"
+version = "1.2.0a7"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -294,7 +294,7 @@ dependencies = [

 [package.metadata]
 requires-dist = [
-    { name = "langchain-core", specifier = ">=1.3.2,<2" },
+    { name = "langchain-core", specifier = ">=1.4.0a2,<2" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
    { name = "langgraph-prebuilt", editable = "." },
    { name = "langgraph-sdk", editable = "../sdk-py" },
@@ -365,7 +365,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.0a3"
+version = "4.1.0a4"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -413,7 +413,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.0a3"
+version = "3.1.0a4"
 source = { editable = "../checkpoint-postgres" }
 dependencies = [
    { name = "langgraph-checkpoint" },
@@ -503,7 +503,7 @@ test = [

 [[package]]
 name = "langgraph-prebuilt"
-version = "1.0.12"
+version = "1.1.0a2"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -266,7 +266,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.3.2"
+version = "1.4.0a2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -279,26 +279,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/3c/93/68bafa047f8e1770d0cf0f61d6c70889f1dec42ef6bd263540d916c421b9/langchain_core-1.4.0a2.tar.gz", hash = "sha256:b723c7961b615c7f2180ce2bcf352fdad8247bc51a60adecd3d97088235c120d", size = 916486, upload-time = "2026-05-01T15:02:19.029Z" }
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+    { url = "https://files.pythonhosted.org/packages/4e/8e/933e0ba7ba0430ce264e36b178d581b255239ad45093872483142d93478c/langchain_core-1.4.0a2-py3-none-any.whl", hash = "sha256:a5c689f8404357df797120c012da7704144a953b2ae18f258df263301e7badd5", size = 546297, upload-time = "2026-05-01T15:02:17.731Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.12"
+version = "0.0.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/c2/e9/06c47ecb2aff08f83dfa30058da3bf86be64862c19569043ed5331bbeecd/langchain_protocol-0.0.14-py3-none-any.whl", hash = "sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047", size = 6984, upload-time = "2026-04-29T16:40:17.841Z" },
 ]

 [[package]]
 name = "langgraph"
-version = "1.2.0a3"
+version = "1.2.0a7"
 source = { editable = "../langgraph" }
 dependencies = [
    { name = "langchain-core" },
@@ -311,7 +311,7 @@ dependencies = [

 [package.metadata]
 requires-dist = [
-    { name = "langchain-core", specifier = ">=1.3.2,<2" },
+    { name = "langchain-core", specifier = ">=1.4.0a2,<2" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
    { name = "langgraph-prebuilt", editable = "../prebuilt" },
    { name = "langgraph-sdk", editable = "." },
@@ -382,7 +382,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.0a3"
+version = "4.1.0a4"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -430,7 +430,7 @@ test = [

 [[package]]
 name = "langgraph-prebuilt"
-version = "1.0.12"
+version = "1.1.0a2"
 source = { editable = "../prebuilt" }
 dependencies = [
    { name = "langchain-core" },