diff --git a/.github/workflows/deploy-redirects.yml b/.github/workflows/deploy-redirects.yml
index bed8aad74..b1d9b4575 100644
--- a/.github/workflows/deploy-redirects.yml
+++ b/.github/workflows/deploy-redirects.yml
@@ -50,4 +50,4 @@ jobs:
 
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@cd2ce8fcbc39b97be8ca5fce6e763baed58fa128 # v5.0.0
+        uses: actions/deploy-pages@368f82528645a54fb793d4d04e342629a3f51346 # v5.0.1
diff --git a/libs/checkpoint-conformance/uv.lock b/libs/checkpoint-conformance/uv.lock
index 806e7fa91..3e7c6dc80 100644
--- a/libs/checkpoint-conformance/uv.lock
+++ b/libs/checkpoint-conformance/uv.lock
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index 2eb051cf8..9942394d0 100644
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diff --git a/libs/checkpoint-sqlite/README.md b/libs/checkpoint-sqlite/README.md
index 16ff9dc3c..1064934f2 100644
--- a/libs/checkpoint-sqlite/README.md
+++ b/libs/checkpoint-sqlite/README.md
@@ -40,24 +40,12 @@ with SqliteSaver.from_conn_string(":memory:") as checkpointer:
         "v": 4,
         "ts": "2024-07-31T20:14:19.804150+00:00",
         "id": "1ef4f797-8335-6428-8001-8a1503f9b875",
-        "channel_values": {
-            "my_key": "meow",
-            "node": "node"
-        },
-        "channel_versions": {
-            "__start__": 2,
-            "my_key": 3,
-            "start:node": 3,
-            "node": 3
-        },
+        "channel_values": {"my_key": "meow", "node": "node"},
+        "channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
         "versions_seen": {
             "__input__": {},
-            "__start__": {
-                "__start__": 1
-            },
-            "node": {
-                "start:node": 2
-            }
+            "__start__": {"__start__": 1},
+            "node": {"start:node": 2},
         },
     }
 
@@ -81,24 +69,12 @@ async with AsyncSqliteSaver.from_conn_string(":memory:") as checkpointer:
         "v": 4,
         "ts": "2024-07-31T20:14:19.804150+00:00",
         "id": "1ef4f797-8335-6428-8001-8a1503f9b875",
-        "channel_values": {
-            "my_key": "meow",
-            "node": "node"
-        },
-        "channel_versions": {
-            "__start__": 2,
-            "my_key": 3,
-            "start:node": 3,
-            "node": 3
-        },
+        "channel_values": {"my_key": "meow", "node": "node"},
+        "channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
         "versions_seen": {
             "__input__": {},
-            "__start__": {
-                "__start__": 1
-            },
-            "node": {
-                "start:node": 2
-            }
+            "__start__": {"__start__": 1},
+            "node": {"start:node": 2},
         },
     }
 
diff --git a/libs/checkpoint-sqlite/langgraph/store/sqlite/aio.py b/libs/checkpoint-sqlite/langgraph/store/sqlite/aio.py
index b0d711dff..5ea5672f1 100644
--- a/libs/checkpoint-sqlite/langgraph/store/sqlite/aio.py
+++ b/libs/checkpoint-sqlite/langgraph/store/sqlite/aio.py
@@ -547,7 +547,7 @@ class AsyncSqliteStore(AsyncBatchedBaseStore, BaseSqliteStore):
             await cur.execute(query, params)
             rows = await cur.fetchall()
 
-            if needs_refresh and rows and self.ttl_config:
+            if needs_refresh and self.ttl_config:
                 keys_to_refresh = []
                 for row_data in rows:
                     # Assuming row_data[0] is prefix (text), row_data[1] is key (text)
diff --git a/libs/checkpoint-sqlite/uv.lock b/libs/checkpoint-sqlite/uv.lock
index 1c28fc97a..349221b32 100644
--- a/libs/checkpoint-sqlite/uv.lock
+++ b/libs/checkpoint-sqlite/uv.lock
@@ -783,14 +783,14 @@ wheels = [
 
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 name = "pytest-mock"
-version = "3.15.1"
+version = "3.16.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/db/5b/b83a9bf1a3b4ec222f9fa083147ff6816245223da0ab92370e7e056f113f/pytest_mock-3.16.0-py3-none-any.whl", hash = "sha256:007cfeb257801d88d9c0b2a7b5a15a15e73b71968dfd72e7bf8c4a2f8393aec8", size = 10016, upload-time = "2026-09-27T14:57:54.283Z" },
 ]
 
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@@ -911,27 +911,27 @@ wheels = [
 
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+version = "0.16.9"
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+    { url = "https://files.pythonhosted.org/packages/a6/f6/9ee81c5d8921e5fd5f10889ae563c95cd3272b31df2ada528919ca1cef6b/ty-0.0.84-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c6e56b443ff9ba462e34bfbc1e582004c2719ed35f8f93a433744b0ba0afb2d9", size = 13480760, upload-time = "2026-09-24T13:16:02.313Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/83/fbe5d1177667ae16d84c3242846b143809c9cc09568b333e5a9b4d5908f6/ty-0.0.84-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8b6562fcc48820c1030e2a4509ef2c14ef93043ca4860280074314ac3a825b95", size = 13696346, upload-time = "2026-09-24T13:16:05.391Z" },
+    { url = "https://files.pythonhosted.org/packages/86/9a/1b4ac9ddc34cc0ab4624bc219825d66af52f1ad87f4778ad08ad03fa06d5/ty-0.0.84-py3-none-musllinux_1_2_i686.whl", hash = "sha256:dee7421451efcbd70f03e95a8f2c8d9e5ec3d35edcd27b4095ee00ee062abfc4", size = 13959410, upload-time = "2026-09-24T13:16:08.661Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/04/70e289437a67dfd686056ab4fd91880261a8233033a6a95d29393741fb97/ty-0.0.84-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:31e96307cf621babe969307dd657783d672e2d8bdbd06493710da635bf63fa07", size = 14350294, upload-time = "2026-09-24T13:16:11.865Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/f4/ae7dbd118425c850981d23efb850f0d9d7f6b8d2b852bde2767434f668b4/ty-0.0.84-py3-none-win32.whl", hash = "sha256:4bdc85f91cbaae35825f2b17bb4ac5de0563367875cb0f42b2bf07a1bf7ff2ba", size = 13176439, upload-time = "2026-09-24T13:16:15.049Z" },
+    { url = "https://files.pythonhosted.org/packages/29/ec/994d87252f065dda5a500bc8afc726d18f6582d81d6f4ff1feb8a267c800/ty-0.0.84-py3-none-win_amd64.whl", hash = "sha256:71cc9aa7a7c89d4e12c6a814e9c0c3310ad5bee44efedbd6f5a42d91e9ac0f0d", size = 13962879, upload-time = "2026-09-24T13:16:18.191Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/1c/e6e91852b72566b1ab9aca504712857dfb89324c12092a5bd61d42d34427/ty-0.0.84-py3-none-win_arm64.whl", hash = "sha256:6c9d3718c4a0d318bc9c92af9b2aa85c3294e7dff54cf1d69ad79568f56516da", size = 13656453, upload-time = "2026-09-24T13:16:21.51Z" },
 ]
 
 [[package]]
diff --git a/libs/cli/js-monorepo-example/apps/agent/package.json b/libs/cli/js-monorepo-example/apps/agent/package.json
index 47053e3bc..654f6d3ab 100644
--- a/libs/cli/js-monorepo-example/apps/agent/package.json
+++ b/libs/cli/js-monorepo-example/apps/agent/package.json
@@ -9,8 +9,8 @@
   },
   "dependencies": {
     "@js-monorepo-example/shared": "*",
-    "@langchain/core": "^1.2.9",
-    "@langchain/langgraph": "^1.4.13"
+    "@langchain/core": "^1.2.13",
+    "@langchain/langgraph": "^1.4.18"
   },
   "devDependencies": {
     "typescript": "^7.0.2"
diff --git a/libs/cli/js-monorepo-example/package.json b/libs/cli/js-monorepo-example/package.json
index 7e78459e5..6a9adee68 100644
--- a/libs/cli/js-monorepo-example/package.json
+++ b/libs/cli/js-monorepo-example/package.json
@@ -17,18 +17,18 @@
     "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
   },
   "devDependencies": {
-    "turbo": "^2.10.12",
+    "turbo": "^2.11.5",
     "typescript": "^7.0.2",
     "@tsconfig/recommended": "^1.0.13",
-    "@eslint/eslintrc": "^3.3.6",
+    "@eslint/eslintrc": "^3.3.7",
     "@eslint/js": "^10.0.1",
-    "eslint": "^10.9.1",
+    "eslint": "^10.11.0",
     "eslint-config-prettier": "^10.1.8",
     "eslint-plugin-import": "^2.27.5",
     "eslint-plugin-no-instanceof": "^1.0.1",
     "eslint-plugin-prettier": "^5.5.6",
-    "@typescript-eslint/eslint-plugin": "^8.68.0",
-    "@typescript-eslint/parser": "^8.68.0",
-    "prettier": "^3.9.6"
+    "@typescript-eslint/eslint-plugin": "^8.70.1",
+    "@typescript-eslint/parser": "^8.70.1",
+    "prettier": "^3.9.9"
   }
 }
diff --git a/libs/cli/js-monorepo-example/yarn.lock b/libs/cli/js-monorepo-example/yarn.lock
index 38b4087bf..a61bd3820 100644
--- a/libs/cli/js-monorepo-example/yarn.lock
+++ b/libs/cli/js-monorepo-example/yarn.lock
@@ -2,6 +2,24 @@
 # yarn lockfile v1
 
 
+"@cacheable/memory@^2.2.0":
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/@cacheable/memory/-/memory-2.2.0.tgz#72aeb8b051f6d597d10ac8595b94ad8302bd2239"
+  integrity sha512-CTLKqLItRCEixEAewD3/j9DB3/o96gpTPD4eJ1v+DGOlxZRZncRQkGYqqnAGCscYd6RNeXfGeiuCphsPtqyIfQ==
+  dependencies:
+    "@cacheable/utils" "^2.5.0"
+    "@keyv/bigmap" "^1.3.1"
+    hookified "^1.15.1"
+    keyv "^5.6.0"
+
+"@cacheable/utils@^2.5.0":
+  version "2.5.0"
+  resolved "https://registry.yarnpkg.com/@cacheable/utils/-/utils-2.5.0.tgz#534c91113aa48fe43baedb169550b6ee070ef303"
+  integrity sha512-buipgOVDkkPXNR5+xBpDw7Zk2n1EvU7qBJCNUcL7rhQ//kfpOXPAvQ511Os0vpLYJ1pZnvudNytkQt2hst3wqA==
+  dependencies:
+    hashery "^1.5.1"
+    keyv "^5.6.0"
+
 "@cfworker/json-schema@^4.0.2":
   version "4.1.1"
   resolved "https://registry.yarnpkg.com/@cfworker/json-schema/-/json-schema-4.1.1.tgz#4a2a3947ee9fa7b7c24be981422831b8674c3be6"
@@ -42,10 +60,10 @@
   dependencies:
     "@types/json-schema" "^7.0.15"
 
-"@eslint/eslintrc@^3.3.6":
-  version "3.3.6"
-  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.6.tgz#d22bfd6b3a7d8e1f2c0b2f2e6de111b53ec6e13e"
-  integrity sha512-l2Ul9PrHsPCKcEY/ac7VgFj9D80C7S68sOKc618SyHDPK36s1XcFebXY0iTzUVn4Yq+YbwvSnDmCz9yxjX+QrA==
+"@eslint/eslintrc@^3.3.7":
+  version "3.3.7"
+  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.7.tgz#76d3dedec4a30ea32df797bf8a0085c1311b7316"
+  integrity sha512-F42g89Qd5oAWtp0k0nnSrjziAKza7w8SVT4mStc18LZMaRb4J1HQAHLCalEtDCxrTuksx7NU9qsmeLwpOfPqWw==
   dependencies:
     ajv "^6.14.0"
     debug "^4.3.2"
@@ -53,7 +71,7 @@
     globals "^14.0.0"
     ignore "^5.2.0"
     import-fresh "^3.2.1"
-    js-yaml "^4.3.0"
+    js-yaml "^4.3.2"
     minimatch "^3.1.5"
     strip-json-comments "^3.1.1"
 
@@ -67,10 +85,10 @@
   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@^0.7.2":
-  version "0.7.2"
-  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.2.tgz#4b0962f3f2c7ce8bc98b3ecfe34525c09d2cb729"
-  integrity sha512-+CNAzxglkrpNf/kKywqQfk74QjtceuOE7Qm+AF8miRvPF/wmmK5+OJOgVh3AVTT3RP2mH3+FOaxlE5v72owk0A==
+"@eslint/plugin-kit@^0.7.3":
+  version "0.7.3"
+  resolved "https://registry.yarnpkg.com/@eslint/plugin-kit/-/plugin-kit-0.7.3.tgz#cc7268cc36405b331ef92db1bc37971f21d66fe1"
+  integrity sha512-IkO+/KEUvwbVpiURZg+P7zF74z5Jxe0UgJxVni+RtoHQ6IZieXaO02kmadomap/q+l6bc/jdPGGqTjhuZnuz1Q==
   dependencies:
     "@eslint/core" "^1.2.1"
     levn "^0.4.1"
@@ -103,10 +121,23 @@
   resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
   integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==
 
-"@langchain/core@^1.2.9":
-  version "1.2.9"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.2.9.tgz#4f5fb27ba07c51ce4fb8e1dc32eb36945737afa1"
-  integrity sha512-conzSEj9Zu1AyXJLXsSbgrtxtxinmI1yGqQ5CIJZSoV5rvv+yvQE/vgBnoySpBQ/bl3YPgj2FL/gbDjWykLSfg==
+"@keyv/bigmap@^1.3.1":
+  version "1.3.1"
+  resolved "https://registry.yarnpkg.com/@keyv/bigmap/-/bigmap-1.3.1.tgz#fc82fa83947e7ff68c6798d08907db842771ef2c"
+  integrity sha512-WbzE9sdmQtKy8vrNPa9BRnwZh5UF4s1KTmSK0KUVLo3eff5BlQNNWDnFOouNpKfPKDnms9xynJjsMYjMaT/aFQ==
+  dependencies:
+    hashery "^1.4.0"
+    hookified "^1.15.0"
+
+"@keyv/serialize@^1.1.1":
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/@keyv/serialize/-/serialize-1.1.1.tgz#0c01dd3a3483882af7cf3878d4e71d505c81fc4a"
+  integrity sha512-dXn3FZhPv0US+7dtJsIi2R+c7qWYiReoEh5zUntWCf4oSpMNib8FDhSoed6m3QyZdx5hK7iLFkYk3rNxwt8vTA==
+
+"@langchain/core@^1.2.13":
+  version "1.2.13"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.2.13.tgz#4ea4eb0308a25af350f75de2fbf34aecb819177e"
+  integrity sha512-ADGTxZ84n3civruUX1LlTOdua/PDGoni2U6TmKTX7hvRU2Jlepu8vLJI4Wnwj45KUKhUCrW94Il12Q2bxE3e8A==
   dependencies:
     "@cfworker/json-schema" "^4.0.2"
     "@standard-schema/spec" "^1.1.0"
@@ -121,31 +152,26 @@
   resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.1.5.tgz#c793177f9afcce31a1e9922f317f88fec1254282"
   integrity sha512-BwDwl5VeTOh6CVuiIPgsUgfK51vTJDMSbFcSCUfjJWsl8/DPdK/mbv+ejxJstkSk/BlSPMP4JfXWcN6jD2ea2Q==
 
-"@langchain/langgraph-sdk@~1.10.0":
-  version "1.10.0"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.10.0.tgz#6ec1364a97caf615983161ae1f00b196897b9cd6"
-  integrity sha512-cPPkh+hMNgeOaGtJRrqs1AjZde45cG2+Ma9Sc10wz2RyvT8SKToCKS+VvkS18SsLajnmq6/FKVmthq6rnUVYOw==
+"@langchain/langgraph-sdk@~1.12.0":
+  version "1.12.0"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.12.0.tgz#b063a7eba0a66f51cbc841a824626a47eca1eec9"
+  integrity sha512-F3AOZjKZRUGmE3FzY+RaVZI6WzXOkwnuF7jqgto6rDPSnO9OdVdYGvwGDi3jjRGf5xLoDtX2dpsR9z5KptU+5A==
   dependencies:
     "@langchain/protocol" "^0.0.19"
     "@types/json-schema" "^7.0.15"
     p-queue "^9.0.1"
     p-retry "^7.1.1"
 
-"@langchain/langgraph@^1.4.13":
-  version "1.4.13"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.4.13.tgz#168ab4f05c212fd5ab4b2816bcad2e963b345101"
-  integrity sha512-LO1ak6jNQ9jR13tm7Ay4Yh2/otrH7LNVUwWTAI7WJigVdW5Fb6LuYSZUzVn4S7sVSiyVFfnrUcDTd8c7eAzPrQ==
+"@langchain/langgraph@^1.4.18":
+  version "1.4.18"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.4.18.tgz#c8cc4ea734834262fdb00ae6a45a0849620e4fd2"
+  integrity sha512-yrMMJ9hk2NVMD2xU2WoVrgFawAU6s/RzEl/dX9BhlyxZHazo1wHY35z4K2BIBzTUh4z3giCzrUoqRAqW2CWpWg==
   dependencies:
     "@langchain/langgraph-checkpoint" "^1.1.5"
-    "@langchain/langgraph-sdk" "~1.10.0"
-    "@langchain/protocol" "^0.0.18"
+    "@langchain/langgraph-sdk" "~1.12.0"
+    "@langchain/protocol" "^0.0.19"
     "@standard-schema/spec" "1.1.0"
 
-"@langchain/protocol@^0.0.18":
-  version "0.0.18"
-  resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.18.tgz#6d96155e7263c958fbce6d4b7241b4725b72fbad"
-  integrity sha512-XW1egQtPfsGI41w2AMZNFZrUIwFSQHTjVMZs0OaTpCAvht/QLoaPN8FQcsysMVypOhupG28J29yOorrc70otBQ==
-
 "@langchain/protocol@^0.0.19":
   version "0.0.19"
   resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.19.tgz#7fe43fed115dc34b3b4c246e8d5283fbcbfab7b0"
@@ -171,35 +197,35 @@
   resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
   integrity sha512-sySRuBfMKyKO/j2ZAhR8kSembhjuPEV4Ra3AHtmWLq51+iGaudr45crPSzNC5b7/Ctrh9dfUpBuTlYrH6rM58Q==
 
-"@turbo/darwin-64@2.10.12":
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.10.12.tgz#719ac12ae47caf7b4be855d672582cdbfde177ea"
-  integrity sha512-9nKgKoF6ZOUsM+or0OtNf+TTJSfGvDNP7ZFv/ZGWVwOSCkumyctQiTeHwB4UNljHTnC41AqylgbunLDHoccNrA==
+"@turbo/darwin-64@2.11.5":
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.11.5.tgz#6ddc580c2b7d05e578ca1c06b3f61473f4b7b00e"
+  integrity sha512-KdY4y7BBjIisl+jAkb3FFaRjClGqHyaeHCcVcCT8LBzFFwUu6thgfxyRZAx0uL4KoxLmH+iOan8UhVf/aDDcaA==
 
-"@turbo/darwin-arm64@2.10.12":
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.10.12.tgz#ac2d3dde3a2407f8359ca2e3152690280cff2714"
-  integrity sha512-H4Elb1jqTZVeIC9bbcNwjSzemZ6RegoTOVHeuV5Osirt2Z8UguTyisMEkvZjPVZgMeN9J4ERZBFad40tFnkb7w==
+"@turbo/darwin-arm64@2.11.5":
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.11.5.tgz#a756c67bb828cd00d03e909769dd39453c1f1e69"
+  integrity sha512-ToZDGi2u410+TfRtC/O1/LpujGgvNJoRBZnwVXob7oO0+3OSlwIO3zofXKUvwQvlba7a8ZXPyCZwufjAXd7f0w==
 
-"@turbo/linux-64@2.10.12":
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.10.12.tgz#264a0ec88a1f69f93cf57dab20be1b4c50bf226c"
-  integrity sha512-lr7KIotukvjZwEXiFSYAeOH3BWzjFVBbSzTbv0fuGFsNukYyH0+g1hB5ecqnJkgkYU+KHEMG1edOhnjiKON1wQ==
+"@turbo/linux-64@2.11.5":
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.11.5.tgz#b95c05218aebb06c06e5f991d48c55b78dc5e005"
+  integrity sha512-Ub2d/nAbdWLaSytcEaPp1wm/YuIvHEIqNrCRMI/UgOGyFdOhgxm8VyWPAJilQWRYxYVrqEUoy2K5S5K8SG50rA==
 
-"@turbo/linux-arm64@2.10.12":
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.10.12.tgz#3ee53d1f930d2bb65708e904971be0e765381e37"
-  integrity sha512-f0pZDTtvzB5SuNwuXBaKbZHUCMCukgc8nMlHEuvLmj91Fzec+MEbr3cAvGNor5htEDqZnO6Lxt9N/GPI/77oGA==
+"@turbo/linux-arm64@2.11.5":
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.11.5.tgz#c7a1d1a44c8c8dcff4b72fbafe9a5059c8fb668a"
+  integrity sha512-JQjmGxp724Wuft9FAxPMtmBur1CEdUyxJ+FVoIvKkgj63rXHl9PYCWrsU2tMjVi609XTQ3M8vZD9Yc9qVAVYrw==
 
-"@turbo/windows-64@2.10.12":
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.10.12.tgz#ac0a0b7794f9a541e68e930383f48747f7e648ab"
-  integrity sha512-SDOueJRjS/QcykWf2KCRtTLmIl5YMKsLbXkXQGhDwcTXvKXZiS5ih5lBl/gkwZIpYFjqA/rAlfMzlAFcVHNe0g==
+"@turbo/windows-64@2.11.5":
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.11.5.tgz#60bdaaa7e8ba32f32623b31a1c75f6c3db400a0c"
+  integrity sha512-AFkbPmXNd8XgCi/66YEHR2bVl3gtusXyDihTIVEPAuSB+7ulLmJePvz1unWPVKLHdbCTTIdKq2mpJ1B1e3lJXw==
 
-"@turbo/windows-arm64@2.10.12":
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.10.12.tgz#50eb6c20a20d0aab216d2b6aa13cc3100ea44106"
-  integrity sha512-0i0mVUa4kKk+/B3RwEwPMf9CB+T7ul56hn5FFHNA4VUNTOoLBEd6aNf3FaKfCatDNZ6cicCEf6if9QUTVyzzcA==
+"@turbo/windows-arm64@2.11.5":
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.11.5.tgz#18bd5a0ad30c4e094995786bd78916b6de6b5c1c"
+  integrity sha512-52ziXYP3snGOxjv19xA3WL1WDKv9Q6uDAa/7EKIR5j4hocMlYURkrOHbJ2ZZI+VfPU5MwKpcGeRfHxHJu7Y/Pw==
 
 "@types/esrecurse@^4.3.1":
   version "4.3.1"
@@ -221,110 +247,110 @@
   resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
   integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==
 
-"@typescript-eslint/eslint-plugin@^8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.68.0.tgz#a8fbdb1cf49aafaf16071b646daad890151bd149"
-  integrity sha512-WASHDpCm6qO5jj9g1a+8NiW5+GCkAyLReR56/4VruYmNgfUmqpxOfZ2Yfb8xGfJPWv5Qi6LSD8sXdces3vbp/Q==
+"@typescript-eslint/eslint-plugin@^8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.70.1.tgz#d404bac4cb04e4dcd20086e46e13c952bd0771e0"
+  integrity sha512-nDNrUQ/4ruSNYbu749TRY7cfrzPtoLHEXSNBI8aaNY32LlZCajixqRf3FqcKC4p5Cam4VOHYx/t+i5+nKXvrqA==
   dependencies:
     "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.68.0"
-    "@typescript-eslint/type-utils" "8.68.0"
-    "@typescript-eslint/utils" "8.68.0"
-    "@typescript-eslint/visitor-keys" "8.68.0"
+    "@typescript-eslint/scope-manager" "8.70.1"
+    "@typescript-eslint/type-utils" "8.70.1"
+    "@typescript-eslint/utils" "8.70.1"
+    "@typescript-eslint/visitor-keys" "8.70.1"
     ignore "^7.0.5"
     natural-compare "^1.4.0"
     ts-api-utils "^2.5.0"
 
-"@typescript-eslint/parser@^8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.68.0.tgz#61de31481354c50457bc9621a7ed746779f09ee7"
-  integrity sha512-fHq2VC1kpyYfvEcbiMjOpySY4WS7voEp89yAThrHRX5sm9j2lzYppCb2umFMEed4fWcyeLjHxrz0mpjNBaBxMQ==
+"@typescript-eslint/parser@^8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.70.1.tgz#6c99b7b954efc05dae179001c8b477d1a8948dcf"
+  integrity sha512-nO974WLllwhSFWQXnMLj6nDGa8f0khKEz1JzpPJ1u7Vm/4X1X6ZHajpoknU4bb41vJyMB0HHVyS2GqdhWfIXZw==
   dependencies:
-    "@typescript-eslint/scope-manager" "8.68.0"
-    "@typescript-eslint/types" "8.68.0"
-    "@typescript-eslint/typescript-estree" "8.68.0"
-    "@typescript-eslint/visitor-keys" "8.68.0"
+    "@typescript-eslint/scope-manager" "8.70.1"
+    "@typescript-eslint/types" "8.70.1"
+    "@typescript-eslint/typescript-estree" "8.70.1"
+    "@typescript-eslint/visitor-keys" "8.70.1"
     debug "^4.4.3"
 
-"@typescript-eslint/project-service@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.68.0.tgz#ea4b2869f59165c420cd7a4bbebc38039794e8cc"
-  integrity sha512-5GQtWZCXFcFYux955pvoS02WLc49pXNlvIxocKjS0clvwo3in1RdlzVKyiqQH9vE5AKWFLTaUgeQkOrTS+0Qxw==
+"@typescript-eslint/project-service@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.70.1.tgz#d5635594cc8a573f0e15a772b1704e93a00134c1"
+  integrity sha512-62xOgboPfwc3/IgPSX/W6oQR3ZbF04194FPGUGH8HL8iLFHbt/456/8Ph1wLNUgVF+s94FlHoipBsz+v7+LMnA==
   dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.68.0"
-    "@typescript-eslint/types" "^8.68.0"
+    "@typescript-eslint/tsconfig-utils" "^8.70.1"
+    "@typescript-eslint/types" "^8.70.1"
     debug "^4.4.3"
 
-"@typescript-eslint/scope-manager@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.68.0.tgz#e5a13a1159497faeab4e48279bf07576045b1499"
-  integrity sha512-T5eXpcaJNg8bhjHJ8Rjp68Vq/QBteYtTKY8TZqVNPaUbuz0f6jI9t6aDkylwvalpAB9XTTFeFOjrjXAZ3YvmVA==
+"@typescript-eslint/scope-manager@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.70.1.tgz#0feeae4da2d279b960cdbfe5e0a02fbf1195e93f"
+  integrity sha512-Pa0EeSeAusQc1WbjQMac+YfenewYTBu0KjgYvkUKwhXaHUKbFog23Dm/rp0DX/6tyYOQ3Xl1a+3EcFNZynGHCw==
   dependencies:
-    "@typescript-eslint/types" "8.68.0"
-    "@typescript-eslint/visitor-keys" "8.68.0"
+    "@typescript-eslint/types" "8.70.1"
+    "@typescript-eslint/visitor-keys" "8.70.1"
 
-"@typescript-eslint/tsconfig-utils@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.68.0.tgz#594d7a3c5952055b3c431fc563ca7fd1defcce18"
-  integrity sha512-F7zrGQfiJHojPwi8vhxZQC1tWtJzvL74cK/nqri2lk8YUXvYaYwl263xOJ69jDWPUk1hmcdoayFwk9lX09npVw==
+"@typescript-eslint/tsconfig-utils@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.70.1.tgz#e9353a6e5f3498a29b40946ca3e11f6166fef09e"
+  integrity sha512-jumze1fPI+sDOaM2TWGQdn39PDxTr7TZGeuyLkAbNyx2vtMT3uRnVKChN0hfht5V2TugphJzF6bYXvBcE09qqg==
 
-"@typescript-eslint/tsconfig-utils@^8.68.0":
-  version "8.69.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.69.0.tgz#d3b0ccc781ab252a90a0b3989b9d1eb85ab59469"
-  integrity sha512-xNqK7YTDZsLniQMV/4rpFR8Z5JlqeRvVjuG1YgF/mdPVH84HSD19L8CczMA0qg2RfwEV231GHH3VnToJDo4MfQ==
+"@typescript-eslint/tsconfig-utils@^8.70.1":
+  version "8.71.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.71.0.tgz#83a69c9a514af8f5ff099cc6c0d609c273e8f039"
+  integrity sha512-Z1UlWHADEK2Mlb9NpWfDeSjqoZ5EyrOv4R3eQpbkzqn/EwaIdOpXXupEA1+0ZIOSJSZZDBHG0BrQyN8zUG6Pwg==
 
-"@typescript-eslint/type-utils@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.68.0.tgz#8f3e838dbd740909db27053857468cd037b00220"
-  integrity sha512-X77zqoY1EjeWGs/0JNxeaMfp5C5lIz4Tw8y66F1Ne8Faq6g424sBNYM6xBAqElfGZPLpWS+CZAp0DXyKDzWiHg==
+"@typescript-eslint/type-utils@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.70.1.tgz#6ea36f2c7dc0776c1c8e1c380b4896f00bc4c27f"
+  integrity sha512-7zKTnyvaVWqzLZHPFQtX1hVHqgkMC+WebPWakNCSyrQVbIP1AM0L0TlBZtACldIRb6PptI8Odk+jyZ5kP3B1VA==
   dependencies:
-    "@typescript-eslint/types" "8.68.0"
-    "@typescript-eslint/typescript-estree" "8.68.0"
-    "@typescript-eslint/utils" "8.68.0"
+    "@typescript-eslint/types" "8.70.1"
+    "@typescript-eslint/typescript-estree" "8.70.1"
+    "@typescript-eslint/utils" "8.70.1"
     debug "^4.4.3"
     ts-api-utils "^2.5.0"
 
-"@typescript-eslint/types@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.68.0.tgz#3f9d4e62fbe5728f09403cdc7b4d58af842ac1af"
-  integrity sha512-9RnpsGJjrAllCMefGVVsImJM24YurhC0Q1h4UbvivtvOqXmR/vEJge2OoE++z9m6hyg8T1Q8t5SNT6tHSbrxcg==
+"@typescript-eslint/types@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.70.1.tgz#2022b9d07d057174eba25b9bbd289641d262a196"
+  integrity sha512-Dm1ypdhhrGCTyyehxElhgJ6kgk8MVCv5qXdoOVqPr1uqk42jX8KjrZqhROvdShczA8qrDoYiOWn1ykWlx2k81Q==
 
-"@typescript-eslint/types@^8.68.0":
-  version "8.69.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.69.0.tgz#5d9ad3f707c2e4f70a2db540031104df3e63bcf5"
-  integrity sha512-K3VrubUPhlo9VDBS6QdI8YB5j7ClpqLRdefcz6PFrhnwicehBweqQ9Evhl4l+FYz0HdDmMqIiSX0aldGRYtDCA==
+"@typescript-eslint/types@^8.70.1":
+  version "8.71.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.71.0.tgz#a230a121e71665060afe27d1f1ad110371f9451e"
+  integrity sha512-cJ4OoxPGWvFnBTnSZyaU+qJzGTqPTGJY+gDchj6cRyLRdmIdt4rcsE4twj+zPfrNiWuVi38wijHzShL++Z9atQ==
 
-"@typescript-eslint/typescript-estree@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.68.0.tgz#bf4165029825138ac27231a3ff02923ecd977f38"
-  integrity sha512-OKKsD0tYmoNiU5PW2zehO1yO56jYOm1ShYlxon/Z0SJNidAkdVg86eg9ruRuoXf8xfnuWZGbwDsStkoXbZtIIA==
+"@typescript-eslint/typescript-estree@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.70.1.tgz#ced48fee6f7043835d2edfed9786ae74813a3c99"
+  integrity sha512-TU8PwyGN0PQJUcE96mw8eCQ44SmxGdQlJmlWakHaHQ15eIuuvye5yNtmh/i6oS88jzXVQB71xdNkbkB/fMwL0g==
   dependencies:
-    "@typescript-eslint/project-service" "8.68.0"
-    "@typescript-eslint/tsconfig-utils" "8.68.0"
-    "@typescript-eslint/types" "8.68.0"
-    "@typescript-eslint/visitor-keys" "8.68.0"
+    "@typescript-eslint/project-service" "8.70.1"
+    "@typescript-eslint/tsconfig-utils" "8.70.1"
+    "@typescript-eslint/types" "8.70.1"
+    "@typescript-eslint/visitor-keys" "8.70.1"
     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@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.68.0.tgz#00547f2c8de8aca2a3c21752a9711f73206fd36d"
-  integrity sha512-PB5gJMMOg0Q5P1tsgWtEAqQacJXq0qEqRHDX/YJ4FaTMLfZPpHB3gjl2EJuiZyPABxmj4ZQYiY9m1bdAJ5y7tQ==
+"@typescript-eslint/utils@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.70.1.tgz#6a97887cee702df513692f5cdc7f79baeef48e02"
+  integrity sha512-Esgul8MsnKnRLdYU2Eb2cRV9bS5HJYtKj1ByJnOzzG2M58DGdSUQ1jUuILxipqcpB2h9WLrbD5GijIWUjX/Tqw==
   dependencies:
     "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.68.0"
-    "@typescript-eslint/types" "8.68.0"
-    "@typescript-eslint/typescript-estree" "8.68.0"
+    "@typescript-eslint/scope-manager" "8.70.1"
+    "@typescript-eslint/types" "8.70.1"
+    "@typescript-eslint/typescript-estree" "8.70.1"
 
-"@typescript-eslint/visitor-keys@8.68.0":
-  version "8.68.0"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.68.0.tgz#78db3c9bb258a0309d9e2b1b617127c3a8fb1f54"
-  integrity sha512-YR65gGdGvTUAWLldC3xLOvOzamdGzB4A5/N8rehEaHs3Zvoe39BhgY+u0SPch1OvrVTfLcc55wsSgK2NcnTS/A==
+"@typescript-eslint/visitor-keys@8.70.1":
+  version "8.70.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.70.1.tgz#b4cde0ed16982bd963a6310fcae554f59fd14124"
+  integrity sha512-Vwj9lUIW5Xq3wQ9w6gv3R86g1hMK8f2zNOdGTAgeXUMMXFK78G9ruCjjqutHMNJc0+CH7LYRnHeUB9IT8wFmcw==
   dependencies:
-    "@typescript-eslint/types" "8.68.0"
+    "@typescript-eslint/types" "8.70.1"
     eslint-visitor-keys "^5.0.0"
 
 "@typescript/typescript-aix-ppc64@7.0.2":
@@ -569,6 +595,17 @@ brace-expansion@^5.0.8:
   dependencies:
     balanced-match "^4.0.2"
 
+cacheable@^2.5.0:
+  version "2.5.0"
+  resolved "https://registry.yarnpkg.com/cacheable/-/cacheable-2.5.0.tgz#d142d41043e5a865f6053cc70ef4e3ad068bd5ce"
+  integrity sha512-60cyAOytib/OzBw1JNSoSV/boK1AtHryDIjvVBk7XbN4ugfkM3+Sry7fEjNgPMGgOjuaZPAp8ruZ0Cxafwyq9g==
+  dependencies:
+    "@cacheable/memory" "^2.2.0"
+    "@cacheable/utils" "^2.5.0"
+    hookified "^1.15.0"
+    keyv "^5.6.0"
+    qified "^0.10.1"
+
 call-bind-apply-helpers@^1.0.0, call-bind-apply-helpers@^1.0.1, call-bind-apply-helpers@^1.0.2:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz#4b5428c222be985d79c3d82657479dbe0b59b2d6"
@@ -886,17 +923,17 @@ 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@^10.9.1:
-  version "10.9.1"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.9.1.tgz#409da5c41a5536d5a849f8555a18ca7ef1eb963b"
-  integrity sha512-9VaAkDURekixUQJy0oJYl2DcN6oKMfxay7XzaGYAWQwsb6qfKf+x76R2k1L8kb1boc+FyCAaTA9GmiKaaiaF+A==
+eslint@^10.11.0:
+  version "10.11.0"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.11.0.tgz#304d1591b7c6a327e3f64b4f550f99fda160ae20"
+  integrity sha512-P7a6UEEqb9G95MYAtqkmsTbVXIYyzIfl6NGOIJk162PaahFxFyeGcrlXYFSiagECg4sEm8IseJdZBKR3rx6MsQ==
   dependencies:
     "@eslint-community/eslint-utils" "^4.8.0"
     "@eslint-community/regexpp" "^4.12.2"
     "@eslint/config-array" "^0.23.5"
     "@eslint/config-helpers" "^0.7.0"
     "@eslint/core" "^1.2.1"
-    "@eslint/plugin-kit" "^0.7.2"
+    "@eslint/plugin-kit" "^0.7.3"
     "@humanfs/node" "^0.16.6"
     "@humanwhocodes/module-importer" "^1.0.1"
     "@humanwhocodes/retry" "^0.4.2"
@@ -911,7 +948,7 @@ eslint@^10.9.1:
     esquery "^1.7.0"
     esutils "^2.0.2"
     fast-deep-equal "^3.1.3"
-    file-entry-cache "^8.0.0"
+    file-entry-cache "11.1.5 || >11.1.6 <12"
     find-up "^5.0.0"
     glob-parent "^6.0.2"
     ignore "^5.2.0"
@@ -999,12 +1036,12 @@ fdir@^6.5.0:
   resolved "https://registry.yarnpkg.com/fdir/-/fdir-6.5.0.tgz#ed2ab967a331ade62f18d077dae192684d50d350"
   integrity sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==
 
-file-entry-cache@^8.0.0:
-  version "8.0.0"
-  resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-8.0.0.tgz#7787bddcf1131bffb92636c69457bbc0edd6d81f"
-  integrity sha512-XXTUwCvisa5oacNGRP9SfNtYBNAMi+RPwBFmblZEF7N7swHYQS6/Zfk7SRwx4D5j3CH211YNRco1DEMNVfZCnQ==
+"file-entry-cache@11.1.5 || >11.1.6 <12":
+  version "11.1.5"
+  resolved "https://registry.yarnpkg.com/file-entry-cache/-/file-entry-cache-11.1.5.tgz#c8210eb055de63e68685ccfb6a017e386d4577d0"
+  integrity sha512-+PFTHITI08JIGhnNpGNI8T8inUpgZfk3GNEqfT9R2zZV2iFXg3CvqzSl/uEhs7TSGujYRELEANyDvS8Fj7+S7Q==
   dependencies:
-    flat-cache "^4.0.0"
+    flat-cache "^6.1.23"
 
 find-up@^5.0.0:
   version "5.0.0"
@@ -1014,18 +1051,19 @@ find-up@^5.0.0:
     locate-path "^6.0.0"
     path-exists "^4.0.0"
 
-flat-cache@^4.0.0:
-  version "4.0.1"
-  resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-4.0.1.tgz#0ece39fcb14ee012f4b0410bd33dd9c1f011127c"
-  integrity sha512-f7ccFPK3SXFHpx15UIGyRJ/FJQctuKZ0zVuN3frBo4HnK3cay9VEW0R6yPYFHC0AgqhukPzKjq22t5DmAyqGyw==
+flat-cache@^6.1.23:
+  version "6.1.23"
+  resolved "https://registry.yarnpkg.com/flat-cache/-/flat-cache-6.1.23.tgz#735dc888c271868d7301b3bbb8edba5028afb61d"
+  integrity sha512-f++BY9pTk+983xK1FLzlLpmM0i0z+jHmx3QESGkURMXujQZz1k5wzwX6hjnQ8goaD0B+sYnDK1yZ6MTyZfUaqA==
   dependencies:
-    flatted "^3.2.9"
-    keyv "^4.5.4"
+    cacheable "^2.5.0"
+    flatted "^3.4.2"
+    hookified "^1.15.0"
 
-flatted@^3.2.9:
-  version "3.4.2"
-  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.4.2.tgz#f5c23c107f0f37de8dbdf24f13722b3b98d52726"
-  integrity sha512-PjDse7RzhcPkIJwy5t7KPWQSZ9cAbzQXcafsetQoD7sOJRQlGikNbx7yZp2OotDnJyrDcbyRq3Ttb18iYOqkxA==
+flatted@^3.4.2:
+  version "3.4.4"
+  resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.4.4.tgz#aeeca2a506303f0cee61c59e6c9f2a88d2f29fc6"
+  integrity sha512-5+ybhBZANEJxaH3X5evAFatUxLfEHSr7n6kYJ+1Qd0mUqr4eu9gIf6GDbWHf8RJijHrjjO8G+la14SlL2SeS1Q==
 
 for-each@^0.3.3, for-each@^0.3.5:
   version "0.3.5"
@@ -1145,6 +1183,13 @@ has-tostringtag@^1.0.2:
   dependencies:
     has-symbols "^1.0.3"
 
+hashery@^1.4.0, hashery@^1.5.1:
+  version "1.5.1"
+  resolved "https://registry.yarnpkg.com/hashery/-/hashery-1.5.1.tgz#4ba82ad54911ac617467870845d57a9fe508a400"
+  integrity sha512-iZyKG96/JwPz1N55vj2Ie2vXbhu440zfUfJvSwEqEbeLluk7NnapfGqa7LH0mOsnDxTF85Mx8/dyR6HfqcbmbQ==
+  dependencies:
+    hookified "^1.15.0"
+
 hasown@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/hasown/-/hasown-2.0.2.tgz#003eaf91be7adc372e84ec59dc37252cedb80003"
@@ -1152,6 +1197,16 @@ hasown@^2.0.2:
   dependencies:
     function-bind "^1.1.2"
 
+hookified@^1.15.0, hookified@^1.15.1:
+  version "1.15.1"
+  resolved "https://registry.yarnpkg.com/hookified/-/hookified-1.15.1.tgz#b1fafeaa5489cdc29cb85546a8f837ed4ffbbcb6"
+  integrity sha512-MvG/clsADq1GPM2KGo2nyfaWVyn9naPiXrqIe4jYjXNZQt238kWyOGrsyc/DmRAQ+Re6yeo6yX/yoNCG5KAEVg==
+
+hookified@^2.1.1:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/hookified/-/hookified-2.2.0.tgz#1d024ac1668973dd5bcc4a96ab9ccdb7639ef8d4"
+  integrity sha512-p/LgFzRN5FeoD3DLS6bkUapeye6E4SI6yJs6KetENd18S+FBthqYq2amJUWpt5z0EQwwHemidjY5OqJGEKm5uA==
+
 ignore@^5.2.0:
   version "5.3.2"
   resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.3.2.tgz#3cd40e729f3643fd87cb04e50bf0eb722bc596f5"
@@ -1390,18 +1445,13 @@ js-tiktoken@^1.0.12:
   dependencies:
     base64-js "^1.5.1"
 
-js-yaml@^4.3.0:
+js-yaml@^4.3.2:
   version "4.3.2"
   resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.2.tgz#8e44fb14a2643c59726bb15787b5f1512cb3d3fb"
   integrity sha512-SFNOvSJ+Dgf/9An904Yx+CgSlIPCkIpao4qo51lpee25TIRejdH3rhR4EZMGoNx3/TP3O+wzWuiTFl4sqbltzA==
   dependencies:
     argparse "^2.0.1"
 
-json-buffer@3.0.1:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/json-buffer/-/json-buffer-3.0.1.tgz#9338802a30d3b6605fbe0613e094008ca8c05a13"
-  integrity sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ==
-
 json-schema-traverse@^0.4.1:
   version "0.4.1"
   resolved "https://registry.yarnpkg.com/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz#69f6a87d9513ab8bb8fe63bdb0979c448e684660"
@@ -1419,12 +1469,12 @@ json5@^1.0.2:
   dependencies:
     minimist "^1.2.0"
 
-keyv@^4.5.4:
-  version "4.5.4"
-  resolved "https://registry.yarnpkg.com/keyv/-/keyv-4.5.4.tgz#a879a99e29452f942439f2a405e3af8b31d4de93"
-  integrity sha512-oxVHkHR/EJf2CNXnWxRLW6mg7JyCCUcG0DtEGmL2ctUo1PNTin1PUil+r/+4r5MpVgC/fn1kjsx7mjSujKqIpw==
+keyv@^5.6.0:
+  version "5.6.0"
+  resolved "https://registry.yarnpkg.com/keyv/-/keyv-5.6.0.tgz#03044074c6b4d072d0a62c7b9fa649537baf0105"
+  integrity sha512-CYDD3SOtsHtyXeEORYRx2qBtpDJFjRTGXUtmNEMGyzYOKj1TE3tycdlho7kA1Ufx9OYWZzg52QFBGALTirzDSw==
   dependencies:
-    json-buffer "3.0.1"
+    "@keyv/serialize" "^1.1.1"
 
 "langsmith@>=0.5.0 <1.0.0":
   version "0.7.1"
@@ -1657,16 +1707,23 @@ prettier-linter-helpers@^1.0.1:
   dependencies:
     fast-diff "^1.1.2"
 
-prettier@^3.9.6:
-  version "3.9.6"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.9.6.tgz#b3ea5146515d40fc53f18aa63f74dfab1e10dbf6"
-  integrity sha512-OpN0zzVdiaiAhxpuuj5efpIS4sY9j7bY6uR5mnj5yPzGkdkjNKSJeUThPb60Jw29QuAZgA4o+/iB49kFiaBX6g==
+prettier@^3.9.9:
+  version "3.9.9"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.9.9.tgz#09b826918c91cd4cbc80e0cbd1d2a922ff04f233"
+  integrity sha512-Z/CJHIkdujO/OtN7nXUii0Rf3VT5SRuhjBA82Xvu2XhBUgX3nhP67T0LHceBdQLex7OOFGTox+Q5Yg8Jk2Qivg==
 
 punycode@^2.1.0:
   version "2.3.1"
   resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.3.1.tgz#027422e2faec0b25e1549c3e1bd8309b9133b6e5"
   integrity sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==
 
+qified@^0.10.1:
+  version "0.10.1"
+  resolved "https://registry.yarnpkg.com/qified/-/qified-0.10.1.tgz#0640bf21bbe6ca540db290ad8f5fde4d870b8bda"
+  integrity sha512-+Owyggi9IxT1ePKGafcI87ubSmxol6smwJ+RAHDQlx9+9cPwFWDiKFFCPuWhr9ignlGpZ9vDQLw67N4dcTVFEA==
+  dependencies:
+    hookified "^2.1.1"
+
 reflect.getprototypeof@^1.0.6, reflect.getprototypeof@^1.0.9:
   version "1.0.10"
   resolved "https://registry.yarnpkg.com/reflect.getprototypeof/-/reflect.getprototypeof-1.0.10.tgz#c629219e78a3316d8b604c765ef68996964e7bf9"
@@ -1913,17 +1970,17 @@ tsconfig-paths@^3.15.0:
     minimist "^1.2.6"
     strip-bom "^3.0.0"
 
-turbo@^2.10.12:
-  version "2.10.12"
-  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.10.12.tgz#22f552bd88182d58365960a02e5f45e628fb965b"
-  integrity sha512-AswgMPnpOoaVZHrrSBejETzEbuIA69OVGwfkHwfrY0A23VjWXBANzgq9+OymWOHAIArB7D1+1z498WY8fGg1Jw==
+turbo@^2.11.5:
+  version "2.11.5"
+  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.11.5.tgz#e7223abd0555b978d3efe1b00ea9a98f43afb7ab"
+  integrity sha512-qLXheqz3TUvJpHIV6MUBwkNkvwKxMVG/QsimyiKT9DfNWPHJ294G/i5nDaH+fbHJt3UH7orubNNxAqYkbUNGAQ==
   optionalDependencies:
-    "@turbo/darwin-64" "2.10.12"
-    "@turbo/darwin-arm64" "2.10.12"
-    "@turbo/linux-64" "2.10.12"
-    "@turbo/linux-arm64" "2.10.12"
-    "@turbo/windows-64" "2.10.12"
-    "@turbo/windows-arm64" "2.10.12"
+    "@turbo/darwin-64" "2.11.5"
+    "@turbo/darwin-arm64" "2.11.5"
+    "@turbo/linux-64" "2.11.5"
+    "@turbo/linux-arm64" "2.11.5"
+    "@turbo/windows-64" "2.11.5"
+    "@turbo/windows-arm64" "2.11.5"
 
 type-check@^0.4.0, type-check@~0.4.0:
   version "0.4.0"
diff --git a/libs/cli/uv.lock b/libs/cli/uv.lock
index f02813d33..b5ddfbbad 100644
--- a/libs/cli/uv.lock
+++ b/libs/cli/uv.lock
@@ -678,7 +678,7 @@ wheels = [
 
 [[package]]
 name = "hatch"
-version = "1.18.0"
+version = "1.18.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "backports-zstd", marker = "python_full_version < '3.14'" },
@@ -701,9 +701,9 @@ dependencies = [
     { name = "uv" },
     { name = "virtualenv" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/10/fd/634c575b5becad2dfa7135f3ad66d57102cd77d834cf473756d868a808ff/hatch-1.18.0.tar.gz", hash = "sha256:463d214cb068391454be198e58d3cc0846f71e39d68c5568ba650af7781e8ae3", size = 5275084, upload-time = "2026-08-11T05:06:41.513Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/91/81/a5a77aaa23df824562d50ad25eeb52ae6446924d0dc68c7c19ed6d8b171f/hatch-1.18.1.tar.gz", hash = "sha256:222fff78e197cf12a39db7efe5318ca403f2614db213416fd106a6c3260ef221", size = 5277846, upload-time = "2026-09-16T16:56:20.886Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fd/b1/d14265cb26c57af1485c01fd95037a35f13748b718617405cdefc6150429/hatch-1.18.0-py3-none-any.whl", hash = "sha256:75874c0905fe76b44fd39585c49bc9bd2b9fee638abb11f1f3d087042e7f9122", size = 171310, upload-time = "2026-08-11T05:06:39.807Z" },
+    { url = "https://files.pythonhosted.org/packages/04/a0/dc90fbe25bca29154d5926e1c96385d1c7a6feb120fa2c1b3e6098ad4d23/hatch-1.18.1-py3-none-any.whl", hash = "sha256:f005959995df45e5f5dd27c862dd77ce07e24e7f06aa8e51cbba2a40bac33a40", size = 172336, upload-time = "2026-09-16T16:56:19.332Z" },
 ]
 
 [[package]]
@@ -1207,7 +1207,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.4.4"
+version = "0.4.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -1216,9 +1216,9 @@ dependencies = [
     { name = "orjson" },
     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3f/ae/91446c1fffa04a2dc1f81afbfb5bfff3590452891a72bd9098a656ab2657/langgraph_sdk-0.4.4.tar.gz", hash = "sha256:4e651ffa09de695681579396375377bdde23bedbc8e35b070e615cbd5af7da8b", size = 345789, upload-time = "2026-08-27T21:25:22.593Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/9c/7ff305b366ce986052a27dc5946839bef2823b3567664cbad22e294dff5a/langgraph_sdk-0.4.5.tar.gz", hash = "sha256:d49a98a2ee8e0c494b101a7caf8061c8b4b94d3ee5ada0ea2dbe50903a5487b1", size = 349783, upload-time = "2026-09-21T14:42:55.732Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/43/d5/2ad7f3a835c6fcebf58b6669552536ecd52d2dfe4cf49c6c36648fd83572/langgraph_sdk-0.4.4-py3-none-any.whl", hash = "sha256:39afe416c91742925e6f8a93715f566d499b36e1b636b804a4ffe3190e4f4e64", size = 162270, upload-time = "2026-08-27T21:25:21.072Z" },
+    { url = "https://files.pythonhosted.org/packages/49/a9/71a6499f3481bc00bf4f42a17cb81caf19a02fce762db356626d7214e2c2/langgraph_sdk-0.4.5-py3-none-any.whl", hash = "sha256:e03ef033a20d21288af496e9b6c08ae3afcc1b58dc5abcd37575bfd1a93045de", size = 162304, upload-time = "2026-09-21T14:42:54.623Z" },
 ]
 
 [[package]]
@@ -1827,14 +1827,14 @@ wheels = [
 
 [[package]]
 name = "pytest-mock"
-version = "3.15.1"
+version = "3.16.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "pytest" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/68/14/eb014d26be205d38ad5ad20d9a80f7d201472e08167f0bb4361e251084a9/pytest_mock-3.15.1.tar.gz", hash = "sha256:1849a238f6f396da19762269de72cb1814ab44416fa73a8686deac10b0d87a0f", size = 34036, upload-time = "2025-09-16T16:37:27.081Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7a/7f/6ed29931d5c8cd396e7c0a55412e6cc88020373365c8685985dea53d26d7/pytest_mock-3.16.0.tar.gz", hash = "sha256:5a8395528b8f498205f3718f575228d0edaed7425fff638f87d1a6c3e0383636", size = 35362, upload-time = "2026-09-27T14:57:55.46Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5a/cc/06253936f4a7fa2e0f48dfe6d851d9c56df896a9ab09ac019d70b760619c/pytest_mock-3.15.1-py3-none-any.whl", hash = "sha256:0a25e2eb88fe5168d535041d09a4529a188176ae608a6d249ee65abc0949630d", size = 10095, upload-time = "2025-09-16T16:37:25.734Z" },
+    { url = "https://files.pythonhosted.org/packages/db/5b/b83a9bf1a3b4ec222f9fa083147ff6816245223da0ab92370e7e056f113f/pytest_mock-3.16.0-py3-none-any.whl", hash = "sha256:007cfeb257801d88d9c0b2a7b5a15a15e73b71968dfd72e7bf8c4a2f8393aec8", size = 10016, upload-time = "2026-09-27T14:57:54.283Z" },
 ]
 
 [[package]]
@@ -1863,15 +1863,14 @@ wheels = [
 
 [[package]]
 name = "python-discovery"
-version = "1.2.2"
+version = "1.6.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "filelock" },
-    { name = "platformdirs" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/de/ef/3bae0e537cfe91e8431efcba4434463d2c5a65f5a89edd47c6cf2f03c55f/python_discovery-1.2.2.tar.gz", hash = "sha256:876e9c57139eb757cb5878cbdd9ae5379e5d96266c99ef731119e04fffe533bb", size = 58872, upload-time = "2026-04-07T17:28:49.249Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/0c/57/250bd238b966cece44328235eb85290045d059265fdaf7527a3a958123db/python_discovery-1.6.1.tar.gz", hash = "sha256:cf87d3627dfb4412437fdd5b13eae402607722998d21567993aedbc59b23c15e", size = 84338, upload-time = "2026-09-18T01:31:53.971Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d8/db/795879cc3ddfe338599bddea6388cc5100b088db0a4caf6e6c1af1c27e04/python_discovery-1.2.2-py3-none-any.whl", hash = "sha256:e1ae95d9af875e78f15e19aed0c6137ab1bb49c200f21f5061786490c9585c7a", size = 31894, upload-time = "2026-04-07T17:28:48.09Z" },
+    { url = "https://files.pythonhosted.org/packages/16/7d/e9ffbadfbf89c93848412d04594135c4ae8c1d37d9e053b9c3ed718fabc4/python_discovery-1.6.1-py3-none-any.whl", hash = "sha256:d43fcdef879fe795352bd13ccf8d185ba5a9f86f36cfcd00529f596e737442b3", size = 38664, upload-time = "2026-09-18T01:31:52.448Z" },
 ]
 
 [[package]]
@@ -1998,27 +1997,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.16.5"
+version = "0.16.9"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f3/85/c8e12473c93018f92d19dd988a294202e1c27426c47ec4de53ffb847b8d8/ruff-0.16.5.tar.gz", hash = "sha256:1b88500f9ffbcab3dedb0082c9f9492e91ec3d618aac1236a3e0189938f7040b", size = 4912003, upload-time = "2026-08-27T16:34:18.258Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/96/bf/c935ca98e73fe8ce65b87ef08a280c0c1e85295d569228c15e87d8fdfaf1/ruff-0.16.9.tar.gz", hash = "sha256:12b625c6cfba78d285d9f48eda5f053374f1e53cb10ef17342a383750db99161", size = 4948764, upload-time = "2026-09-24T20:37:49.416Z" }
 wheels = [
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 ]
 
 [[package]]
@@ -2376,7 +2375,7 @@ wheels = [
 
 [[package]]
 name = "virtualenv"
-version = "21.2.4"
+version = "21.7.13"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "distlib" },
@@ -2385,9 +2384,9 @@ dependencies = [
     { name = "python-discovery" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0c/98/3a7e644e19cb26133488caff231be390579860bbbb3da35913c49a1d0a46/virtualenv-21.2.4.tar.gz", hash = "sha256:b294ef68192638004d72524ce7ef303e9d0cf5a44c95ce2e54a7500a6381cada", size = 5850742, upload-time = "2026-04-14T22:15:31.438Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/13/50/c9b84eb106d0db420b9878dac0a386c5791726f127ce20b06897f6e3a1e9/virtualenv-21.7.13.tar.gz", hash = "sha256:0355558b6f33619aab31347e43643b0ebc97f61ea3acf617b2b69e1f8a843d11", size = 5360306, upload-time = "2026-09-18T04:35:49.354Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/27/8d/edd0bd910ff803c308ee9a6b7778621af0d10252219ad9f19ef4d4982a61/virtualenv-21.2.4-py3-none-any.whl", hash = "sha256:29d21e941795206138d0f22f4e45ff7050e5da6c6472299fb7103318763861ac", size = 5831232, upload-time = "2026-04-14T22:15:29.342Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/ce/e74453531b0c49a58d0e8a4f9bab4495705859fee4a4f7de27d58f4a791a/virtualenv-21.7.13-py3-none-any.whl", hash = "sha256:1bea5af7463f59c4719db48fe739579a2a4f569c96f26c086edda85c96da9f59", size = 5328680, upload-time = "2026-09-18T04:35:47.194Z" },
 ]
 
 [[package]]
diff --git a/libs/langgraph/langgraph/_internal/_constants.py b/libs/langgraph/langgraph/_internal/_constants.py
index 58a4e7917..7a369b891 100644
--- a/libs/langgraph/langgraph/_internal/_constants.py
+++ b/libs/langgraph/langgraph/_internal/_constants.py
@@ -23,6 +23,9 @@ RETURN = sys.intern("__return__")
 # for writes of a task where we simply record the return value
 PREVIOUS = sys.intern("__previous__")
 # the implicit branch that handles each node's Control values
+SNAPSHOT_BUMPS = sys.intern("__snapshot_bumps__")
+# `versions_seen` key recording which entries a snapshot-only version bump
+# advanced, and the versions those nodes really read
 
 
 # --- Reserved cache namespaces ---
@@ -116,6 +119,7 @@ RESERVED = {
     ERROR,
     ERROR_SOURCE_NODE,
     NO_WRITES,
+    SNAPSHOT_BUMPS,
     # reserved config.configurable keys
     CONFIG_KEY_SEND,
     CONFIG_KEY_READ,
diff --git a/libs/langgraph/langgraph/graph/message.py b/libs/langgraph/langgraph/graph/message.py
index 64f375ad2..96aade71b 100644
--- a/libs/langgraph/langgraph/graph/message.py
+++ b/libs/langgraph/langgraph/graph/message.py
@@ -235,7 +235,7 @@ def add_messages(
 
     if format == "langchain-openai":
         merged = _format_messages(merged)
-    elif format:
+    elif cast(str | None, format):
         msg = f"Unrecognized {format=}. Expected one of 'langchain-openai', None."
         raise ValueError(msg)
     else:
diff --git a/libs/langgraph/langgraph/pregel/_checkpoint.py b/libs/langgraph/langgraph/pregel/_checkpoint.py
index c336f75a6..42c8f51a0 100644
--- a/libs/langgraph/langgraph/pregel/_checkpoint.py
+++ b/libs/langgraph/langgraph/pregel/_checkpoint.py
@@ -8,13 +8,15 @@ from typing import Any, cast
 from langchain_core.runnables import RunnableConfig
 from langgraph.checkpoint.base import (
     BaseCheckpointSaver,
+    ChannelVersions,
     Checkpoint,
+    PendingWrite,
 )
 from langgraph.checkpoint.base.id import uuid6
 from langgraph.checkpoint.serde.types import _DeltaSnapshot
 
 from langgraph._internal._config import DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT
-from langgraph._internal._constants import PUSH
+from langgraph._internal._constants import NS_END, NS_SEP, PUSH, SNAPSHOT_BUMPS
 from langgraph._internal._typing import MISSING
 from langgraph.channels.base import BaseChannel
 from langgraph.channels.delta import DeltaChannel
@@ -50,17 +52,23 @@ def exit_delta_task_id(step: int, task_id: str) -> str:
 def delta_channels_to_snapshot(
     channels: Mapping[str, BaseChannel],
     counters_since_delta_snapshot: Mapping[str, tuple[int, int]],
+    channel_versions: ChannelVersions,
 ) -> set[str]:
     """Return the set of DeltaChannel names that should snapshot now.
 
     A channel snapshots when EITHER its accumulated update count reaches
     `snapshot_frequency` OR the total supersteps since its last snapshot
-    reaches `DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT`. This is a pure
-    predicate — no mutation.
+    reaches `DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT`. A channel without a version
+    was never written on this branch, so it has nothing to snapshot. This is a
+    pure predicate — no mutation.
     """
     result: set[str] = set()
     for name, ch in channels.items():
-        if not isinstance(ch, DeltaChannel) or not ch.is_available():
+        if (
+            not isinstance(ch, DeltaChannel)
+            or not ch.is_available()
+            or name not in channel_versions
+        ):
             continue
         updates, supersteps = counters_since_delta_snapshot.get(name, (0, 0))
         if (
@@ -80,12 +88,31 @@ def get_updated_channels_from_tasks(
 
 def get_delta_channels_from_all_channels(
     channels: Mapping[str, BaseChannel],
+    channel_versions: ChannelVersions,
 ) -> set[str]:
-    """DeltaChannels to snapshot on the first update_state of a fresh thread."""
+    """DeltaChannels to snapshot on the first update_state of a fresh thread:
+    the ones it wrote, as the rest have no version and nothing to store."""
     return {
         k
         for k, ch in channels.items()
-        if isinstance(ch, DeltaChannel) and ch.is_available()
+        if isinstance(ch, DeltaChannel) and ch.is_available() and k in channel_versions
+    }
+
+
+def delta_channels_with_pending_writes(
+    specs: Mapping[str, Any],
+    pending_writes: Iterable[PendingWrite] | None,
+) -> set[str]:
+    """DeltaChannels a branch starting from this checkpoint must snapshot.
+
+    A checkpoint's pending writes belong to the child that consumed them, and
+    nothing records which child that was. A new branch snapshots every delta
+    channel they touch, so its ancestor walk never replays them.
+    """
+    return {
+        ch
+        for _, ch, _ in pending_writes or ()
+        if isinstance(specs.get(ch), DeltaChannel)
     }
 
 
@@ -122,6 +149,8 @@ def create_checkpoint_plan_for_update_state_api(
     parents: dict[str, Any],
     saved_metadata: Mapping[str, Any] | None,
     is_fresh_thread: bool,
+    fork_channels: set[str],
+    channel_versions: ChannelVersions,
 ) -> tuple[set[str], dict[str, Any]]:
     """Return ``(channels_to_snapshot, metadata)`` for an update_state head."""
     metadata: dict[str, Any] = {
@@ -130,14 +159,19 @@ def create_checkpoint_plan_for_update_state_api(
         "parents": parents,
     }
     if is_fresh_thread:
-        return get_delta_channels_from_all_channels(channels), metadata
+        return get_delta_channels_from_all_channels(
+            channels, channel_versions
+        ), metadata
 
     new_counters = create_metadata_for_update_state_api(
         channels,
         updated_channels,
         prev_metadata=saved_metadata,
     )
-    channels_to_snapshot = delta_channels_to_snapshot(channels, new_counters)
+    channels_to_snapshot = (
+        delta_channels_to_snapshot(channels, new_counters, channel_versions)
+        | fork_channels
+    )
     for k in channels_to_snapshot:
         new_counters[k] = (0, 0)
     non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
@@ -155,6 +189,7 @@ def create_checkpoint(
     updated_channels: set[str] | None = None,
     get_next_version: GetNextVersion | None = None,
     channels_to_snapshot: set[str] | None = None,
+    stored_versions: ChannelVersions | None = None,
 ) -> Checkpoint:
     """Build a new Checkpoint from the previous one and live channel state.
 
@@ -164,9 +199,14 @@ def create_checkpoint(
     from `checkpoint_writes`. Callers compute the set via
     `delta_channels_to_snapshot(channels, counters)`; defaults to empty
     (no snapshots) when not provided.
+
+    `stored_versions` are the channel versions of the last checkpoint the
+    saver stored. A snapshotted channel whose version has not moved since
+    then is bumped.
     """
     ts = datetime.now(timezone.utc).isoformat()
     channels_to_snapshot = channels_to_snapshot or set()
+    bumped: dict[str, tuple[Any, Any]] = {}
     if channels is None:
         values = checkpoint["channel_values"]
         channel_versions = checkpoint["channel_versions"]
@@ -174,30 +214,29 @@ def create_checkpoint(
         values = {}
         channel_versions = dict(checkpoint["channel_versions"])
         for k in channels:
-            if k not in channel_versions:
-                continue
             ch = channels[k]
+            if k not in channel_versions:
+                # A forced snapshot of a never-written channel still has to
+                # land to stop the ancestor walk, and `put` only stores blobs
+                # for versioned channels.
+                if k in channels_to_snapshot and get_next_version is not None:
+                    channel_versions[k] = get_next_version(None, None)
+                    bumped[k] = (None, channel_versions[k])
+                    values[k] = _DeltaSnapshot(ch.get())
+                continue
             if k in channels_to_snapshot:
-                # Callers force a full snapshot blob here: exit mode when a
-                # delta channel reaches its snapshot cadence, and update_state
-                # on a fresh thread (no ancestor to replay writes from). The
-                # manual version-bump below only applies to the exit-mode case.
-                #
-                # In exit mode, the snapshot decision is deferred to exit
-                # time (intermediate steps have do_checkpoint=False). The
-                # channel's count may have reached snapshot_frequency over
-                # several supersteps, but the LAST superstep may not have
-                # written to this channel. In that case apply_writes()
-                # (in _algo.py) didn't bump this channel's version, so
-                # saver.put() wouldn't include it in new_versions and
-                # the snapshot blob would be silently dropped. The manual
-                # bump below closes the gap. In sync/async durability this
-                # branch is effectively dead code (the step that pushes
-                # the count to freq always writes the channel).
-                if get_next_version is not None and (
-                    updated_channels is None or k not in updated_channels
+                # `put` only stores a blob for a channel whose version moved,
+                # so snapshotting a channel this step did not write needs a
+                # bump: exit mode reaching the cadence on a superstep that
+                # skipped the channel, and a fork's first checkpoint.
+                if (
+                    get_next_version is not None
+                    and stored_versions is not None
+                    and channel_versions[k] == stored_versions.get(k)
                 ):
-                    channel_versions[k] = get_next_version(channel_versions[k], None)
+                    old = channel_versions[k]
+                    channel_versions[k] = get_next_version(old, None)
+                    bumped[k] = (old, channel_versions[k])
                 values[k] = _DeltaSnapshot(ch.get())
             else:
                 v = ch.checkpoint()
@@ -209,11 +248,69 @@ def create_checkpoint(
         id=id or str(uuid6(clock_seq=step)),
         channel_values=values,
         channel_versions=channel_versions,
-        versions_seen=checkpoint["versions_seen"],
+        versions_seen=_mark_bumps_seen(checkpoint["versions_seen"], bumped),
         updated_channels=None if updated_channels is None else sorted(updated_channels),
     )
 
 
+def _mark_bumps_seen(
+    versions_seen: dict[str, ChannelVersions],
+    bumped: Mapping[str, tuple[Any, Any]],
+) -> dict[str, ChannelVersions]:
+    """Advance whoever had seen a bumped channel's old version to the new one.
+
+    A bump that only stores a snapshot is not a write. Left unseen, it would
+    re-fire `interrupt_before` and rerun the channel's subscribers. For each
+    entry it advances, `SNAPSHOT_BUMPS` keeps the new version and the one the
+    node really read, so `versions_seen_without_bumps` can put the read back.
+    """
+    if not bumped:
+        return versions_seen
+    out = dict(versions_seen)
+    marks = dict(versions_seen.get(SNAPSHOT_BUMPS, {}))
+    for node, seen in versions_seen.items():
+        if node == SNAPSHOT_BUMPS:
+            continue
+        for k, (old, new) in bumped.items():
+            if seen.get(k) != old:
+                continue
+            advanced, read = _bump_keys(node, k)
+            # If an earlier bump set `old`, the real read is already recorded.
+            if old is not None and marks.get(advanced) != old:
+                marks[read] = old
+            marks[advanced] = new
+            out[node] = {**out[node], k: new}
+    if marks:
+        out[SNAPSHOT_BUMPS] = marks
+    return out
+
+
+def _bump_keys(node: str, channel: str) -> tuple[str, str]:
+    # Node names can't contain either separator, so the keys can't collide.
+    return f"{node}{NS_SEP}{channel}", f"{node}{NS_END}{channel}"
+
+
+def versions_seen_without_bumps(
+    versions_seen: dict[str, ChannelVersions],
+) -> dict[str, ChannelVersions]:
+    """`versions_seen` as the nodes read it: an entry a bump advanced goes back
+    to the version the node really read, or away if it never read one."""
+    if not (marks := versions_seen.get(SNAPSHOT_BUMPS)):
+        return versions_seen
+    out: dict[str, ChannelVersions] = {}
+    for node, seen in versions_seen.items():
+        if node == SNAPSHOT_BUMPS:
+            continue
+        out[node] = {}
+        for k, v in seen.items():
+            advanced, read = _bump_keys(node, k)
+            if marks.get(advanced) != v:
+                out[node][k] = v
+            elif read in marks:
+                out[node][k] = marks[read]
+    return out
+
+
 def _needs_replay(spec: BaseChannel, stored: object) -> bool:
     """True if `spec` is a `DeltaChannel` and no value is stored at this
     checkpoint, requiring an ancestor walk to reconstruct.
@@ -226,6 +323,20 @@ def _needs_replay(spec: BaseChannel, stored: object) -> bool:
     return stored is MISSING
 
 
+def _require_saver_for_history(
+    checkpoint: Checkpoint,
+    delta_channels: list[str],
+    saver: BaseCheckpointSaver | None,
+    config: RunnableConfig | None,
+) -> None:
+    written = [k for k in delta_channels if k in checkpoint["channel_versions"]]
+    if written and (saver is None or config is None):
+        raise ValueError(
+            f"DeltaChannel {written} has history to replay but no checkpointer "
+            "or config was passed to read it"
+        )
+
+
 def channels_from_checkpoint(
     specs: Mapping[str, BaseChannel | ManagedValueSpec],
     checkpoint: Checkpoint,
@@ -256,6 +367,7 @@ def channels_from_checkpoint(
         for k, spec in channel_specs.items()
         if _needs_replay(spec, checkpoint["channel_values"].get(k, MISSING))
     ]
+    _require_saver_for_history(checkpoint, delta_channels, saver, config)
     histories: Mapping[str, Any] = {}
     if delta_channels and saver is not None and config is not None:
         histories = saver.get_delta_channel_history(
@@ -298,6 +410,7 @@ async def achannels_from_checkpoint(
         for k, spec in channel_specs.items()
         if _needs_replay(spec, checkpoint["channel_values"].get(k, MISSING))
     ]
+    _require_saver_for_history(checkpoint, delta_channels, saver, config)
     histories: Mapping[str, Any] = {}
     if delta_channels and saver is not None and config is not None:
         histories = await saver.aget_delta_channel_history(
diff --git a/libs/langgraph/langgraph/pregel/_loop.py b/libs/langgraph/langgraph/pregel/_loop.py
index 371037768..a079fa4b0 100644
--- a/libs/langgraph/langgraph/pregel/_loop.py
+++ b/libs/langgraph/langgraph/pregel/_loop.py
@@ -102,6 +102,7 @@ from langgraph.pregel._checkpoint import (
     copy_checkpoint,
     create_checkpoint,
     delta_channels_to_snapshot,
+    delta_channels_with_pending_writes,
     empty_checkpoint,
     exit_delta_task_id,
 )
@@ -119,6 +120,7 @@ from langgraph.pregel._io import (
 )
 from langgraph.pregel._messages import ensure_message_ids
 from langgraph.pregel._read import PregelNode
+from langgraph.pregel._task_status import read_task_statuses
 from langgraph.pregel._utils import get_new_channel_versions, is_xxh3_128_hexdigest
 from langgraph.pregel.debug import (
     map_debug_checkpoint,
@@ -222,10 +224,18 @@ class PregelLoop:
     # under the saver's `ORDER BY task_id, idx` sorting.
     _exit_delta_writes: list[tuple[int, str, str, Any]] | None = None
 
-    # Delta channels that saw an Overwrite since the last checkpoint. These
-    # channels must snapshot after live update applies overwrite semantics so
-    # sparse replay starts from the same post-overwrite value.
-    _delta_channels_with_overwrite: set[str]
+    # Delta channels that must snapshot at the next checkpoint, whatever their
+    # cadence counters say:
+    # * an Overwrite arrived since the last checkpoint, so sparse replay has to
+    #   start from the post-overwrite value;
+    # * the checkpoint this run starts from has pending writes to them; see
+    #   `delta_channels_with_pending_writes`.
+    _delta_channels_forced_snapshot: set[str]
+    # Set by `_first` for a resume: the writes it loaded with the checkpoint,
+    # which `after_tick` checks against the ones reapply handed back.
+    _resume_loaded_writes: Sequence[PendingWrite] = ()
+    # Tasks `_reapply_writes_to_succeeded_nodes` handed loaded writes back to.
+    _reapplied_task_ids: set[str]
 
     # The checkpoint_config that points at the parent loaded at `__enter__`
     # (or the synthetic-empty checkpoint, on first run). We capture it
@@ -581,7 +591,7 @@ class PregelLoop:
             # save the new task
             self.tasks[pushed.id] = pushed
             # match any pending writes to the new task
-            if not self.is_replaying:
+            if self._reapplies_pending_writes:
                 self._reapply_writes_to_succeeded_nodes({pushed.id: pushed})
             # return the new task, to be started if not run before
             return pushed
@@ -659,7 +669,7 @@ class PregelLoop:
             return False
 
         # if there are pending writes from a previous loop, apply them
-        if not self.is_replaying and self.checkpoint_pending_writes:
+        if self._reapplies_pending_writes and self.checkpoint_pending_writes:
             self._reapply_writes_to_succeeded_nodes(self.tasks)
             self._resume_error_handlers_if_applicable()
 
@@ -683,11 +693,26 @@ class PregelLoop:
     def after_tick(self) -> None:
         # finish superstep
         writes = [w for t in self.tasks.values() for w in t.writes]
-        self._delta_channels_with_overwrite.update(
+        self._delta_channels_forced_snapshot.update(
             ch
             for ch, v in writes
             if isinstance(self.specs.get(ch), DeltaChannel) and _get_overwrite(v)[0]
         )
+        if self._resume_loaded_writes:
+            # A loaded write reapply didn't hand back belongs to a task this run
+            # drops or reruns: a `Send` that `Command(goto=...)` replaced, or an
+            # error handler that runs again.
+            self._delta_channels_forced_snapshot.update(
+                delta_channels_with_pending_writes(
+                    self.specs,
+                    [
+                        w
+                        for w in self._resume_loaded_writes
+                        if w[0] not in self._reapplied_task_ids
+                    ],
+                )
+            )
+            self._resume_loaded_writes = ()
         # all tasks have finished
         self.updated_channels = apply_writes(
             self.checkpoint,
@@ -733,20 +758,24 @@ class PregelLoop:
 
     # private
 
+    @property
+    def _reapplies_pending_writes(self) -> bool:
+        """Whether the writes loaded with the checkpoint go back to the tasks
+        that made them, instead of those tasks rerunning."""
+        return not self.is_replaying
+
     def _reapply_writes_to_succeeded_nodes(
         self, tasks: Mapping[str, PregelExecutableTask]
     ) -> None:
-        """Restore successful channel writes from checkpoint to in-memory tasks.
+        """Restore the output of finished tasks from checkpoint to in-memory tasks.
 
-        Skips control signals (ERROR, ERROR_SOURCE_NODE, INTERRUPT, RESUME)
-        so that failed/interrupted tasks remain with empty writes and will be
-        re-executed (or routed to error handlers) by the runner.
+        Unfinished (failed or interrupted) tasks keep empty writes, so the
+        runner re-executes them or routes them to error handlers.
         """
-        for tid, k, v in self.checkpoint_pending_writes:
-            if k in (ERROR, ERROR_SOURCE_NODE, INTERRUPT, RESUME):
-                continue
+        for tid, status in read_task_statuses(self.checkpoint_pending_writes).items():
             if task := tasks.get(tid):
-                task.writes.append((k, v))
+                task.writes.extend(status.output)
+                self._reapplied_task_ids.add(tid)
 
     def _resume_error_handlers_if_applicable(self) -> None:
         """On resume, schedule error handlers for tasks that failed in a prior run.
@@ -816,35 +845,13 @@ class PregelLoop:
                 self.tasks[handler_task.id] = handler_task
 
     def _pending_interrupts(self) -> set[str]:
-        """Return the set of interrupt ids that are pending without corresponding resume values."""
-        # mapping of task ids to interrupt ids
-        pending_interrupts: dict[str, str] = {}
-
-        # set of resume task ids
-        pending_resumes: set[str] = set()
-
-        for task_id, write_type, value in self.checkpoint_pending_writes:
-            if write_type == INTERRUPT:
-                # interrupts is always a list, but there should only be one element
-                pending_interrupts[task_id] = value[0].id
-            elif write_type == RESUME:
-                pending_resumes.add(task_id)
-
-        resumed_interrupt_ids = {
-            pending_interrupts[task_id]
-            for task_id in pending_resumes
-            if task_id in pending_interrupts
+        """Return the ids of interrupts that are still waiting for an answer."""
+        return {
+            interrupt.id
+            for status in read_task_statuses(self.checkpoint_pending_writes).values()
+            for interrupt in status.pending_interrupts
         }
 
-        # Keep only interrupts whose interrupt_id is not resumed
-        hanging_interrupts: set[str] = {
-            interrupt_id
-            for interrupt_id in pending_interrupts.values()
-            if interrupt_id not in resumed_interrupt_ids
-        }
-
-        return hanging_interrupts
-
     def _first(
         self, *, input_keys: str | Sequence[str], updated_channels: set[str] | None
     ) -> set[str] | None:
@@ -898,6 +905,23 @@ class PregelLoop:
             self.checkpoint_pending_writes = [
                 w for w in self.checkpoint_pending_writes if w[1] != RESUME
             ]
+        # A resume that reapplies the head's pending writes only learns which
+        # of them go back to their tasks once those are scheduled, so
+        # `after_tick` seals the rest. Kept apart from the writes this run adds.
+        reapplies = is_resuming and self._reapplies_pending_writes
+        self._resume_loaded_writes = (
+            [w for w in self.checkpoint_pending_writes if w[0] != NULL_TASK_ID]
+            if reapplies
+            else ()
+        )
+        self._reapplied_task_ids = set()
+        self._delta_channels_forced_snapshot = (
+            set()
+            if reapplies
+            else delta_channels_with_pending_writes(
+                self.specs, self.checkpoint_pending_writes
+            )
+        )
 
         # map command to writes
         if input_is_command:
@@ -991,7 +1015,7 @@ class PregelLoop:
                 manager=None,
                 updated_channels=updated_channels,
             )
-            self._delta_channels_with_overwrite.update(
+            self._delta_channels_forced_snapshot.update(
                 c
                 for c, v in input_writes
                 if isinstance(self.specs.get(c), DeltaChannel) and _get_overwrite(v)[0]
@@ -1135,8 +1159,10 @@ class PregelLoop:
         )
         # create new checkpoint
         channels_to_snapshot = (
-            delta_channels_to_snapshot(self.channels, new_counters)
-            | self._delta_channels_with_overwrite
+            delta_channels_to_snapshot(
+                self.channels, new_counters, self.checkpoint["channel_versions"]
+            )
+            | self._delta_channels_forced_snapshot
             if do_checkpoint
             else set()
         )
@@ -1150,11 +1176,12 @@ class PregelLoop:
             if do_checkpoint
             else None,
             channels_to_snapshot=channels_to_snapshot,
+            stored_versions=self.checkpoint_previous_versions,
         )
         for k in channels_to_snapshot:
             new_counters[k] = (0, 0)
         if do_checkpoint:
-            self._delta_channels_with_overwrite.difference_update(channels_to_snapshot)
+            self._delta_channels_forced_snapshot.difference_update(channels_to_snapshot)
         non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
         if non_zero:
             self.checkpoint_metadata["counters_since_delta_snapshot"] = non_zero
@@ -1238,8 +1265,10 @@ class PregelLoop:
             self.checkpoint_metadata.get("counters_since_delta_snapshot") or {}
         )
         channels_to_snapshot = (
-            delta_channels_to_snapshot(self.channels, counters)
-            | self._delta_channels_with_overwrite
+            delta_channels_to_snapshot(
+                self.channels, counters, self.checkpoint["channel_versions"]
+            )
+            | self._delta_channels_forced_snapshot
         )
 
         pending = [
@@ -1600,7 +1629,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
         if handler_task is None:
             return None
         self.tasks[handler_task.id] = handler_task
-        if not self.is_replaying:
+        if self._reapplies_pending_writes:
             self._reapply_writes_to_succeeded_nodes({handler_task.id: handler_task})
         for task in self.match_cached_writes():
             self.output_writes(task.id, task.writes, cached=True)
@@ -1684,7 +1713,6 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
         )
         self._delta_write_futs = []
         self._error_handler_write_futs = []
-        self._delta_channels_with_overwrite = set()
         self._exit_delta_writes = (
             [] if self.durability == "exit" and self.checkpointer is not None else None
         )
@@ -1855,7 +1883,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
         if handler_task is None:
             return None
         self.tasks[handler_task.id] = handler_task
-        if not self.is_replaying:
+        if self._reapplies_pending_writes:
             self._reapply_writes_to_succeeded_nodes({handler_task.id: handler_task})
         for task in await self.amatch_cached_writes():
             self.output_writes(task.id, task.writes, cached=True)
@@ -1942,7 +1970,6 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
         )
         self._delta_write_futs = []
         self._error_handler_write_futs = []
-        self._delta_channels_with_overwrite = set()
         self._exit_delta_writes = (
             [] if self.durability == "exit" and self.checkpointer is not None else None
         )
diff --git a/libs/langgraph/langgraph/pregel/_runner.py b/libs/langgraph/langgraph/pregel/_runner.py
index 4d53b9f9d..5e283716f 100644
--- a/libs/langgraph/langgraph/pregel/_runner.py
+++ b/libs/langgraph/langgraph/pregel/_runner.py
@@ -45,6 +45,7 @@ from langgraph.errors import GraphBubbleUp, GraphInterrupt
 from langgraph.pregel._algo import Call
 from langgraph.pregel._executor import Submit
 from langgraph.pregel._retry import arun_with_retry, run_with_retry
+from langgraph.pregel._task_status import CONTROL_WRITES
 from langgraph.types import (
     CachePolicy,
     PregelExecutableTask,
@@ -606,8 +607,9 @@ class PregelRunner:
                 task.config is None or TAG_HIDDEN not in task.config.get("tags", [])
             ):
                 self.node_finished(task.name)
-            if not task.writes:
-                # add no writes marker
+            if all(chan in CONTROL_WRITES for chan, _ in task.writes):
+                # record that the task finished, even if it produced no output
+                # (see `langgraph.pregel._task_status`)
                 task.writes.append((NO_WRITES, None))
             # save task writes to checkpointer
             self.put_writes()(task.id, task.writes)  # type: ignore[misc]
diff --git a/libs/langgraph/langgraph/pregel/_task_status.py b/libs/langgraph/langgraph/pregel/_task_status.py
new file mode 100644
index 000000000..44b79ce8e
--- /dev/null
+++ b/libs/langgraph/langgraph/pregel/_task_status.py
@@ -0,0 +1,129 @@
+"""Read the status of each task from the writes recorded for a superstep.
+
+While a superstep is open, the checkpointer keeps a log of writes for each
+task in that step. Entries are added as tasks run and are only discarded when
+the whole superstep finishes and a new checkpoint is saved. When a task runs
+again, for example after being resumed, its earlier entries stay in the log.
+
+This module is the single place that turns that log into task status. Code that
+needs to know whether a task finished, which interrupts it raised, which of them
+are still waiting for an answer, or which output it produced must use
+`read_task_statuses` instead of inspecting the writes directly.
+
+The log uses two kinds of writes:
+
+- Control writes describe what happened to a task: `INTERRUPT` (the task asked
+  a question), `RESUME` (answers the task has received), `ERROR`, and
+  `ERROR_SOURCE_NODE`. `INTERRUPT`, `RESUME` and `ERROR` each have a fixed slot
+  per task (`WRITES_IDX_MAP`), so a newer write of the same kind can replace an
+  older one.
+- Every other write is output: channel writes, `RETURN` for functional tasks,
+  and the `NO_WRITES` marker.
+
+The rules are:
+
+1. When a task that ran finishes successfully, `PregelRunner.commit` records at
+   least one output write, adding `NO_WRITES` if the task produced no other
+   output.
+2. A task that pauses at an interrupt records only control writes.
+3. A task is therefore treated as finished if and only if it has an output
+   write.
+4. Because `INTERRUPT` is stored in a fixed slot, its recorded value is the most
+   recent question the task asked. That question is waiting for an answer only
+   while the task is unfinished.
+
+A `RESUME` write never means a task is finished: it can hold the answer to an
+earlier question while the task waits on a later one.
+
+What these rules cannot see:
+
+- A task whose result came from the cache does not go through
+  `PregelRunner.commit`, so nothing is recorded for it. It reads as not
+  finished.
+- A task that fails can record partial output writes along with its error. It
+  reads as finished, which is how the executor has always treated it.
+- Writes recorded before rule 1 existed may describe a finished task with no
+  output using only control writes. Those tasks read as unfinished. The
+  executor treated them the same way before and runs them again. Their last
+  interrupt now counts as pending, so they appear in `next` and a resume
+  without an interrupt id raises if another interrupt is also pending.
+"""
+
+from __future__ import annotations
+
+from collections.abc import Iterable, Sequence
+from dataclasses import dataclass
+from typing import Any
+
+from langgraph.checkpoint.base import PendingWrite
+
+from langgraph._internal._constants import (
+    ERROR,
+    ERROR_SOURCE_NODE,
+    INTERRUPT,
+    NULL_TASK_ID,
+    RESUME,
+)
+from langgraph.types import Interrupt
+
+__all__ = ("CONTROL_WRITES", "TaskStatus", "read_task_statuses")
+
+CONTROL_WRITES = frozenset((ERROR, ERROR_SOURCE_NODE, INTERRUPT, RESUME))
+"""Channels that describe what happened to a task rather than what it produced."""
+
+
+@dataclass(frozen=True, slots=True)
+class TaskStatus:
+    """The status of one task, read from the writes recorded for its superstep."""
+
+    output: tuple[tuple[str, Any], ...] = ()
+    """Output writes in recorded order. Empty if the task has not finished."""
+
+    interrupts: tuple[Interrupt, ...] = ()
+    """The most recent interrupts the task raised, whether or not they were answered."""
+
+    error: BaseException | None = None
+    """The recorded error, if any."""
+
+    @property
+    def finished(self) -> bool:
+        """Whether the task ran to completion."""
+        return bool(self.output)
+
+    @property
+    def pending_interrupts(self) -> tuple[Interrupt, ...]:
+        """Interrupts waiting for an answer. Always empty for a finished task."""
+        return () if self.finished else self.interrupts
+
+
+def read_task_statuses(
+    pending_writes: Iterable[PendingWrite],
+) -> dict[str, TaskStatus]:
+    """Return the status of every task that has recorded writes, keyed by task id.
+
+    Writes from `NULL_TASK_ID` are input to the superstep, not task activity, so
+    they are not included.
+    """
+    output: dict[str, list[tuple[str, Any]]] = {}
+    interrupts: dict[str, list[Interrupt]] = {}
+    errors: dict[str, BaseException] = {}
+    for task_id, channel, value in pending_writes:
+        if task_id == NULL_TASK_ID:
+            continue
+        output.setdefault(task_id, [])
+        if channel == INTERRUPT:
+            interrupts.setdefault(task_id, []).extend(
+                value if isinstance(value, Sequence) else [value]
+            )
+        elif channel == ERROR:
+            errors.setdefault(task_id, value)
+        elif channel not in CONTROL_WRITES:
+            output[task_id].append((channel, value))
+    return {
+        task_id: TaskStatus(
+            output=tuple(task_output),
+            interrupts=tuple(interrupts.get(task_id, ())),
+            error=errors.get(task_id),
+        )
+        for task_id, task_output in output.items()
+    }
diff --git a/libs/langgraph/langgraph/pregel/debug.py b/libs/langgraph/langgraph/pregel/debug.py
index b3ef5a874..46f92eb5b 100644
--- a/libs/langgraph/langgraph/pregel/debug.py
+++ b/libs/langgraph/langgraph/pregel/debug.py
@@ -26,6 +26,7 @@ from langgraph._internal._typing import MISSING
 from langgraph.channels.base import BaseChannel
 from langgraph.constants import TAG_HIDDEN
 from langgraph.pregel._io import read_channels
+from langgraph.pregel._task_status import TaskStatus, read_task_statuses
 from langgraph.types import (
     CheckpointPayload,
     PregelExecutableTask,
@@ -37,6 +38,8 @@ from langgraph.types import (
 
 TASK_NAMESPACE = UUID("6ba7b831-9dad-11d1-80b4-00c04fd430c8")
 
+_NOT_STARTED = TaskStatus()
+
 
 def map_debug_tasks(tasks: Iterable[PregelExecutableTask]) -> Iterator[TaskPayload]:
     """Produce "task" events for stream_mode=debug."""
@@ -211,35 +214,21 @@ def tasks_w_writes(
     pending_writes: list[PendingWrite] | None,
     states: dict[str, RunnableConfig | StateSnapshot] | None,
     output_keys: str | Sequence[str],
+    *,
+    live: bool = False,
 ) -> tuple[PregelTask, ...]:
-    """Apply writes / subgraph states to tasks to be returned in a StateSnapshot."""
-    pending_writes = pending_writes or []
+    """Apply writes / subgraph states to tasks to be returned in a StateSnapshot.
+
+    With `live=True`, tasks report only the interrupts still waiting for an
+    answer, as of the most recent writes. Otherwise tasks report the interrupts
+    they raised in the step, including answered ones, as a record of the step.
+    """
+    statuses = read_task_statuses(pending_writes or [])
     out: list[PregelTask] = []
     for task in tasks:
-        rtn = next(
-            (
-                val
-                for tid, chan, val in pending_writes
-                if tid == task.id and chan == RETURN
-            ),
-            MISSING,
-        )
-        task_error = next(
-            (exc for tid, n, exc in pending_writes if tid == task.id and n == ERROR),
-            None,
-        )
-        task_interrupts = tuple(
-            v
-            for tid, n, vv in pending_writes
-            if tid == task.id and n == INTERRUPT
-            for v in (vv if isinstance(vv, Sequence) else [vv])
-        )
-
-        task_writes = [
-            (chan, val)
-            for tid, chan, val in pending_writes
-            if tid == task.id and chan not in (ERROR, INTERRUPT, RETURN)
-        ]
+        status = statuses.get(task.id, _NOT_STARTED)
+        rtn = next((val for chan, val in status.output if chan == RETURN), MISSING)
+        task_writes = [(chan, val) for chan, val in status.output if chan != RETURN]
 
         if rtn is not MISSING:
             task_result = rtn
@@ -261,19 +250,15 @@ def tasks_w_writes(
             mapped_writes = map_task_result_writes(filtered_writes)
             task_result = mapped_writes if filtered_writes else {}
 
-        has_writes = rtn is not MISSING or any(
-            w[0] == task.id and w[1] not in (ERROR, INTERRUPT) for w in pending_writes
-        )
-
         out.append(
             PregelTask(
                 task.id,
                 task.name,
                 task.path,
-                task_error,
-                task_interrupts,
+                status.error,
+                status.pending_interrupts if live else status.interrupts,
                 states.get(task.id) if states else None,
-                task_result if has_writes else None,
+                task_result if status.finished else None,
             )
         )
     return tuple(out)
diff --git a/libs/langgraph/langgraph/pregel/main.py b/libs/langgraph/langgraph/pregel/main.py
index f4ca48024..ffb828cbc 100644
--- a/libs/langgraph/langgraph/pregel/main.py
+++ b/libs/langgraph/langgraph/pregel/main.py
@@ -46,6 +46,7 @@ from langchain_core.runnables.schema import StreamEvent
 from langgraph.cache.base import BaseCache
 from langgraph.checkpoint.base import (
     BaseCheckpointSaver,
+    ChannelVersions,
     Checkpoint,
     CheckpointTuple,
 )
@@ -79,7 +80,6 @@ from langgraph._internal._constants import (
     CONFIG_KEY_STREAM_MESSAGES_V2,
     CONFIG_KEY_TASK_ID,
     CONFIG_KEY_THREAD_ID,
-    ERROR,
     INPUT,
     INTERRUPT,
     NS_END,
@@ -133,8 +133,10 @@ from langgraph.pregel._checkpoint import (
     copy_checkpoint,
     create_checkpoint,
     create_checkpoint_plan_for_update_state_api,
+    delta_channels_with_pending_writes,
     empty_checkpoint,
     get_updated_channels_from_tasks,
+    versions_seen_without_bumps,
 )
 from langgraph.pregel._draw import draw_graph
 from langgraph.pregel._io import map_input, read_channels
@@ -149,6 +151,7 @@ from langgraph.pregel._messages import (
 from langgraph.pregel._read import DEFAULT_BOUND, PregelNode
 from langgraph.pregel._retry import RetryPolicy
 from langgraph.pregel._runner import PregelRunner
+from langgraph.pregel._task_status import read_task_statuses
 from langgraph.pregel._tools import StreamToolCallHandler
 from langgraph.pregel._utils import (
     get_new_channel_versions,
@@ -835,6 +838,64 @@ class Pregel(
         if auto_validate:
             self.validate()
 
+    def _resolve_checkpointer(
+        self, config: RunnableConfig
+    ) -> BaseCheckpointSaver | None:
+        """The saver runs and state methods use: none for `checkpointer=False`,
+        else the one a parent lends a subgraph through the config, else this
+        graph's own."""
+        if self.checkpointer is False:
+            return None
+        conf = config.get(CONF, {})
+        if CONFIG_KEY_CHECKPOINTER in conf:
+            checkpointer = conf[CONFIG_KEY_CHECKPOINTER]
+        elif self.checkpointer is True:
+            raise RuntimeError("checkpointer=True cannot be used for root graphs.")
+        else:
+            checkpointer = self.checkpointer
+        if isinstance(checkpointer, BaseCheckpointSaver):
+            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
+        return checkpointer
+
+    def _state_checkpointer(self, config: RunnableConfig) -> BaseCheckpointSaver:
+        checkpointer = self._resolve_checkpointer(ensure_config(config))
+        if not isinstance(checkpointer, BaseCheckpointSaver):
+            raise ValueError("No checkpointer set")
+        return checkpointer
+
+    def _own_checkpoint_config(self, config: RunnableConfig) -> RunnableConfig:
+        """A `checkpointer=True` subgraph keeps one history per thread, stored
+        under its namespace with the task ids removed."""
+        if self.checkpointer is not True:
+            return config
+        ns = config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
+        # Unlike `recast_checkpoint_ns`, keep the numeric parts: a task that
+        # calls the same subgraph again stores that call's history under one.
+        return patch_configurable(
+            config,
+            {
+                CONFIG_KEY_CHECKPOINT_NS: NS_SEP.join(
+                    part.split(NS_END)[0] for part in ns.split(NS_SEP)
+                )
+            },
+        )
+
+    def _subgraph_for_namespace(
+        self, config: RunnableConfig, checkpointer: BaseCheckpointSaver
+    ) -> tuple[PregelProtocol, RunnableConfig] | None:
+        """The subgraph a state method's namespaced config addresses, and the
+        config to call it with, lending it `checkpointer`. `None` when the
+        config is for this graph."""
+        checkpoint_ns = config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
+        if not checkpoint_ns or CONFIG_KEY_CHECKPOINTER in config[CONF]:
+            return None
+        recast = recast_checkpoint_ns(checkpoint_ns)
+        for _, pregel in self.get_subgraphs(namespace=recast, recurse=True):
+            return pregel, patch_configurable(
+                config, {CONFIG_KEY_CHECKPOINTER: checkpointer}
+            )
+        raise ValueError(f"Subgraph {recast} not found")
+
     def _apply_checkpointer_allowlist(
         self, checkpointer: BaseCheckpointSaver | None
     ) -> BaseCheckpointSaver | None:
@@ -1146,9 +1207,19 @@ class Pregel(
         self,
         config: RunnableConfig,
         saved: CheckpointTuple | None,
-        recurse: BaseCheckpointSaver | None = None,
-        apply_pending_writes: bool = False,
+        *,
+        saver: BaseCheckpointSaver,
+        recurse: bool = False,
+        live: bool = False,
     ) -> StateSnapshot:
+        """Build a `StateSnapshot` from a saved checkpoint and its pending writes.
+
+        With `live=True` the snapshot shows current status: values include the
+        output of tasks that already finished, `next` lists only tasks that still
+        need to run, and `interrupts` lists only questions still waiting for an
+        answer. Otherwise the snapshot is a record of the step: values as of the
+        start of the step, every task in the step, and the interrupts they raised.
+        """
         if not saved:
             return StateSnapshot(
                 values={},
@@ -1169,9 +1240,7 @@ class Pregel(
         channels, managed = channels_from_checkpoint(
             self.channels,
             saved.checkpoint,
-            saver=self.checkpointer
-            if isinstance(self.checkpointer, BaseCheckpointSaver)
-            else None,
+            saver=saver,
             config=saved.config,
         )
         # tasks for this checkpoint
@@ -1186,11 +1255,7 @@ class Pregel(
             stop,
             for_execution=True,
             store=self.store,
-            checkpointer=(
-                self.checkpointer
-                if isinstance(self.checkpointer, BaseCheckpointSaver)
-                else None
-            ),
+            checkpointer=saver,
             manager=None,
         )
         # get the subgraphs
@@ -1217,7 +1282,7 @@ class Pregel(
                 # get the state of the subgraph
                 config = {
                     CONF: {
-                        CONFIG_KEY_CHECKPOINTER: recurse,
+                        CONFIG_KEY_CHECKPOINTER: saver,
                         "thread_id": saved.config[CONF]["thread_id"],
                         CONFIG_KEY_CHECKPOINT_NS: task_ns,
                     }
@@ -1236,13 +1301,10 @@ class Pregel(
                 None,
                 self.trigger_to_nodes,
             )
-        if apply_pending_writes and saved.pending_writes:
-            for tid, k, v in saved.pending_writes:
-                if k in (ERROR, INTERRUPT):
-                    continue
-                if tid not in next_tasks:
-                    continue
-                next_tasks[tid].writes.append((k, v))
+        if live and saved.pending_writes:
+            for tid, status in read_task_statuses(saved.pending_writes).items():
+                if tid in next_tasks:
+                    next_tasks[tid].writes.extend(status.output)
             if tasks := [t for t in next_tasks.values() if t.writes]:
                 apply_writes(
                     saved.checkpoint, channels, tasks, None, self.trigger_to_nodes
@@ -1252,6 +1314,7 @@ class Pregel(
             saved.pending_writes,
             task_states,
             self.stream_channels_asis,
+            live=live,
         )
         # assemble the state snapshot
         return StateSnapshot(
@@ -1269,9 +1332,19 @@ class Pregel(
         self,
         config: RunnableConfig,
         saved: CheckpointTuple | None,
-        recurse: BaseCheckpointSaver | None = None,
-        apply_pending_writes: bool = False,
+        *,
+        saver: BaseCheckpointSaver,
+        recurse: bool = False,
+        live: bool = False,
     ) -> StateSnapshot:
+        """Build a `StateSnapshot` from a saved checkpoint and its pending writes.
+
+        With `live=True` the snapshot shows current status: values include the
+        output of tasks that already finished, `next` lists only tasks that still
+        need to run, and `interrupts` lists only questions still waiting for an
+        answer. Otherwise the snapshot is a record of the step: values as of the
+        start of the step, every task in the step, and the interrupts they raised.
+        """
         if not saved:
             return StateSnapshot(
                 values={},
@@ -1292,9 +1365,7 @@ class Pregel(
         channels, managed = await achannels_from_checkpoint(
             self.channels,
             saved.checkpoint,
-            saver=self.checkpointer
-            if isinstance(self.checkpointer, BaseCheckpointSaver)
-            else None,
+            saver=saver,
             config=saved.config,
         )
         # tasks for this checkpoint
@@ -1309,11 +1380,7 @@ class Pregel(
             stop,
             for_execution=True,
             store=self.store,
-            checkpointer=(
-                self.checkpointer
-                if isinstance(self.checkpointer, BaseCheckpointSaver)
-                else None
-            ),
+            checkpointer=saver,
             manager=None,
         )
         # get the subgraphs
@@ -1340,7 +1407,7 @@ class Pregel(
                 # get the state of the subgraph
                 config = {
                     CONF: {
-                        CONFIG_KEY_CHECKPOINTER: recurse,
+                        CONFIG_KEY_CHECKPOINTER: saver,
                         "thread_id": saved.config[CONF]["thread_id"],
                         CONFIG_KEY_CHECKPOINT_NS: task_ns,
                     }
@@ -1359,13 +1426,10 @@ class Pregel(
                 None,
                 self.trigger_to_nodes,
             )
-        if apply_pending_writes and saved.pending_writes:
-            for tid, k, v in saved.pending_writes:
-                if k in (ERROR, INTERRUPT):
-                    continue
-                if tid not in next_tasks:
-                    continue
-                next_tasks[tid].writes.append((k, v))
+        if live and saved.pending_writes:
+            for tid, status in read_task_statuses(saved.pending_writes).items():
+                if tid in next_tasks:
+                    next_tasks[tid].writes.extend(status.output)
             if tasks := [t for t in next_tasks.values() if t.writes]:
                 apply_writes(
                     saved.checkpoint, channels, tasks, None, self.trigger_to_nodes
@@ -1376,6 +1440,7 @@ class Pregel(
             saved.pending_writes,
             task_states,
             self.stream_channels_asis,
+            live=live,
         )
         # assemble the state snapshot
         return StateSnapshot(
@@ -1393,34 +1458,14 @@ class Pregel(
         self, config: RunnableConfig, *, subgraphs: bool = False
     ) -> StateSnapshot:
         """Get the current state of the graph."""
-        checkpointer: BaseCheckpointSaver | None = ensure_config(config)[CONF].get(
-            CONFIG_KEY_CHECKPOINTER, self.checkpointer
-        )
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
-        if not checkpointer:
-            raise ValueError("No checkpointer set")
+        checkpointer = self._state_checkpointer(config)
 
-        if (
-            checkpoint_ns := config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
-        ) and CONFIG_KEY_CHECKPOINTER not in config[CONF]:
-            # remove task_ids from checkpoint_ns
-            recast = recast_checkpoint_ns(checkpoint_ns)
-            # find the subgraph with the matching name
-            for _, pregel in self.get_subgraphs(namespace=recast, recurse=True):
-                return pregel.get_state(
-                    patch_configurable(config, {CONFIG_KEY_CHECKPOINTER: checkpointer}),
-                    subgraphs=subgraphs,
-                )
-            else:
-                raise ValueError(f"Subgraph {recast} not found")
+        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+            pregel, subgraph_config = subgraph
+            return pregel.get_state(subgraph_config, subgraphs=subgraphs)
 
         config = merge_configs(self.config, config) if self.config else config
-        if self.checkpointer is True:
-            ns = cast(str, config[CONF][CONFIG_KEY_CHECKPOINT_NS])
-            config = merge_configs(
-                config, {CONF: {CONFIG_KEY_CHECKPOINT_NS: recast_checkpoint_ns(ns)}}
-            )
+        config = self._own_checkpoint_config(config)
         thread_id = config[CONF][CONFIG_KEY_THREAD_ID]
         if not isinstance(thread_id, str):
             config[CONF][CONFIG_KEY_THREAD_ID] = str(thread_id)
@@ -1429,42 +1474,23 @@ class Pregel(
         return self._prepare_state_snapshot(
             config,
             saved,
-            recurse=checkpointer if subgraphs else None,
-            apply_pending_writes=CONFIG_KEY_CHECKPOINT_ID not in config[CONF],
+            saver=checkpointer,
+            recurse=subgraphs,
+            live=CONFIG_KEY_CHECKPOINT_ID not in config[CONF],
         )
 
     async def aget_state(
         self, config: RunnableConfig, *, subgraphs: bool = False
     ) -> StateSnapshot:
         """Get the current state of the graph."""
-        checkpointer: BaseCheckpointSaver | None = ensure_config(config)[CONF].get(
-            CONFIG_KEY_CHECKPOINTER, self.checkpointer
-        )
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
-        if not checkpointer:
-            raise ValueError("No checkpointer set")
+        checkpointer = self._state_checkpointer(config)
 
-        if (
-            checkpoint_ns := config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
-        ) and CONFIG_KEY_CHECKPOINTER not in config[CONF]:
-            # remove task_ids from checkpoint_ns
-            recast = recast_checkpoint_ns(checkpoint_ns)
-            # find the subgraph with the matching name
-            async for _, pregel in self.aget_subgraphs(namespace=recast, recurse=True):
-                return await pregel.aget_state(
-                    patch_configurable(config, {CONFIG_KEY_CHECKPOINTER: checkpointer}),
-                    subgraphs=subgraphs,
-                )
-            else:
-                raise ValueError(f"Subgraph {recast} not found")
+        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+            pregel, subgraph_config = subgraph
+            return await pregel.aget_state(subgraph_config, subgraphs=subgraphs)
 
         config = merge_configs(self.config, config) if self.config else config
-        if self.checkpointer is True:
-            ns = cast(str, config[CONF][CONFIG_KEY_CHECKPOINT_NS])
-            config = merge_configs(
-                config, {CONF: {CONFIG_KEY_CHECKPOINT_NS: recast_checkpoint_ns(ns)}}
-            )
+        config = self._own_checkpoint_config(config)
         thread_id = config[CONF][CONFIG_KEY_THREAD_ID]
         if not isinstance(thread_id, str):
             config[CONF][CONFIG_KEY_THREAD_ID] = str(thread_id)
@@ -1473,8 +1499,9 @@ class Pregel(
         return await self._aprepare_state_snapshot(
             config,
             saved,
-            recurse=checkpointer if subgraphs else None,
-            apply_pending_writes=CONFIG_KEY_CHECKPOINT_ID not in config[CONF],
+            saver=checkpointer,
+            recurse=subgraphs,
+            live=CONFIG_KEY_CHECKPOINT_ID not in config[CONF],
         )
 
     def get_state_history(
@@ -1487,47 +1514,34 @@ class Pregel(
     ) -> Iterator[StateSnapshot]:
         """Get the history of the state of the graph."""
         config = ensure_config(config)
-        checkpointer: BaseCheckpointSaver | None = config[CONF].get(
-            CONFIG_KEY_CHECKPOINTER, self.checkpointer
-        )
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
-        if not checkpointer:
-            raise ValueError("No checkpointer set")
+        checkpointer = self._state_checkpointer(config)
 
-        if (
-            checkpoint_ns := config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
-        ) and CONFIG_KEY_CHECKPOINTER not in config[CONF]:
-            # remove task_ids from checkpoint_ns
-            recast = recast_checkpoint_ns(checkpoint_ns)
-            # find the subgraph with the matching name
-            for _, pregel in self.get_subgraphs(namespace=recast, recurse=True):
-                yield from pregel.get_state_history(
-                    patch_configurable(config, {CONFIG_KEY_CHECKPOINTER: checkpointer}),
-                    filter=filter,
-                    before=before,
-                    limit=limit,
-                )
-                return
-            else:
-                raise ValueError(f"Subgraph {recast} not found")
+        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+            pregel, subgraph_config = subgraph
+            yield from pregel.get_state_history(
+                subgraph_config, filter=filter, before=before, limit=limit
+            )
+            return
 
         config = merge_configs(
             self.config,
             config,
             {
                 CONF: {
-                    CONFIG_KEY_CHECKPOINT_NS: checkpoint_ns,
+                    CONFIG_KEY_CHECKPOINT_NS: config[CONF].get(
+                        CONFIG_KEY_CHECKPOINT_NS, ""
+                    ),
                     CONFIG_KEY_THREAD_ID: str(config[CONF][CONFIG_KEY_THREAD_ID]),
                 }
             },
         )
+        config = self._own_checkpoint_config(config)
         # eagerly consume list() to avoid holding up the db cursor
         for checkpoint_tuple in list(
             checkpointer.list(config, before=before, limit=limit, filter=filter)
         ):
             yield self._prepare_state_snapshot(
-                checkpoint_tuple.config, checkpoint_tuple
+                checkpoint_tuple.config, checkpoint_tuple, saver=checkpointer
             )
 
     async def aget_state_history(
@@ -1540,42 +1554,29 @@ class Pregel(
     ) -> AsyncIterator[StateSnapshot]:
         """Asynchronously get the history of the state of the graph."""
         config = ensure_config(config)
-        checkpointer: BaseCheckpointSaver | None = ensure_config(config)[CONF].get(
-            CONFIG_KEY_CHECKPOINTER, self.checkpointer
-        )
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
-        if not checkpointer:
-            raise ValueError("No checkpointer set")
+        checkpointer = self._state_checkpointer(config)
 
-        if (
-            checkpoint_ns := config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
-        ) and CONFIG_KEY_CHECKPOINTER not in config[CONF]:
-            # remove task_ids from checkpoint_ns
-            recast = recast_checkpoint_ns(checkpoint_ns)
-            # find the subgraph with the matching name
-            async for _, pregel in self.aget_subgraphs(namespace=recast, recurse=True):
-                async for state in pregel.aget_state_history(
-                    patch_configurable(config, {CONFIG_KEY_CHECKPOINTER: checkpointer}),
-                    filter=filter,
-                    before=before,
-                    limit=limit,
-                ):
-                    yield state
-                return
-            else:
-                raise ValueError(f"Subgraph {recast} not found")
+        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+            pregel, subgraph_config = subgraph
+            async for state in pregel.aget_state_history(
+                subgraph_config, filter=filter, before=before, limit=limit
+            ):
+                yield state
+            return
 
         config = merge_configs(
             self.config,
             config,
             {
                 CONF: {
-                    CONFIG_KEY_CHECKPOINT_NS: checkpoint_ns,
+                    CONFIG_KEY_CHECKPOINT_NS: config[CONF].get(
+                        CONFIG_KEY_CHECKPOINT_NS, ""
+                    ),
                     CONFIG_KEY_THREAD_ID: str(config[CONF][CONFIG_KEY_THREAD_ID]),
                 }
             },
         )
+        config = self._own_checkpoint_config(config)
         # eagerly consume list() to avoid holding up the db cursor
         for checkpoint_tuple in [
             c
@@ -1584,9 +1585,30 @@ class Pregel(
             )
         ]:
             yield await self._aprepare_state_snapshot(
-                checkpoint_tuple.config, checkpoint_tuple
+                checkpoint_tuple.config, checkpoint_tuple, saver=checkpointer
             )
 
+    def _infer_as_node(self, versions_seen: dict[str, ChannelVersions]) -> str | None:
+        if len(self.nodes) == 1:
+            return next(iter(self.nodes))
+        seen = versions_seen_without_bumps(versions_seen)
+        if not any(v for vv in seen.values() for v in vv.values()):
+            if (
+                isinstance(self.input_channels, str)
+                and self.input_channels in self.nodes
+            ):
+                return self.input_channels
+            return None
+        last_seen_by_node = sorted(
+            (v, n) for n, s in seen.items() if n in self.nodes for v in s.values()
+        )
+        # if two nodes updated the state at the same time, it's ambiguous
+        if len(last_seen_by_node) == 1 or (
+            last_seen_by_node and last_seen_by_node[-1][0] != last_seen_by_node[-2][0]
+        ):
+            return last_seen_by_node[-1][1]
+        return None
+
     def bulk_update_state(
         self,
         config: RunnableConfig,
@@ -1608,13 +1630,7 @@ class Pregel(
             RunnableConfig: The updated config.
         """
 
-        checkpointer: BaseCheckpointSaver | None = ensure_config(config)[CONF].get(
-            CONFIG_KEY_CHECKPOINTER, self.checkpointer
-        )
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
-        if not checkpointer:
-            raise ValueError("No checkpointer set")
+        checkpointer = self._state_checkpointer(config)
 
         if len(supersteps) == 0:
             raise ValueError("No supersteps provided")
@@ -1622,27 +1638,29 @@ class Pregel(
         if any(len(u) == 0 for u in supersteps):
             raise ValueError("No updates provided")
 
-        # delegate to subgraph
-        if (
-            checkpoint_ns := config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
-        ) and CONFIG_KEY_CHECKPOINTER not in config[CONF]:
-            # remove task_ids from checkpoint_ns
-            recast = recast_checkpoint_ns(checkpoint_ns)
-            # find the subgraph with the matching name
-            for _, pregel in self.get_subgraphs(namespace=recast, recurse=True):
-                return pregel.bulk_update_state(
-                    patch_configurable(config, {CONFIG_KEY_CHECKPOINTER: checkpointer}),
-                    supersteps,
-                )
-            else:
-                raise ValueError(f"Subgraph {recast} not found")
+        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+            pregel, subgraph_config = subgraph
+            return pregel.bulk_update_state(subgraph_config, supersteps)
 
         def perform_superstep(
-            input_config: RunnableConfig, updates: Sequence[StateUpdate]
+            input_config: RunnableConfig,
+            updates: Sequence[StateUpdate],
+            is_first: bool = False,
         ) -> RunnableConfig:
             # get last checkpoint
-            config = ensure_config(self.config, input_config)
+            config = self._own_checkpoint_config(
+                ensure_config(self.config, input_config)
+            )
             saved = checkpointer.get_tuple(config)
+            # Later supersteps, including the one after a `__copy__` (stored
+            # under the base's parent), never walk through the base's writes.
+            fork_pending = (
+                delta_channels_with_pending_writes(
+                    self.channels, saved.pending_writes if saved else None
+                )
+                if is_first
+                else set()
+            )
             if saved is not None:
                 self._migrate_checkpoint(saved.checkpoint)
             checkpoint = (
@@ -1666,10 +1684,7 @@ class Pregel(
             channels, managed = channels_from_checkpoint(
                 self.channels,
                 checkpoint,
-                saver=self.checkpointer
-                if saved is not None
-                and isinstance(self.checkpointer, BaseCheckpointSaver)
-                else None,
+                saver=checkpointer,
                 config=saved.config if saved is not None else None,
             )
             values, as_node = updates[0][:2]
@@ -1710,13 +1725,12 @@ class Pregel(
                             checkpointer.get_next_version,
                             self.trigger_to_nodes,
                         )
-                    # apply writes from tasks that already ran
-                    for tid, k, v in saved.pending_writes or []:
-                        if k in (ERROR, INTERRUPT):
-                            continue
-                        if tid not in next_tasks:
-                            continue
-                        next_tasks[tid].writes.append((k, v))
+                    # apply writes from tasks that already finished
+                    for tid, status in read_task_statuses(
+                        saved.pending_writes or []
+                    ).items():
+                        if tid in next_tasks:
+                            next_tasks[tid].writes.extend(status.output)
                     # clear all current tasks
                     apply_writes(
                         checkpoint,
@@ -1726,9 +1740,17 @@ class Pregel(
                         self.trigger_to_nodes,
                     )
                 # save checkpoint
+                next_checkpoint = create_checkpoint(
+                    checkpoint,
+                    channels,
+                    step,
+                    get_next_version=checkpointer.get_next_version,
+                    channels_to_snapshot=fork_pending,
+                    stored_versions=checkpoint_previous_versions,
+                )
                 next_config = checkpointer.put(
                     checkpoint_config,
-                    create_checkpoint(checkpoint, channels, step),
+                    next_checkpoint,
                     {
                         "source": "update",
                         "step": step + 1,
@@ -1736,7 +1758,7 @@ class Pregel(
                     },
                     get_new_channel_versions(
                         checkpoint_previous_versions,
-                        checkpoint["channel_versions"],
+                        next_checkpoint["channel_versions"],
                     ),
                 )
                 return patch_checkpoint_map(
@@ -1765,9 +1787,17 @@ class Pregel(
                         if saved and saved.metadata.get("step") is not None
                         else -1
                     )
+                    next_checkpoint = create_checkpoint(
+                        checkpoint,
+                        channels,
+                        next_step,
+                        get_next_version=checkpointer.get_next_version,
+                        channels_to_snapshot=fork_pending,
+                        stored_versions=checkpoint_previous_versions,
+                    )
                     next_config = checkpointer.put(
                         checkpoint_config,
-                        create_checkpoint(checkpoint, channels, next_step),
+                        next_checkpoint,
                         {
                             "source": "input",
                             "step": next_step,
@@ -1777,7 +1807,7 @@ class Pregel(
                         },
                         get_new_channel_versions(
                             checkpoint_previous_versions,
-                            checkpoint["channel_versions"],
+                            next_checkpoint["channel_versions"],
                         ),
                     )
 
@@ -1906,31 +1936,8 @@ class Pregel(
             if len(updates) == 1:
                 values, as_node, task_id = updates[0]
                 # find last node that updated the state, if not provided
-                if as_node is None and len(self.nodes) == 1:
-                    as_node = tuple(self.nodes)[0]
-                elif as_node is None and not any(
-                    v
-                    for vv in checkpoint["versions_seen"].values()
-                    for v in vv.values()
-                ):
-                    if (
-                        isinstance(self.input_channels, str)
-                        and self.input_channels in self.nodes
-                    ):
-                        as_node = self.input_channels
-                elif as_node is None:
-                    last_seen_by_node = sorted(
-                        (v, n)
-                        for n, seen in checkpoint["versions_seen"].items()
-                        if n in self.nodes
-                        for v in seen.values()
-                    )
-                    # if two nodes updated the state at the same time, it's ambiguous
-                    if last_seen_by_node:
-                        if len(last_seen_by_node) == 1:
-                            as_node = last_seen_by_node[0][1]
-                        elif last_seen_by_node[-1][0] != last_seen_by_node[-2][0]:
-                            as_node = last_seen_by_node[-1][1]
+                if as_node is None:
+                    as_node = self._infer_as_node(checkpoint["versions_seen"])
                 if as_node is None:
                     raise InvalidUpdateError("Ambiguous update, specify as_node")
                 if as_node not in self.nodes:
@@ -2020,17 +2027,19 @@ class Pregel(
                     parents=saved.metadata.get("parents", {}) if saved else {},
                     saved_metadata=saved.metadata if saved else None,
                     is_fresh_thread=saved is None,
+                    fork_channels=fork_pending,
+                    channel_versions=checkpoint["channel_versions"],
                 )
             )
             checkpoint = create_checkpoint(
                 checkpoint,
                 channels,
                 step + 1,
-                updated_channels=updated_channels if channels_to_snapshot else None,
                 get_next_version=checkpointer.get_next_version
                 if channels_to_snapshot
                 else None,
                 channels_to_snapshot=channels_to_snapshot,
+                stored_versions=checkpoint_previous_versions,
             )
             next_config = checkpointer.put(
                 checkpoint_config,
@@ -2049,8 +2058,8 @@ class Pregel(
         current_config = patch_configurable(
             config, {CONFIG_KEY_THREAD_ID: str(config[CONF][CONFIG_KEY_THREAD_ID])}
         )
-        for superstep in supersteps:
-            current_config = perform_superstep(current_config, superstep)
+        for i, superstep in enumerate(supersteps):
+            current_config = perform_superstep(current_config, superstep, i == 0)
         return current_config
 
     async def abulk_update_state(
@@ -2074,13 +2083,7 @@ class Pregel(
             RunnableConfig: The updated config.
         """
 
-        checkpointer: BaseCheckpointSaver | None = ensure_config(config)[CONF].get(
-            CONFIG_KEY_CHECKPOINTER, self.checkpointer
-        )
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
-        if not checkpointer:
-            raise ValueError("No checkpointer set")
+        checkpointer = self._state_checkpointer(config)
 
         if len(supersteps) == 0:
             raise ValueError("No supersteps provided")
@@ -2088,27 +2091,29 @@ class Pregel(
         if any(len(u) == 0 for u in supersteps):
             raise ValueError("No updates provided")
 
-        # delegate to subgraph
-        if (
-            checkpoint_ns := config[CONF].get(CONFIG_KEY_CHECKPOINT_NS, "")
-        ) and CONFIG_KEY_CHECKPOINTER not in config[CONF]:
-            # remove task_ids from checkpoint_ns
-            recast = recast_checkpoint_ns(checkpoint_ns)
-            # find the subgraph with the matching name
-            async for _, pregel in self.aget_subgraphs(namespace=recast, recurse=True):
-                return await pregel.abulk_update_state(
-                    patch_configurable(config, {CONFIG_KEY_CHECKPOINTER: checkpointer}),
-                    supersteps,
-                )
-            else:
-                raise ValueError(f"Subgraph {recast} not found")
+        if subgraph := self._subgraph_for_namespace(config, checkpointer):
+            pregel, subgraph_config = subgraph
+            return await pregel.abulk_update_state(subgraph_config, supersteps)
 
         async def aperform_superstep(
-            input_config: RunnableConfig, updates: Sequence[StateUpdate]
+            input_config: RunnableConfig,
+            updates: Sequence[StateUpdate],
+            is_first: bool = False,
         ) -> RunnableConfig:
             # get last checkpoint
-            config = ensure_config(self.config, input_config)
+            config = self._own_checkpoint_config(
+                ensure_config(self.config, input_config)
+            )
             saved = await checkpointer.aget_tuple(config)
+            # Later supersteps, including the one after a `__copy__` (stored
+            # under the base's parent), never walk through the base's writes.
+            fork_pending = (
+                delta_channels_with_pending_writes(
+                    self.channels, saved.pending_writes if saved else None
+                )
+                if is_first
+                else set()
+            )
             if saved is not None:
                 self._migrate_checkpoint(saved.checkpoint)
             checkpoint = (
@@ -2132,10 +2137,7 @@ class Pregel(
             channels, managed = await achannels_from_checkpoint(
                 self.channels,
                 checkpoint,
-                saver=self.checkpointer
-                if saved is not None
-                and isinstance(self.checkpointer, BaseCheckpointSaver)
-                else None,
+                saver=checkpointer,
                 config=saved.config if saved is not None else None,
             )
             values, as_node = updates[0][:2]
@@ -2174,13 +2176,12 @@ class Pregel(
                             checkpointer.get_next_version,
                             self.trigger_to_nodes,
                         )
-                    # apply writes from tasks that already ran
-                    for tid, k, v in saved.pending_writes or []:
-                        if k in (ERROR, INTERRUPT):
-                            continue
-                        if tid not in next_tasks:
-                            continue
-                        next_tasks[tid].writes.append((k, v))
+                    # apply writes from tasks that already finished
+                    for tid, status in read_task_statuses(
+                        saved.pending_writes or []
+                    ).items():
+                        if tid in next_tasks:
+                            next_tasks[tid].writes.extend(status.output)
                     # clear all current tasks
                     apply_writes(
                         checkpoint,
@@ -2190,16 +2191,25 @@ class Pregel(
                         self.trigger_to_nodes,
                     )
                 # save checkpoint
+                next_checkpoint = create_checkpoint(
+                    checkpoint,
+                    channels,
+                    step,
+                    get_next_version=checkpointer.get_next_version,
+                    channels_to_snapshot=fork_pending,
+                    stored_versions=checkpoint_previous_versions,
+                )
                 next_config = await checkpointer.aput(
                     checkpoint_config,
-                    create_checkpoint(checkpoint, channels, step),
+                    next_checkpoint,
                     {
                         "source": "update",
                         "step": step + 1,
                         "parents": saved.metadata.get("parents", {}) if saved else {},
                     },
                     get_new_channel_versions(
-                        checkpoint_previous_versions, checkpoint["channel_versions"]
+                        checkpoint_previous_versions,
+                        next_checkpoint["channel_versions"],
                     ),
                 )
                 return patch_checkpoint_map(
@@ -2228,9 +2238,17 @@ class Pregel(
                         if saved and saved.metadata.get("step") is not None
                         else -1
                     )
+                    next_checkpoint = create_checkpoint(
+                        checkpoint,
+                        channels,
+                        next_step,
+                        get_next_version=checkpointer.get_next_version,
+                        channels_to_snapshot=fork_pending,
+                        stored_versions=checkpoint_previous_versions,
+                    )
                     next_config = await checkpointer.aput(
                         checkpoint_config,
-                        create_checkpoint(checkpoint, channels, next_step),
+                        next_checkpoint,
                         {
                             "source": "input",
                             "step": next_step,
@@ -2240,7 +2258,7 @@ class Pregel(
                         },
                         get_new_channel_versions(
                             checkpoint_previous_versions,
-                            checkpoint["channel_versions"],
+                            next_checkpoint["channel_versions"],
                         ),
                     )
 
@@ -2337,9 +2355,7 @@ class Pregel(
                         [item for lst in user_group_by.values() for item in lst],
                     )
 
-                return patch_checkpoint_map(
-                    next_config, saved.metadata if saved else None
-                )
+                return patch_checkpoint_map(next_config, saved.metadata)
 
             # task ids can be provided in the StateUpdate, but if not,
             # we use the task id generated by prepare_next_tasks
@@ -2370,27 +2386,8 @@ class Pregel(
             if len(updates) == 1:
                 values, as_node, task_id = updates[0]
                 # find last node that updated the state, if not provided
-                if as_node is None and len(self.nodes) == 1:
-                    as_node = tuple(self.nodes)[0]
-                elif as_node is None and not saved:
-                    if (
-                        isinstance(self.input_channels, str)
-                        and self.input_channels in self.nodes
-                    ):
-                        as_node = self.input_channels
-                elif as_node is None:
-                    last_seen_by_node = sorted(
-                        (v, n)
-                        for n, seen in checkpoint["versions_seen"].items()
-                        if n in self.nodes
-                        for v in seen.values()
-                    )
-                    # if two nodes updated the state at the same time, it's ambiguous
-                    if last_seen_by_node:
-                        if len(last_seen_by_node) == 1:
-                            as_node = last_seen_by_node[0][1]
-                        elif last_seen_by_node[-1][0] != last_seen_by_node[-2][0]:
-                            as_node = last_seen_by_node[-1][1]
+                if as_node is None:
+                    as_node = self._infer_as_node(checkpoint["versions_seen"])
                 if as_node is None:
                     raise InvalidUpdateError("Ambiguous update, specify as_node")
                 if as_node not in self.nodes:
@@ -2480,17 +2477,19 @@ class Pregel(
                     parents=saved.metadata.get("parents", {}) if saved else {},
                     saved_metadata=saved.metadata if saved else None,
                     is_fresh_thread=saved is None,
+                    fork_channels=fork_pending,
+                    channel_versions=checkpoint["channel_versions"],
                 )
             )
             checkpoint = create_checkpoint(
                 checkpoint,
                 channels,
                 step + 1,
-                updated_channels=updated_channels if channels_to_snapshot else None,
                 get_next_version=checkpointer.get_next_version
                 if channels_to_snapshot
                 else None,
                 channels_to_snapshot=channels_to_snapshot,
+                stored_versions=checkpoint_previous_versions,
             )
             next_config = await checkpointer.aput(
                 checkpoint_config,
@@ -2508,8 +2507,8 @@ class Pregel(
         current_config = patch_configurable(
             config, {CONFIG_KEY_THREAD_ID: str(config[CONF][CONFIG_KEY_THREAD_ID])}
         )
-        for superstep in supersteps:
-            current_config = await aperform_superstep(current_config, superstep)
+        for i, superstep in enumerate(supersteps):
+            current_config = await aperform_superstep(current_config, superstep, i == 0)
         return current_config
 
     def update_state(
@@ -2576,16 +2575,7 @@ class Pregel(
             stream_modes.add(print_mode)
         else:
             stream_modes.update(print_mode)
-        if self.checkpointer is False:
-            checkpointer: BaseCheckpointSaver | None = None
-        elif CONFIG_KEY_CHECKPOINTER in config.get(CONF, {}):
-            checkpointer = config[CONF][CONFIG_KEY_CHECKPOINTER]
-        elif self.checkpointer is True:
-            raise RuntimeError("checkpointer=True cannot be used for root graphs.")
-        else:
-            checkpointer = self.checkpointer
-        if isinstance(checkpointer, BaseCheckpointSaver):
-            checkpointer = self._apply_checkpointer_allowlist(checkpointer)
+        checkpointer = self._resolve_checkpointer(config)
         if checkpointer and not config.get(CONF):
             raise ValueError(
                 "Checkpointer requires one or more of the following 'configurable' "
@@ -2804,9 +2794,7 @@ class Pregel(
                     "`durability` has no effect when no checkpointer is present.",
                 )
             # set up subgraph checkpointing
-            if self.checkpointer is True:
-                ns = cast(str, config[CONF][CONFIG_KEY_CHECKPOINT_NS])
-                config[CONF][CONFIG_KEY_CHECKPOINT_NS] = recast_checkpoint_ns(ns)
+            config = self._own_checkpoint_config(config)
             # set up messages stream mode
             if "messages" in stream_modes:
                 ns_ = cast(str | None, config[CONF].get(CONFIG_KEY_CHECKPOINT_NS))
@@ -3231,9 +3219,7 @@ class Pregel(
                     "`durability` has no effect when no checkpointer is present.",
                 )
             # set up subgraph checkpointing
-            if self.checkpointer is True:
-                ns = cast(str, config[CONF][CONFIG_KEY_CHECKPOINT_NS])
-                config[CONF][CONFIG_KEY_CHECKPOINT_NS] = recast_checkpoint_ns(ns)
+            config = self._own_checkpoint_config(config)
             # set up messages stream mode
             if "messages" in stream_modes:
                 # namespace can be None in a root level graph?
diff --git a/libs/langgraph/langgraph/types.py b/libs/langgraph/langgraph/types.py
index 5e2a1a897..54510c8fc 100644
--- a/libs/langgraph/langgraph/types.py
+++ b/libs/langgraph/langgraph/types.py
@@ -726,7 +726,13 @@ class StateSnapshot(NamedTuple):
     tasks: tuple[PregelTask, ...]
     """Tasks to execute in this step. If already attempted, may contain an error."""
     interrupts: tuple[Interrupt, ...]
-    """Interrupts that occurred in this step that are pending resolution."""
+    """Interrupts that occurred in this step.
+
+    When reading the latest state (`get_state` without a `checkpoint_id`), this
+    contains only interrupts still waiting for an answer. When reading a specific
+    checkpoint or state history, it contains the most recent interrupt each task
+    raised in that step, including ones answered later in the same step.
+    """
 
 
 class Send:
diff --git a/libs/langgraph/tests/memory_assert.py b/libs/langgraph/tests/memory_assert.py
index 3987d422b..136fcc34c 100644
--- a/libs/langgraph/tests/memory_assert.py
+++ b/libs/langgraph/tests/memory_assert.py
@@ -85,11 +85,13 @@ class MemorySaverAssertImmutable(InMemorySaver):
                 )
                 == saved
             ), config["configurable"]["checkpoint_ns"]
+        next_config = super().put(config, checkpoint, metadata, new_versions)
+        # Read back, not the object handed in: a DeltaChannel a step did not
+        # write is refilled on read from the blob its inherited version points at.
         self.storage_for_copies[thread_id][checkpoint_ns][checkpoint["id"]] = (
-            self.serde.dumps_typed(checkpoint)
+            self.serde.dumps_typed(super().get(next_config))
         )
-        # call super to write checkpoint
-        return super().put(config, checkpoint, metadata, new_versions)
+        return next_config
 
 
 class MemorySaverNoPending(InMemorySaver):
diff --git a/libs/langgraph/tests/test_delta_channel_fork.py b/libs/langgraph/tests/test_delta_channel_fork.py
new file mode 100644
index 000000000..5736dc22e
--- /dev/null
+++ b/libs/langgraph/tests/test_delta_channel_fork.py
@@ -0,0 +1,731 @@
+"""Forking a thread must not replay the abandoned branch into the fork.
+
+Every graph carries a `DeltaChannel` and a plain reducer channel fed the same
+values; the plain channel needs no replay, so it is the oracle.
+"""
+
+import sys
+import threading
+from collections.abc import Sequence
+from operator import add
+from typing import Annotated, Any
+
+import pytest
+from langchain_core.runnables import RunnableConfig
+from langgraph.checkpoint.base import BaseCheckpointSaver
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
+from typing_extensions import TypedDict
+
+from langgraph._internal._constants import INPUT
+from langgraph.channels.delta import DeltaChannel
+from langgraph.errors import NodeError
+from langgraph.graph import END, START, StateGraph
+from langgraph.types import (
+    Command,
+    Durability,
+    Send,
+    StateSnapshot,
+    StateUpdate,
+    interrupt,
+)
+
+pytestmark = pytest.mark.anyio
+NEEDS_CONTEXTVARS = pytest.mark.skipif(
+    sys.version_info < (3, 11),
+    reason="Python 3.11+ is required for async contextvars support",
+)
+
+
+def _append(current: list | None, writes: Sequence[Any]) -> list:
+    out = list(current or [])
+    for write in writes:
+        out.extend(write if isinstance(write, list) else [write])
+    return out
+
+
+class _State(TypedDict):
+    log: Annotated[list, DeltaChannel(_append, snapshot_frequency=1000)]
+    plain: Annotated[list, add]
+    other: Annotated[list, add]
+
+
+def _build(checkpointer: BaseCheckpointSaver, tag: str) -> Any:
+    def node(state: _State) -> dict:
+        return {"log": [f"{tag}-out"], "plain": [f"{tag}-out"]}
+
+    builder = StateGraph(_State)
+    builder.add_node("n", node)
+    builder.set_entry_point("n")
+    builder.set_finish_point("n")
+    return builder.compile(checkpointer=checkpointer)
+
+
+def _build_without_delta_writes(checkpointer: BaseCheckpointSaver, tag: str) -> Any:
+    def node(state: _State) -> dict:
+        return {"other": [f"{tag}-other"]}
+
+    builder = StateGraph(_State)
+    builder.add_node("n", node)
+    builder.set_entry_point("n")
+    builder.set_finish_point("n")
+    return builder.compile(checkpointer=checkpointer)
+
+
+def _thread(thread_id: str) -> RunnableConfig:
+    return {"configurable": {"thread_id": thread_id}}
+
+
+def _at(config: RunnableConfig, snapshot: StateSnapshot) -> RunnableConfig:
+    return {
+        "configurable": {
+            **config["configurable"],
+            "checkpoint_ns": "",
+            "checkpoint_id": snapshot.config["configurable"]["checkpoint_id"],
+        }
+    }
+
+
+def _both(marker: str) -> dict:
+    return {"log": [marker], "plain": [marker]}
+
+
+def _snapshotted_checkpoints(
+    checkpointer: BaseCheckpointSaver, config: RunnableConfig
+) -> list[str]:
+    return [
+        tuple_.config["configurable"]["checkpoint_id"]
+        for tuple_ in checkpointer.list(config)
+        if isinstance(tuple_.checkpoint["channel_values"].get("log"), _DeltaSnapshot)
+    ]
+
+
+def _assert_fork_is_clean(state: StateSnapshot, abandoned: str) -> None:
+    assert state.values["log"] == state.values["plain"], (
+        f"delta channel diverged from the plain channel: "
+        f"{state.values['log']} != {state.values['plain']}"
+    )
+    assert abandoned not in state.values["log"], (
+        f"{abandoned!r} belongs to the branch the fork replaced, "
+        f"but was replayed into {state.values['log']}"
+    )
+
+
+def test_fork_by_invoke(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(
+        _both("in-1"), config, durability=durability
+    )
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_both("in-2"), config, durability=durability)
+    abandoned_head = graph.get_state(config)
+
+    base = next(
+        snapshot
+        for snapshot in graph.get_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    _build(sync_checkpointer, "third").invoke(
+        _both("in-3"), _at(config, base), durability=durability
+    )
+
+    state = graph.get_state(config)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "in-3", "third-out"]
+
+    abandoned = graph.get_state(abandoned_head.config).values
+    assert abandoned["log"] == abandoned["plain"] == abandoned_head.values["log"]
+
+
+async def test_afork_by_invoke(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    await _build(async_checkpointer, "first").ainvoke(
+        _both("in-1"), config, durability=durability
+    )
+    graph = _build(async_checkpointer, "second")
+    await graph.ainvoke(_both("in-2"), config, durability=durability)
+    abandoned_head = await graph.aget_state(config)
+
+    base = await anext(
+        snapshot
+        async for snapshot in graph.aget_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    await _build(async_checkpointer, "third").ainvoke(
+        _both("in-3"), _at(config, base), durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "in-3", "third-out"]
+
+    abandoned = (await graph.aget_state(abandoned_head.config)).values
+    assert abandoned["log"] == abandoned["plain"] == abandoned_head.values["log"]
+
+
+def test_fork_off_checkpoint_before_first_input(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_both("in-1"), config, durability=durability)
+
+    root = list(graph.get_state_history(config))[-1]
+    assert root.values["log"] == []
+
+    _build(sync_checkpointer, "third").invoke(
+        _both("in-9"), _at(config, root), durability=durability
+    )
+
+    state = graph.get_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == ["in-9", "third-out"]
+
+
+async def test_afork_off_checkpoint_before_first_input(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build(async_checkpointer, "first")
+    await graph.ainvoke(_both("in-1"), config, durability=durability)
+
+    root = [snapshot async for snapshot in graph.aget_state_history(config)][-1]
+    assert root.values["log"] == []
+
+    await _build(async_checkpointer, "third").ainvoke(
+        _both("in-9"), _at(config, root), durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == ["in-9", "third-out"]
+
+
+def test_fork_by_update_state(sync_checkpointer: BaseCheckpointSaver) -> None:
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(_both("in-1"), config)
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_both("in-2"), config)
+
+    base = next(
+        snapshot
+        for snapshot in graph.get_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    forked = graph.update_state(_at(config, base), _both("patched"))
+
+    state = graph.get_state(forked)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "patched"]
+
+
+async def test_afork_by_update_state(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    await _build(async_checkpointer, "first").ainvoke(_both("in-1"), config)
+    graph = _build(async_checkpointer, "second")
+    await graph.ainvoke(_both("in-2"), config)
+
+    base = await anext(
+        snapshot
+        async for snapshot in graph.aget_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    forked = await graph.aupdate_state(_at(config, base), _both("patched"))
+
+    state = await graph.aget_state(forked)
+    _assert_fork_is_clean(state, "in-2")
+    assert state.values["log"] == [*base.values["log"], "patched"]
+
+
+def test_unaddressed_run_keeps_snapshot_cadence(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_both("in-1"), config, durability=durability)
+    graph.invoke(_both("in-2"), config, durability=durability)
+
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def test_fork_before_first_value_when_fork_never_writes_the_channel(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_both("in-1"), config, durability=durability)
+
+    root = list(graph.get_state_history(config))[-1]
+    assert root.values["log"] == []
+
+    _build_without_delta_writes(sync_checkpointer, "third").invoke(
+        {"other": ["in-9"]}, _at(config, root), durability=durability
+    )
+
+    state = graph.get_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == []
+
+
+async def test_afork_before_first_value_when_fork_never_writes_the_channel(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build(async_checkpointer, "first")
+    await graph.ainvoke(_both("in-1"), config, durability=durability)
+
+    root = [snapshot async for snapshot in graph.aget_state_history(config)][-1]
+    assert root.values["log"] == []
+
+    await _build_without_delta_writes(async_checkpointer, "third").ainvoke(
+        {"other": ["in-9"]}, _at(config, root), durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == []
+
+
+def test_fork_before_first_value_by_bulk_update(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_both("in-1"), config)
+
+    root = list(graph.get_state_history(config))[-1]
+    assert root.values["log"] == []
+
+    forked = graph.bulk_update_state(
+        _at(config, root),
+        [
+            [StateUpdate({"other": ["s1"]}, "n")],
+            [StateUpdate(_both("s2"), "n")],
+        ],
+    )
+
+    state = graph.get_state(forked)
+    _assert_fork_is_clean(state, "in-1")
+    assert state.values["log"] == ["s2"]
+
+
+@pytest.mark.parametrize("first_as_node", [INPUT, END, "__copy__"])
+def test_fork_by_bulk_update_whose_first_superstep_skips_the_plan(
+    sync_checkpointer: BaseCheckpointSaver, first_as_node: str
+) -> None:
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(_both("in-1"), config)
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_both("in-2"), config)
+
+    base = next(
+        snapshot
+        for snapshot in graph.get_state_history(config)
+        if "in-2" not in snapshot.values["log"]
+    )
+    first = (
+        StateUpdate(_both("first-step"), first_as_node)
+        if first_as_node == INPUT
+        else StateUpdate(None, first_as_node)
+    )
+    forked = graph.bulk_update_state(
+        _at(config, base),
+        [[first], [StateUpdate(_both("second-step"), "n")]],
+    )
+
+    state = graph.get_state(forked)
+    assert state.values["log"] == state.values["plain"], (
+        f"delta channel diverged from the plain channel: "
+        f"{state.values['log']} != {state.values['plain']}"
+    )
+
+
+def test_bulk_update_after_a_copy_stores_no_snapshot(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    _build(sync_checkpointer, "first").invoke(_both("in-1"), config)
+    graph = _build(sync_checkpointer, "second")
+    graph.invoke(_both("in-2"), config)
+    base = next(
+        s for s in graph.get_state_history(config) if "in-2" not in s.values["log"]
+    )
+
+    forked = graph.bulk_update_state(
+        _at(config, base),
+        [[StateUpdate(None, "__copy__")], [StateUpdate(_both("s2"), "n")]],
+    )
+
+    assert graph.get_state(forked).values["log"] == ["in-1", "first-out", "s2"]
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def test_unaddressed_bulk_update_keeps_snapshot_cadence(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "first")
+    graph.invoke(_both("in-1"), config)
+
+    graph.bulk_update_state(
+        config,
+        [[StateUpdate(_both(f"u{i}"), "n")] for i in range(4)],
+    )
+
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def _build_paused_before_b(checkpointer: BaseCheckpointSaver) -> Any:
+    builder = StateGraph(_State)
+    builder.add_node("a", lambda state: _both("a"))
+    builder.add_node("b", lambda state: _both("b"))
+    builder.add_edge(START, "a")
+    builder.add_edge("a", "b")
+    builder.add_edge("b", END)
+    return builder.compile(checkpointer=checkpointer, interrupt_before=["b"])
+
+
+def _build_parallel_interrupt(checkpointer: BaseCheckpointSaver) -> Any:
+    def ask(state: _State) -> dict:
+        interrupt("approve?")
+        return {"other": ["q"]}
+
+    builder = StateGraph(_State)
+    builder.add_node("p", lambda state: _both("p"))
+    builder.add_node("q", ask)
+    builder.add_edge(START, "p")
+    builder.add_edge(START, "q")
+    return builder.compile(checkpointer=checkpointer)
+
+
+def test_resume_at_interrupt_before_with_the_head_checkpoint_id_runs_the_node(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build_paused_before_b(sync_checkpointer)
+    graph.invoke(_both("in"), config, durability=durability)
+
+    graph.invoke(None, graph.get_state(config).config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.next == (), f"resume paused again before {state.next}"
+    assert state.values["log"] == state.values["plain"] == ["in", "a", "b"]
+
+
+async def test_aresume_at_interrupt_before_with_the_head_checkpoint_id_runs_the_node(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build_paused_before_b(async_checkpointer)
+    await graph.ainvoke(_both("in"), config, durability=durability)
+
+    await graph.ainvoke(
+        None, (await graph.aget_state(config)).config, durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    assert state.next == (), f"resume paused again before {state.next}"
+    assert state.values["log"] == state.values["plain"] == ["in", "a", "b"]
+
+
+def test_replay_from_a_paused_checkpoint_runs_the_node_once(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    graph = _build_paused_before_b(sync_checkpointer)
+    graph.invoke(_both("in"), config)
+    paused = graph.get_state(config).config
+    graph.invoke(None, config)
+
+    graph.invoke(None, paused)
+
+    state = graph.get_state(config)
+    assert state.next == (), f"replay paused again before {state.next}"
+    assert state.values["log"] == state.values["plain"] == ["in", "a", "b"]
+
+
+@pytest.mark.parametrize("addressed", [False, True])
+def test_new_input_on_an_interrupted_head_does_not_replay_its_pending_writes(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability, addressed: bool
+) -> None:
+    config = _thread("t")
+    graph = _build_parallel_interrupt(sync_checkpointer)
+    graph.invoke(_both("in-1"), config, durability=durability)
+    head = graph.get_state(config).config
+
+    graph.invoke(_both("in-2"), head if addressed else config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.values["log"] == state.values["plain"] == ["in-1", "in-2", "p"]
+
+
+def _build_deferred_after_interrupt(checkpointer: BaseCheckpointSaver) -> Any:
+    builder = StateGraph(_State)
+    builder.add_node("a", lambda state: _both("a"))
+    builder.add_node("b", lambda state: _both("b"), defer=True)
+    builder.add_node("c", lambda state: {})
+    builder.add_edge(START, "a")
+    builder.add_edge("a", "b")
+    builder.add_edge("a", "c")
+    return builder.compile(checkpointer=checkpointer, interrupt_after=["a"])
+
+
+@pytest.mark.parametrize(
+    "durability",
+    [
+        "sync",
+        "async",
+        pytest.param(
+            "exit",
+            marks=pytest.mark.xfail(
+                reason="exit durability stores a resumed run's loaded writes twice",
+                strict=True,
+            ),
+        ),
+    ],
+)
+def test_resume_on_an_interrupted_head_consumes_its_writes_without_a_snapshot(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build_parallel_interrupt(sync_checkpointer)
+    graph.invoke(_both("in-1"), config, durability=durability)
+
+    graph.invoke(Command(resume="yes"), config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.next == ()
+    assert state.values["log"] == state.values["plain"] == ["in-1", "p"]
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def test_resume_whose_node_writes_the_delta_channel_stores_no_snapshot(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    def ask(state: _State) -> dict:
+        return _both(interrupt("continue?"))
+
+    graph = (
+        StateGraph(_State)
+        .add_node("ask", ask)
+        .add_edge(START, "ask")
+        .compile(checkpointer=sync_checkpointer)
+    )
+    config = _thread("t")
+    graph.invoke(_both("in"), config, durability=durability)
+
+    graph.invoke(Command(resume="yes"), config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.values["log"] == state.values["plain"] == ["in", "yes"]
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def test_resume_after_interrupt_before_stores_no_snapshot(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "n")
+    graph.invoke(_both("in"), config, interrupt_before=["n"], durability=durability)
+
+    graph.invoke(None, config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.values["log"] == state.values["plain"] == ["in", "n-out"]
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+
+
+def _build_send_fan_out(checkpointer: BaseCheckpointSaver) -> Any:
+    def q(state: _State) -> dict:
+        interrupt("continue?")
+        return _both("q")
+
+    builder = StateGraph(_State)
+    builder.add_node("p", lambda state: _both("p"))
+    builder.add_node("q", q)
+    builder.add_conditional_edges(
+        START, lambda state: [Send("p", state), Send("q", state)], ["p", "q"]
+    )
+    return builder.compile(checkpointer=checkpointer)
+
+
+def test_resume_that_replaces_the_pending_sends_drops_the_finished_task(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    graph = _build_send_fan_out(sync_checkpointer)
+    config = _thread("t")
+    graph.invoke(_both("in"), config, durability=durability)
+
+    live = graph.invoke(
+        Command(resume="yes", goto=[Send("q", _both("unused"))]),
+        config,
+        durability=durability,
+    )
+
+    state = graph.get_state(config)
+    assert state.values["log"] == state.values["plain"] == live["log"], (
+        f"'p' ran in the fan-out the resume replaced, but the reload reads "
+        f"{state.values['log']} against the live {live['log']}"
+    )
+
+
+@NEEDS_CONTEXTVARS
+async def test_aresume_that_replaces_the_pending_sends_drops_the_finished_task(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    graph = _build_send_fan_out(async_checkpointer)
+    config = _thread("t")
+    await graph.ainvoke(_both("in"), config, durability=durability)
+
+    live = await graph.ainvoke(
+        Command(resume="yes", goto=[Send("q", _both("unused"))]),
+        config,
+        durability=durability,
+    )
+
+    state = await graph.aget_state(config)
+    assert state.values["log"] == state.values["plain"] == live["log"], (
+        f"'p' ran in the fan-out the resume replaced, but the reload reads "
+        f"{state.values['log']} against the live {live['log']}"
+    )
+
+
+def test_replay_interrupted_in_its_first_step_still_seals_the_fork(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    graph = _build_send_fan_out(sync_checkpointer)
+    config = _thread("t")
+    graph.invoke(_both("in"), config, durability=durability)
+
+    graph.invoke(None, graph.get_state(config).config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.values["log"] == state.values["plain"] == ["in", "p"], (
+        f"the replay reran p, so the fork must not also replay the first p, "
+        f"but it reads {state.values['log']}"
+    )
+
+
+@NEEDS_CONTEXTVARS
+async def test_areplay_interrupted_in_its_first_step_still_seals_the_fork(
+    async_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    graph = _build_send_fan_out(async_checkpointer)
+    config = _thread("t")
+    await graph.ainvoke(_both("in"), config, durability=durability)
+
+    await graph.ainvoke(
+        None, (await graph.aget_state(config)).config, durability=durability
+    )
+
+    state = await graph.aget_state(config)
+    assert state.values["log"] == state.values["plain"] == ["in", "p"], (
+        f"the replay reran p, so the fork must not also replay the first p, "
+        f"but it reads {state.values['log']}"
+    )
+
+
+def test_resume_addressed_at_an_interrupted_head_reruns_its_tasks_once(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    config = _thread("t")
+    graph = _build_parallel_interrupt(sync_checkpointer)
+    graph.invoke(_both("in-1"), config, durability=durability)
+
+    graph.invoke(
+        Command(resume="yes"), graph.get_state(config).config, durability=durability
+    )
+
+    state = graph.get_state(config)
+    assert state.next == ()
+    assert state.values["log"] == state.values["plain"] == ["in-1", "p"]
+
+
+def test_update_state_with_the_head_checkpoint_id_keeps_a_deferred_node(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    graph = _build_deferred_after_interrupt(sync_checkpointer)
+    config = _thread("t")
+    graph.invoke(_both("in"), config)
+
+    graph.update_state(graph.get_state(config).config, _both("u"), as_node="c")
+    graph.invoke(None, config)
+
+    state = graph.get_state(config)
+    assert state.next == (), f"deferred node never ran, still pending: {state.next}"
+    assert state.values["log"] == state.values["plain"] == ["in", "a", "u", "b"]
+
+
+async def test_aupdate_state_with_the_head_checkpoint_id_keeps_a_deferred_node(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    graph = _build_deferred_after_interrupt(async_checkpointer)
+    config = _thread("t")
+    await graph.ainvoke(_both("in"), config)
+
+    await graph.aupdate_state(
+        (await graph.aget_state(config)).config, _both("u"), as_node="c"
+    )
+    await graph.ainvoke(None, config)
+
+    state = await graph.aget_state(config)
+    assert state.next == (), f"deferred node never ran, still pending: {state.next}"
+    assert state.values["log"] == state.values["plain"] == ["in", "a", "u", "b"]
+
+
+def test_turns_addressed_at_the_head_store_no_snapshot(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    config = _thread("t")
+    graph = _build(sync_checkpointer, "turn")
+    graph.invoke(_both("in-1"), config)
+    for turn in range(2, 5):
+        graph.invoke(_both(f"in-{turn}"), graph.get_state(config).config)
+
+    assert not _snapshotted_checkpoints(sync_checkpointer, config)
+    assert (
+        graph.get_state(config).values["log"] == graph.get_state(config).values["plain"]
+    )
+
+
+def test_resume_that_reruns_an_error_handler_drops_its_stored_writes(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    handled = threading.Event()
+    attempts = {"c": 0}
+
+    def fails(state: _State) -> dict:
+        raise RuntimeError("f always fails")
+
+    def handler(state: _State, error: NodeError) -> dict:
+        handled.set()
+        return _both("h")
+
+    def flaky(state: _State) -> dict:
+        attempts["c"] += 1
+        if attempts["c"] == 1:
+            assert handled.wait(5)
+            raise ValueError("c fails once")
+        return _both("c")
+
+    graph = (
+        StateGraph(_State)
+        .add_node("f", fails, error_handler=handler)
+        .add_node("c", flaky)
+        .add_edge(START, "f")
+        .add_edge(START, "c")
+        .compile(checkpointer=sync_checkpointer)
+    )
+    config = _thread("t")
+    with pytest.raises(ValueError):
+        graph.invoke(_both("in"), config, durability=durability)
+
+    live = graph.invoke(None, config, durability=durability)
+
+    state = graph.get_state(config)
+    assert state.values["log"] == state.values["plain"] == live["log"]
diff --git a/libs/langgraph/tests/test_delta_channel_subgraph.py b/libs/langgraph/tests/test_delta_channel_subgraph.py
new file mode 100644
index 000000000..097e4355d
--- /dev/null
+++ b/libs/langgraph/tests/test_delta_channel_subgraph.py
@@ -0,0 +1,496 @@
+import operator
+from typing import Annotated, Any, Literal
+
+import pytest
+from langchain_core.runnables import RunnableConfig
+from langgraph.checkpoint.base import BaseCheckpointSaver
+from langgraph.checkpoint.memory import InMemorySaver
+from typing_extensions import TypedDict
+
+from langgraph._internal._constants import CONFIG_KEY_CHECKPOINTER
+from langgraph.channels.delta import DeltaChannel
+from langgraph.graph import END, START, StateGraph
+from langgraph.pregel._checkpoint import (
+    achannels_from_checkpoint,
+    channels_from_checkpoint,
+    empty_checkpoint,
+)
+
+pytestmark = pytest.mark.anyio
+
+
+def _extend(state: list | None, writes: list[Any]) -> list:
+    out = list(state or [])
+    for write in writes:
+        out.extend(write if isinstance(write, list) else [write])
+    return out
+
+
+def _state_schema(snapshot_frequency: int = 1000) -> type:
+    class State(TypedDict, total=False):
+        delta: Annotated[
+            list, DeltaChannel(_extend, snapshot_frequency=snapshot_frequency)
+        ]
+        plain: Annotated[list, operator.add]
+
+    return State
+
+
+def _both(*items: str) -> dict:
+    return {"delta": list(items), "plain": list(items)}
+
+
+def _child_builder(*, snapshot_frequency: int = 1000) -> StateGraph:
+    builder = StateGraph(_state_schema(snapshot_frequency))
+    builder.add_node("a", lambda state: _both("a1"))
+    builder.add_node("b", lambda state: _both("b1", "b2"))
+    builder.add_edge(START, "a")
+    builder.add_edge("a", "b")
+    builder.add_edge("b", END)
+    return builder
+
+
+def _wrap(
+    inner: StateGraph,
+    *,
+    checkpointer: bool | None = None,
+    interrupt_before: list[str] | None = None,
+) -> StateGraph:
+    builder = StateGraph(inner.state_schema)
+    builder.add_node(
+        "child",
+        inner.compile(checkpointer=checkpointer, interrupt_before=interrupt_before),
+    )
+    builder.add_edge(START, "child")
+    builder.add_edge("child", END)
+    return builder
+
+
+def _nested_app(
+    checkpointer: BaseCheckpointSaver,
+    *,
+    depth: int = 1,
+    snapshot_frequency: int = 1000,
+    pause_before_b: bool = False,
+    subgraph_checkpointer: bool | None = None,
+) -> Any:
+    graph = _child_builder(snapshot_frequency=snapshot_frequency)
+    for _ in range(depth):
+        graph = _wrap(
+            graph,
+            checkpointer=subgraph_checkpointer,
+            interrupt_before=["b"] if pause_before_b else None,
+        )
+    return graph.compile(checkpointer=checkpointer)
+
+
+def _scoped(config: dict, namespace: str) -> dict:
+    return {"configurable": {**config["configurable"], "checkpoint_ns": namespace}}
+
+
+def _child_namespace(app: Any, config: dict, *, depth: int = 1) -> str:
+    namespace = ""
+    for level in range(depth):
+        scoped = _scoped(config, namespace) if namespace else config
+        namespace = next(
+            (
+                task.state["configurable"]["checkpoint_ns"]
+                for snapshot in app.get_state_history(scoped)
+                for task in snapshot.tasks
+                if task.name == "child" and isinstance(task.state, dict)
+            ),
+            "",
+        )
+        assert namespace, f"no `child` subgraph task at nesting level {level}"
+    return namespace
+
+
+async def _achild_namespace(app: Any, config: dict) -> str:
+    async for snapshot in app.aget_state_history(config):
+        for task in snapshot.tasks:
+            if task.name == "child" and isinstance(task.state, dict):
+                return task.state["configurable"]["checkpoint_ns"]
+    raise AssertionError("no `child` subgraph task")
+
+
+HISTORY = [_both("a1", "b1", "b2"), _both("a1"), _both(), _both()]
+
+
+def test_subgraph_get_state(sync_checkpointer: BaseCheckpointSaver) -> None:
+    app = _nested_app(sync_checkpointer)
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    child = _scoped(config, _child_namespace(app, config))
+
+    assert app.get_state(config).values == _both("a1", "b1", "b2")
+    assert app.get_state(child).values == _both("a1", "b1", "b2")
+
+
+async def test_subgraph_aget_state(async_checkpointer: BaseCheckpointSaver) -> None:
+    app = _nested_app(async_checkpointer)
+    config = {"configurable": {"thread_id": "1"}}
+    await app.ainvoke({}, config)
+
+    child = _scoped(config, await _achild_namespace(app, config))
+
+    assert (await app.aget_state(child)).values == _both("a1", "b1", "b2")
+
+
+def test_subgraph_get_state_history(sync_checkpointer: BaseCheckpointSaver) -> None:
+    app = _nested_app(sync_checkpointer)
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    child = _scoped(config, _child_namespace(app, config))
+
+    assert [s.values for s in app.get_state_history(child)] == HISTORY
+
+
+async def test_subgraph_aget_state_history(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _nested_app(async_checkpointer)
+    config = {"configurable": {"thread_id": "1"}}
+    await app.ainvoke({}, config)
+
+    child = _scoped(config, await _achild_namespace(app, config))
+
+    assert [s.values async for s in app.aget_state_history(child)] == HISTORY
+
+
+def test_doubly_nested_subgraph_get_state(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _nested_app(sync_checkpointer, depth=2)
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    child = _scoped(config, _child_namespace(app, config, depth=2))
+
+    assert app.get_state(child).values == _both("a1", "b1", "b2")
+
+
+@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
+def test_interrupted_subgraph_task_state(
+    sync_checkpointer: BaseCheckpointSaver,
+    persistence: Literal["per-invocation", "per-thread"],
+) -> None:
+    app = _nested_app(
+        sync_checkpointer,
+        pause_before_b=True,
+        subgraph_checkpointer=True if persistence == "per-thread" else None,
+    )
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    (task,) = app.get_state(config, subgraphs=True).tasks
+
+    assert task.state.values == _both("a1")
+
+
+@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
+async def test_interrupted_subgraph_task_state_async(
+    async_checkpointer: BaseCheckpointSaver,
+    persistence: Literal["per-invocation", "per-thread"],
+) -> None:
+    app = _nested_app(
+        async_checkpointer,
+        pause_before_b=True,
+        subgraph_checkpointer=True if persistence == "per-thread" else None,
+    )
+    config = {"configurable": {"thread_id": "1"}}
+    await app.ainvoke({}, config)
+
+    (task,) = (await app.aget_state(config, subgraphs=True)).tasks
+
+    assert task.state.values == _both("a1")
+
+
+@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
+def test_interrupted_subgraph_history_from_its_task_config(
+    sync_checkpointer: BaseCheckpointSaver,
+    persistence: Literal["per-invocation", "per-thread"],
+) -> None:
+    app = _nested_app(
+        sync_checkpointer,
+        pause_before_b=True,
+        subgraph_checkpointer=True if persistence == "per-thread" else None,
+    )
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+    (task,) = app.get_state(config).tasks
+
+    history = list(app.get_state_history(task.state))
+
+    assert [snapshot.values for snapshot in history][:1] == [_both("a1")]
+
+
+@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
+async def test_interrupted_subgraph_ahistory_from_its_task_config(
+    async_checkpointer: BaseCheckpointSaver,
+    persistence: Literal["per-invocation", "per-thread"],
+) -> None:
+    app = _nested_app(
+        async_checkpointer,
+        pause_before_b=True,
+        subgraph_checkpointer=True if persistence == "per-thread" else None,
+    )
+    config = {"configurable": {"thread_id": "1"}}
+    await app.ainvoke({}, config)
+    (task,) = (await app.aget_state(config)).tasks
+
+    history = [snapshot async for snapshot in app.aget_state_history(task.state)]
+
+    assert [snapshot.values for snapshot in history][:1] == [_both("a1")]
+
+
+@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
+def test_interrupted_subgraph_update_state_from_its_task_config(
+    sync_checkpointer: BaseCheckpointSaver,
+    persistence: Literal["per-invocation", "per-thread"],
+) -> None:
+    app = _nested_app(
+        sync_checkpointer,
+        pause_before_b=True,
+        subgraph_checkpointer=True if persistence == "per-thread" else None,
+    )
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+    (task,) = app.get_state(config).tasks
+
+    app.update_state(task.state, _both("edit"), as_node="a")
+
+    (task,) = app.get_state(config, subgraphs=True).tasks
+    assert task.state.values == _both("a1", "edit")
+
+
+@pytest.mark.parametrize("persistence", ["per-invocation", "per-thread"])
+async def test_interrupted_subgraph_aupdate_state_from_its_task_config(
+    async_checkpointer: BaseCheckpointSaver,
+    persistence: Literal["per-invocation", "per-thread"],
+) -> None:
+    app = _nested_app(
+        async_checkpointer,
+        pause_before_b=True,
+        subgraph_checkpointer=True if persistence == "per-thread" else None,
+    )
+    config = {"configurable": {"thread_id": "1"}}
+    await app.ainvoke({}, config)
+    (task,) = (await app.aget_state(config)).tasks
+
+    await app.aupdate_state(task.state, _both("edit"), as_node="a")
+
+    (task,) = (await app.aget_state(config, subgraphs=True)).tasks
+    assert task.state.values == _both("a1", "edit")
+
+
+def test_subgraph_update_state_keeps_history(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _nested_app(sync_checkpointer, snapshot_frequency=2)
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    child = _scoped(config, _child_namespace(app, config))
+    app.update_state(child, _both("manual"))
+
+    assert app.get_state(child).values == _both("a1", "b1", "b2", "manual")
+
+
+async def test_subgraph_aupdate_state_keeps_history(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _nested_app(async_checkpointer, snapshot_frequency=2)
+    config = {"configurable": {"thread_id": "1"}}
+    await app.ainvoke({}, config)
+
+    child = _scoped(config, await _achild_namespace(app, config))
+    await app.aupdate_state(child, _both("manual"))
+
+    assert (await app.aget_state(child)).values == _both("a1", "b1", "b2", "manual")
+
+
+def test_stateless_subgraph_persists_nothing(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _nested_app(sync_checkpointer, subgraph_checkpointer=False)
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    child_tasks = [
+        task
+        for snapshot in app.get_state_history(config)
+        for task in snapshot.tasks
+        if task.name == "child" and isinstance(task.state, dict)
+    ]
+
+    assert child_tasks == []
+    assert app.get_state(config).values == _both("a1", "b1", "b2")
+
+
+def test_completed_subgraph_exposes_no_task_state(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _nested_app(sync_checkpointer)
+    config = {"configurable": {"thread_id": "1"}}
+    app.invoke({}, config)
+
+    assert app.get_state(config, subgraphs=True).tasks == ()
+
+
+def _written_delta_checkpoint() -> Any:
+    checkpoint = empty_checkpoint()
+    checkpoint["channel_versions"]["delta"] = 1
+    return checkpoint
+
+
+def test_hydrating_written_delta_channel_without_saver_raises() -> None:
+    with pytest.raises(ValueError, match="no checkpointer"):
+        channels_from_checkpoint(
+            {"delta": DeltaChannel(_extend)}, _written_delta_checkpoint()
+        )
+
+
+async def test_ahydrating_written_delta_channel_without_saver_raises() -> None:
+    with pytest.raises(ValueError, match="no checkpointer"):
+        await achannels_from_checkpoint(
+            {"delta": DeltaChannel(_extend)}, _written_delta_checkpoint()
+        )
+
+
+def test_hydrating_written_delta_channel_without_config_raises() -> None:
+    with pytest.raises(ValueError, match="no checkpointer"):
+        channels_from_checkpoint(
+            {"delta": DeltaChannel(_extend)},
+            _written_delta_checkpoint(),
+            saver=InMemorySaver(),
+        )
+
+
+def test_hydrating_unwritten_delta_channel_without_saver_is_empty() -> None:
+    channels, _ = channels_from_checkpoint(
+        {"delta": DeltaChannel(_extend)}, empty_checkpoint()
+    )
+    assert channels["delta"].get() == []
+
+
+def test_root_checkpointer_true_graph_state_read_raises() -> None:
+    app = _child_builder().compile(checkpointer=True)
+    with pytest.raises(RuntimeError, match="checkpointer=True cannot be used"):
+        app.get_state({"configurable": {"thread_id": "1"}})
+
+
+def test_stateless_graph_update_state_ignores_lent_saver() -> None:
+    saver = InMemorySaver()
+    app = _child_builder().compile(checkpointer=False)
+    config = {
+        "configurable": {
+            "thread_id": "1",
+            "checkpoint_ns": "child:1",
+            CONFIG_KEY_CHECKPOINTER: saver,
+        }
+    }
+    with pytest.raises(ValueError, match="No checkpointer set"):
+        app.update_state(config, _both("x"), as_node="a")
+    assert list(saver.list(None)) == []
+
+
+def test_graph_without_a_checkpointer_reads_through_a_lent_saver(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _child_builder().compile()
+    config = {
+        "configurable": {"thread_id": "1", CONFIG_KEY_CHECKPOINTER: sync_checkpointer}
+    }
+    app.invoke(_both("in"), config)
+
+    assert app.get_state(config).values == _both("in", "a1", "b1", "b2")
+    app.update_state(config, _both("edit"), as_node="b")
+    assert app.get_state(config).values == _both("in", "a1", "b1", "b2", "edit")
+    assert next(iter(app.get_state_history(config))).values == _both(
+        "in", "a1", "b1", "b2", "edit"
+    )
+
+
+async def test_graph_without_a_checkpointer_areads_through_a_lent_saver(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    app = _child_builder().compile()
+    config = {
+        "configurable": {"thread_id": "1", CONFIG_KEY_CHECKPOINTER: async_checkpointer}
+    }
+    await app.ainvoke(_both("in"), config)
+
+    assert (await app.aget_state(config)).values == _both("in", "a1", "b1", "b2")
+    await app.aupdate_state(config, _both("edit"), as_node="b")
+    assert (await app.aget_state(config)).values == _both(
+        "in", "a1", "b1", "b2", "edit"
+    )
+    history = [s async for s in app.aget_state_history(config)]
+    assert history[0].values == _both("in", "a1", "b1", "b2", "edit")
+
+
+def test_second_call_of_a_checkpointer_true_subgraph_reads_its_own_history(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    child = _child_builder().compile(checkpointer=True)
+
+    def node(state: dict) -> dict:
+        child.invoke(_both("first"))
+        child.invoke(_both("second"))
+        return {}
+
+    builder = StateGraph(_state_schema())
+    builder.add_node("node", node)
+    builder.add_edge(START, "node")
+    builder.compile(checkpointer=sync_checkpointer).invoke(
+        _both(), {"configurable": {"thread_id": "1"}}
+    )
+
+    def read(namespace: str) -> dict:
+        return child.get_state(
+            {
+                "configurable": {
+                    "thread_id": "1",
+                    "checkpoint_ns": namespace,
+                    CONFIG_KEY_CHECKPOINTER: sync_checkpointer,
+                }
+            }
+        ).values
+
+    assert read("node") == _both("first", "a1", "b1", "b2")
+    assert read("node|1") == _both("second", "a1", "b1", "b2")
+
+
+async def test_second_call_of_a_checkpointer_true_subgraph_areads_its_own_history(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    child = _child_builder().compile(checkpointer=True)
+
+    async def node(state: dict, config: RunnableConfig) -> dict:
+        await child.ainvoke(_both("first"), config)
+        await child.ainvoke(_both("second"), config)
+        return {}
+
+    builder = StateGraph(_state_schema())
+    builder.add_node("node", node)
+    builder.add_edge(START, "node")
+    await builder.compile(checkpointer=async_checkpointer).ainvoke(
+        _both(), {"configurable": {"thread_id": "1"}}
+    )
+
+    async def read(namespace: str) -> dict:
+        snapshot = await child.aget_state(
+            {
+                "configurable": {
+                    "thread_id": "1",
+                    "checkpoint_ns": namespace,
+                    CONFIG_KEY_CHECKPOINTER: async_checkpointer,
+                }
+            }
+        )
+        return snapshot.values
+
+    assert await read("node") == _both("first", "a1", "b1", "b2")
+    assert await read("node|1") == _both("second", "a1", "b1", "b2")
diff --git a/libs/langgraph/tests/test_delta_channel_supersteps_bound.py b/libs/langgraph/tests/test_delta_channel_supersteps_bound.py
index a2c3a2776..098fe78f4 100644
--- a/libs/langgraph/tests/test_delta_channel_supersteps_bound.py
+++ b/libs/langgraph/tests/test_delta_channel_supersteps_bound.py
@@ -94,6 +94,28 @@ async def test_forced_snapshot_single_run() -> None:
         assert "seed-a" in state.values["a"]
 
 
+async def test_supersteps_bound_skips_a_channel_never_written() -> None:
+    with patch(
+        "langgraph.pregel._checkpoint.DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT",
+        3,
+    ):
+        saver = InMemorySaver()
+        graph = _build_two_channel_graph(saver, n_loops=4)
+        config = {"configurable": {"thread_id": "never-written"}}
+
+        graph.invoke({"a": ["seed-a"]}, config)
+
+        minted = [
+            t.config["configurable"]["checkpoint_id"]
+            for t in saver.list(config)
+            if "b" in t.checkpoint["channel_versions"]
+        ]
+        assert not minted, (
+            f"b was never written, but {len(minted)} checkpoints minted it a version"
+        )
+        assert graph.get_state(config).values["b"] == []
+
+
 async def test_forced_snapshot_accumulates_across_runs() -> None:
     """Supersteps counter for an unwritten channel persists across separate
     invoke() calls. After enough runs, the channel is force-snapshotted."""
@@ -139,13 +161,17 @@ async def test_predicate_fires_on_supersteps_overflow() -> None:
     channels = {"x": ch_instance}
     counters: dict[str, tuple[int, int]] = {"x": (0, 5000)}
 
-    result = delta_channels_to_snapshot(channels, counters)
+    result = delta_channels_to_snapshot(channels, counters, {"x": 1})
     assert "x" in result
 
     counters_below: dict[str, tuple[int, int]] = {"x": (0, 4999)}
-    result2 = delta_channels_to_snapshot(channels, counters_below)
+    result2 = delta_channels_to_snapshot(channels, counters_below, {"x": 1})
     assert "x" not in result2
 
+    assert not delta_channels_to_snapshot(channels, counters, {}), (
+        "a channel with no version was never written, so it has nothing to snapshot"
+    )
+
 
 async def test_counter_reset_after_supersteps_snapshot() -> None:
     """After the supersteps bound triggers a snapshot, the counters for
diff --git a/libs/langgraph/tests/test_delta_channel_update_state.py b/libs/langgraph/tests/test_delta_channel_update_state.py
index da6db40f6..62475deeb 100644
--- a/libs/langgraph/tests/test_delta_channel_update_state.py
+++ b/libs/langgraph/tests/test_delta_channel_update_state.py
@@ -113,6 +113,37 @@ def test_fresh_update_state_head_snapshots_delta_channel() -> None:
     assert "counters_since_delta_snapshot" not in head.metadata
 
 
+def test_fresh_update_state_stores_nothing_for_a_delta_channel_it_did_not_write() -> (
+    None
+):
+    saver = InMemorySaver()
+    State = TypedDict(  # type: ignore[call-overload]  # noqa: UP013
+        "State",
+        {
+            "messages": Annotated[list, DeltaChannel(_messages_delta_reducer)],
+            "notes": Annotated[list, DeltaChannel(_messages_delta_reducer)],
+        },
+    )
+    graph = (
+        StateGraph(State)
+        .add_node("model", lambda state: {})
+        .add_edge(START, "model")
+        .compile(checkpointer=saver)
+    )
+    config = {"configurable": {"thread_id": "fresh-unwritten"}}
+
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="hello", id="m1")]},
+        as_node="model",
+    )
+
+    head = saver.get_tuple(config)
+    assert head is not None
+    assert "notes" not in head.checkpoint["channel_versions"]
+    assert graph.get_state(config).values["notes"] == []
+
+
 # ---------------------------------------------------------------------------
 # Non-fresh thread: update_state after invoke
 # ---------------------------------------------------------------------------
@@ -338,3 +369,29 @@ def test_state_history_chain_after_fresh_update_state_delta_channel() -> None:
     assert update_snapshot.metadata["step"] == 0
     assert update_snapshot.parent_config is None
     assert [m.content for m in update_snapshot.values["messages"]] == ["hello"]
+
+
+def test_update_state_that_snapshots_keeps_a_deferred_node_pending() -> None:
+    channel = DeltaChannel(_messages_delta_reducer, snapshot_frequency=1)
+
+    class State(TypedDict):
+        messages: Annotated[list, channel]
+
+    builder = StateGraph(State)
+    builder.add_node("a", lambda state: {"messages": [HumanMessage("a", id="a")]})
+    builder.add_node(
+        "b", lambda state: {"messages": [HumanMessage("b", id="b")]}, defer=True
+    )
+    builder.add_node("c", lambda state: {})
+    builder.add_edge(START, "a")
+    builder.add_edge("a", "b")
+    builder.add_edge("a", "c")
+    graph = builder.compile(checkpointer=InMemorySaver(), interrupt_after=["a"])
+    config = {"configurable": {"thread_id": "t"}}
+    graph.invoke({"messages": [HumanMessage("s", id="s")]}, config)
+
+    graph.update_state(config, {"messages": [HumanMessage("u", id="u")]}, as_node="c")
+    final = graph.invoke(None, config)
+
+    assert [m.content for m in final["messages"]] == ["s", "a", "u", "b"]
+    assert graph.get_state(config).next == ()
diff --git a/libs/langgraph/tests/test_interrupt_state.py b/libs/langgraph/tests/test_interrupt_state.py
new file mode 100644
index 000000000..882d254b4
--- /dev/null
+++ b/libs/langgraph/tests/test_interrupt_state.py
@@ -0,0 +1,534 @@
+"""State reads while some tasks of a superstep are finished and others are paused.
+
+When parallel tasks each call `interrupt()` and only some of them are resumed,
+the superstep stays open. Its recorded writes then contain the old interrupt of
+each finished task next to that task's output. These tests check that state
+reads, which are rebuilt from the checkpointer, report only the interrupts that
+still need an answer.
+"""
+
+import operator
+import sys
+import uuid
+from collections import Counter
+from typing import Annotated, Any
+
+import pytest
+from langgraph.checkpoint.base import BaseCheckpointSaver
+from typing_extensions import TypedDict
+
+from langgraph._internal._constants import (
+    ERROR,
+    INTERRUPT,
+    NO_WRITES,
+    NULL_TASK_ID,
+    RESUME,
+    RETURN,
+)
+from langgraph.func import entrypoint, task
+from langgraph.graph import END, START, StateGraph
+from langgraph.pregel._task_status import read_task_statuses
+from langgraph.types import Command, Durability, Interrupt, Send, interrupt
+
+pytestmark = pytest.mark.anyio
+
+NEEDS_CONTEXTVARS = pytest.mark.skipif(
+    sys.version_info < (3, 11),
+    reason="Python 3.11+ is required for async contextvars support",
+)
+
+
+class State(TypedDict, total=False):
+    log: Annotated[list[str], operator.add]
+    count: int
+
+
+def _config() -> dict[str, Any]:
+    return {"configurable": {"thread_id": str(uuid.uuid4())}}
+
+
+def _build_parallel(
+    checkpointer: BaseCheckpointSaver,
+    calls: Counter[str],
+    *,
+    a_questions: int = 1,
+    a_returns: Any = "log",
+):
+    """Build a graph where nodes `a` and `b` start in parallel and both ask questions.
+
+    `a` asks `a_questions` questions in a row. `a_returns` controls what `a`
+    returns after its last answer. The default `"log"` returns the answers in
+    `log`. Any other value is returned as-is.
+    """
+
+    def a(state: State) -> Any:
+        calls["a"] += 1
+        answers = [interrupt(f"A{i + 1}") for i in range(a_questions)]
+        if a_returns == "log":
+            return {"log": [f"a:{answer}" for answer in answers]}
+        return a_returns
+
+    def b(state: State) -> State:
+        calls["b"] += 1
+        return {"log": [f"b:{interrupt('B')}"]}
+
+    builder = StateGraph(State)
+    builder.add_node("a", a)
+    builder.add_node("b", b)
+    builder.add_edge(START, "a")
+    builder.add_edge(START, "b")
+    builder.add_edge("a", END)
+    builder.add_edge("b", END)
+    return builder.compile(checkpointer=checkpointer)
+
+
+def _interrupt_by_value(snapshot: Any, value: str) -> Interrupt:
+    return next(i for i in snapshot.interrupts if i.value == value)
+
+
+def _task(snapshot: Any, name: str) -> Any:
+    return next(t for t in snapshot.tasks if t.name == name)
+
+
+def _interrupt_values(interrupts: Any) -> list[str]:
+    return sorted(i.value for i in interrupts)
+
+
+# --- Task A answered and finished, task B still paused ---
+
+
+def test_finished_task_does_not_report_answered_interrupt(
+    sync_checkpointer: BaseCheckpointSaver, durability: Durability
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(sync_checkpointer, calls)
+    config = _config()
+
+    graph.invoke({"log": []}, config, durability=durability)
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["A1", "B"]
+
+    graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}),
+        config,
+        durability=durability,
+    )
+
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["B"]
+    assert snapshot.next == ("b",)
+    assert _task(snapshot, "a").interrupts == ()
+    assert _task(snapshot, "a").result == {"log": ["a:yes"]}
+    assert _interrupt_values(_task(snapshot, "b").interrupts) == ["B"]
+    assert _task(snapshot, "b").result is None
+
+    # Reading the same checkpoint by id gives the record of the step: every task
+    # in it, and every question asked, including the one A already answered.
+    record = graph.get_state(snapshot.config)
+    assert sorted(record.next) == ["a", "b"]
+    assert _interrupt_values(record.interrupts) == ["A1", "B"]
+    assert _interrupt_values(_task(record, "a").interrupts) == ["A1"]
+    assert _task(record, "a").result == {"log": ["a:yes"]}
+
+    # B can still be answered, and the graph finishes normally.
+    result = graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}),
+        config,
+        durability=durability,
+    )
+    assert sorted(result["log"]) == ["a:yes", "b:ok"]
+    assert calls == {"a": 2, "b": 3}
+    snapshot = graph.get_state(config)
+    assert snapshot.next == ()
+    assert snapshot.interrupts == ()
+
+    # History still shows where each question was asked.
+    asked = [
+        _interrupt_values(s.interrupts)
+        for s in graph.get_state_history(config)
+        if s.interrupts
+    ]
+    if durability != "exit":
+        assert asked == [["A1", "B"]]
+
+
+@NEEDS_CONTEXTVARS
+async def test_finished_task_does_not_report_answered_interrupt_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(async_checkpointer, calls)
+    config = _config()
+
+    await graph.ainvoke({"log": []}, config)
+    snapshot = await graph.aget_state(config)
+    await graph.ainvoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}), config
+    )
+
+    snapshot = await graph.aget_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["B"]
+    assert snapshot.next == ("b",)
+    assert _task(snapshot, "a").interrupts == ()
+    assert _task(snapshot, "a").result == {"log": ["a:yes"]}
+    assert _interrupt_values(_task(snapshot, "b").interrupts) == ["B"]
+
+    record = await graph.aget_state(snapshot.config)
+    assert _interrupt_values(record.interrupts) == ["A1", "B"]
+    assert _interrupt_values(_task(record, "a").interrupts) == ["A1"]
+
+    result = await graph.ainvoke(
+        Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config
+    )
+    assert sorted(result["log"]) == ["a:yes", "b:ok"]
+    assert calls == {"a": 2, "b": 3}
+
+
+# --- Task A answered its first question and asked a second one ---
+
+
+def test_task_paused_at_second_question_stays_pending(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(sync_checkpointer, calls, a_questions=2)
+    config = _config()
+
+    graph.invoke({"log": []}, config)
+    snapshot = graph.get_state(config)
+    graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
+    )
+
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["A2", "B"]
+    # A is not finished: it has a saved answer, but no output.
+    assert sorted(snapshot.next) == ["a", "b"]
+    assert _interrupt_values(_task(snapshot, "a").interrupts) == ["A2"]
+    assert _task(snapshot, "a").result is None
+    assert _interrupt_values(_task(snapshot, "b").interrupts) == ["B"]
+
+    # Both remaining questions can be answered together.
+    result = graph.invoke(
+        Command(
+            resume={
+                _interrupt_by_value(snapshot, "A2").id: "two",
+                _interrupt_by_value(snapshot, "B").id: "ok",
+            }
+        ),
+        config,
+    )
+    assert sorted(result["log"]) == ["a:one", "a:two", "b:ok"]
+    snapshot = graph.get_state(config)
+    assert snapshot.next == ()
+    assert snapshot.interrupts == ()
+
+
+@NEEDS_CONTEXTVARS
+async def test_task_paused_at_second_question_stays_pending_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(async_checkpointer, calls, a_questions=2)
+    config = _config()
+
+    await graph.ainvoke({"log": []}, config)
+    snapshot = await graph.aget_state(config)
+    await graph.ainvoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
+    )
+
+    snapshot = await graph.aget_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["A2", "B"]
+    assert sorted(snapshot.next) == ["a", "b"]
+    assert _interrupt_values(_task(snapshot, "a").interrupts) == ["A2"]
+    assert _task(snapshot, "a").result is None
+
+
+def test_task_paused_at_second_question_then_other_task_finishes(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(sync_checkpointer, calls, a_questions=2)
+    config = _config()
+
+    graph.invoke({"log": []}, config)
+    snapshot = graph.get_state(config)
+    graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
+    )
+    snapshot = graph.get_state(config)
+    graph.invoke(Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config)
+
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["A2"]
+    assert snapshot.next == ("a",)
+    assert _task(snapshot, "b").interrupts == ()
+    assert _task(snapshot, "b").result == {"log": ["b:ok"]}
+
+    result = graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A2").id: "two"}), config
+    )
+    assert sorted(result["log"]) == ["a:one", "a:two", "b:ok"]
+
+
+def test_resume_without_id_rejected_when_second_question_and_other_task_pending(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(sync_checkpointer, calls, a_questions=2)
+    config = _config()
+
+    graph.invoke({"log": []}, config)
+    snapshot = graph.get_state(config)
+    graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "one"}), config
+    )
+
+    # A2 and B are both waiting, so a resume value without an id is ambiguous.
+    with pytest.raises(RuntimeError, match="multiple pending interrupts"):
+        graph.invoke(Command(resume="ambiguous"), config)
+
+
+def test_resume_without_id_rejected_when_subgraph_has_parallel_interrupts(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    # A subgraph node whose child graph pauses in two parallel nodes records
+    # both interrupts under one parent task. Both count as pending, so a resume
+    # value without an id is ambiguous. (Before, only the first was counted and
+    # the value went to whichever interrupt consumed it first.)
+    child_builder = StateGraph(State)
+    child_builder.add_node("a", lambda s: {"log": [f"a:{interrupt('A')}"]})
+    child_builder.add_node("b", lambda s: {"log": [f"b:{interrupt('B')}"]})
+    child_builder.add_edge(START, "a")
+    child_builder.add_edge(START, "b")
+
+    builder = StateGraph(State)
+    builder.add_node("child", child_builder.compile())
+    builder.add_edge(START, "child")
+    graph = builder.compile(checkpointer=sync_checkpointer)
+    config = _config()
+
+    graph.invoke({"log": []}, config)
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["A", "B"]
+
+    with pytest.raises(RuntimeError, match="multiple pending interrupts"):
+        graph.invoke(Command(resume="ambiguous"), config)
+
+    result = graph.invoke(
+        Command(
+            resume={
+                _interrupt_by_value(snapshot, "A").id: "x",
+                _interrupt_by_value(snapshot, "B").id: "y",
+            }
+        ),
+        config,
+    )
+    assert sorted(result["log"]) == ["a:x", "b:y"]
+
+
+# --- Task A finished with an empty or falsy result ---
+
+
+@pytest.mark.parametrize(
+    "a_returns",
+    [None, {}, {"count": 0}, {"log": []}],
+    ids=["none", "empty_dict", "zero", "empty_list"],
+)
+def test_task_finished_with_falsy_result(
+    sync_checkpointer: BaseCheckpointSaver, a_returns: Any
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(sync_checkpointer, calls, a_returns=a_returns)
+    config = _config()
+
+    graph.invoke({"log": []}, config)
+    snapshot = graph.get_state(config)
+    graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}), config
+    )
+
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["B"]
+    assert snapshot.next == ("b",)
+    assert _task(snapshot, "a").interrupts == ()
+
+    graph.invoke(Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config)
+    # A already finished, so resuming B must not run A again.
+    assert calls == {"a": 2, "b": 3}
+    snapshot = graph.get_state(config)
+    assert snapshot.next == ()
+    assert snapshot.interrupts == ()
+
+
+@pytest.mark.parametrize("a_returns", [None, {"count": 0}], ids=["none", "zero"])
+@NEEDS_CONTEXTVARS
+async def test_task_finished_with_falsy_result_async(
+    async_checkpointer: BaseCheckpointSaver, a_returns: Any
+) -> None:
+    calls: Counter[str] = Counter()
+    graph = _build_parallel(async_checkpointer, calls, a_returns=a_returns)
+    config = _config()
+
+    await graph.ainvoke({"log": []}, config)
+    snapshot = await graph.aget_state(config)
+    await graph.ainvoke(
+        Command(resume={_interrupt_by_value(snapshot, "A1").id: "yes"}), config
+    )
+
+    snapshot = await graph.aget_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["B"]
+    assert snapshot.next == ("b",)
+    assert _task(snapshot, "a").interrupts == ()
+
+    await graph.ainvoke(
+        Command(resume={_interrupt_by_value(snapshot, "B").id: "ok"}), config
+    )
+    assert calls == {"a": 2, "b": 3}
+
+
+# --- Subgraphs and the functional API ---
+
+
+def test_parallel_subgraphs_report_only_pending_interrupts(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    class ChildState(TypedDict):
+        prompt: str
+        answers: Annotated[list[str], operator.add]
+
+    def ask(state: ChildState) -> dict[str, Any]:
+        return {"answers": [interrupt(state["prompt"])]}
+
+    child_builder = StateGraph(ChildState)
+    child_builder.add_node("ask", ask)
+    child_builder.add_edge(START, "ask")
+    child = child_builder.compile()
+
+    class ParentState(TypedDict):
+        answers: Annotated[list[str], operator.add]
+
+    builder = StateGraph(ParentState)
+    builder.add_node("child", child)
+    builder.add_conditional_edges(
+        START,
+        lambda _: [Send("child", {"prompt": p, "answers": []}) for p in ("a", "b")],
+        ["child"],
+    )
+    graph = builder.compile(checkpointer=sync_checkpointer)
+    config = _config()
+
+    graph.invoke({"answers": []}, config)
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["a", "b"]
+    graph.invoke(Command(resume={_interrupt_by_value(snapshot, "a").id: "x"}), config)
+
+    snapshot = graph.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["b"]
+    assert snapshot.next == ("child",)
+    finished = next(t for t in snapshot.tasks if t.result is not None)
+    assert finished.interrupts == ()
+    assert finished.result == {"answers": ["x"]}
+
+    result = graph.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "b").id: "y"}), config
+    )
+    assert sorted(result["answers"]) == ["x", "y"]
+
+
+def test_functional_task_finished_with_none_is_not_rerun(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    calls: Counter[str] = Counter()
+
+    @task
+    def ask_a() -> None:
+        calls["a"] += 1
+        interrupt("A")
+
+    @task
+    def ask_b() -> str:
+        calls["b"] += 1
+        return interrupt("B")
+
+    @entrypoint(checkpointer=sync_checkpointer)
+    def workflow(_: Any) -> list[Any]:
+        a, b = ask_a(), ask_b()
+        return [a.result(), b.result()]
+
+    config = _config()
+    workflow.invoke(1, config)
+    snapshot = workflow.get_state(config)
+    workflow.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "A").id: "x"}), config
+    )
+
+    snapshot = workflow.get_state(config)
+    assert _interrupt_values(snapshot.interrupts) == ["B"]
+
+    result = workflow.invoke(
+        Command(resume={_interrupt_by_value(snapshot, "B").id: "y"}), config
+    )
+    assert result == [None, "y"]
+    assert calls == {"a": 2, "b": 3}
+
+
+# --- Reading task status from recorded writes ---
+
+
+def test_read_task_statuses() -> None:
+    a1 = Interrupt(value="A1", id="a")
+    a2 = Interrupt(value="A2", id="a")
+    b = Interrupt(value="B", id="b")
+    error = ValueError("boom")
+
+    statuses = read_task_statuses(
+        [
+            # answered and finished: old interrupt stays recorded
+            ("finished", INTERRUPT, (a1,)),
+            ("finished", RESUME, ["yes"]),
+            ("finished", "log", ["a:yes"]),
+            # answered once, then paused at a second question
+            ("paused", INTERRUPT, (a2,)),
+            ("paused", RESUME, ["one"]),
+            # finished with no output
+            ("no_output", INTERRUPT, (b,)),
+            ("no_output", RESUME, ["ok"]),
+            ("no_output", NO_WRITES, None),
+            # functional task that returned None
+            ("returned_none", RETURN, None),
+            # failed
+            ("failed", ERROR, error),
+            # not a task
+            (NULL_TASK_ID, RESUME, "global"),
+        ]
+    )
+
+    assert set(statuses) == {
+        "finished",
+        "paused",
+        "no_output",
+        "returned_none",
+        "failed",
+    }
+
+    assert statuses["finished"].finished
+    assert statuses["finished"].interrupts == (a1,)
+    assert statuses["finished"].pending_interrupts == ()
+    assert statuses["finished"].output == (("log", ["a:yes"]),)
+
+    assert not statuses["paused"].finished
+    assert statuses["paused"].interrupts == (a2,)
+    assert statuses["paused"].pending_interrupts == (a2,)
+    assert statuses["paused"].output == ()
+
+    assert statuses["no_output"].finished
+    assert statuses["no_output"].interrupts == (b,)
+    assert statuses["no_output"].pending_interrupts == ()
+
+    assert statuses["returned_none"].finished
+    assert statuses["returned_none"].output == ((RETURN, None),)
+
+    assert not statuses["failed"].finished
+    assert statuses["failed"].error is error
diff --git a/libs/langgraph/tests/test_messages_state.py b/libs/langgraph/tests/test_messages_state.py
index f41552b16..a5775323f 100644
--- a/libs/langgraph/tests/test_messages_state.py
+++ b/libs/langgraph/tests/test_messages_state.py
@@ -152,6 +152,11 @@ def test_empty_inputs():
     ]
 
 
+def test_invalid_format():
+    with pytest.raises(ValueError, match="Unrecognized format="):
+        add_messages([], [], format="invalid")
+
+
 def test_non_list_inputs():
     left = HumanMessage(content="Hello", id="1")
     right = AIMessage(content="Hi there!", id="2")
diff --git a/libs/langgraph/tests/test_pregel.py b/libs/langgraph/tests/test_pregel.py
index 2e6661e04..bd76c5ea7 100644
--- a/libs/langgraph/tests/test_pregel.py
+++ b/libs/langgraph/tests/test_pregel.py
@@ -9410,6 +9410,192 @@ def test_fork_does_not_apply_pending_writes(
     assert result == {"value": 121}
 
 
+def _extend(state: list, writes: list[list]) -> list:
+    return [*state, *(v for write in writes for v in write)]
+
+
+class _IntVersionSaver(InMemorySaver):
+    """Integer versions tie exactly where `InMemorySaver`'s break at random."""
+
+    get_next_version = BaseCheckpointSaver.get_next_version
+
+
+def _build_chain_after_a_delta_channel() -> Pregel:
+    return Pregel(
+        nodes={
+            "a": NodeBuilder().subscribe_only("inp").do(lambda _: ["a"]).write_to("d"),
+            "b": NodeBuilder().subscribe_only("d").do(lambda _: "b").write_to("x"),
+            "c": NodeBuilder().subscribe_only("x").do(lambda _: "c").write_to("out"),
+        },
+        channels={
+            "inp": LastValue(str),
+            "d": DeltaChannel(_extend, snapshot_frequency=1),
+            "x": LastValue(str),
+            "out": LastValue(str),
+        },
+        input_channels=["inp"],
+        output_channels=["out"],
+        checkpointer=_IntVersionSaver(),
+    )
+
+
+def test_update_state_after_an_exit_snapshot_infers_the_last_writer() -> None:
+    graph = _build_chain_after_a_delta_channel()
+    config = {"configurable": {"thread_id": "t"}}
+    graph.invoke({"inp": "go"}, config, durability="exit")
+
+    graph.update_state(config, "u")
+
+    values = graph.get_state(config).values
+    assert values["out"] == "u", (
+        f"the update should apply as c, the last node to write, but state is {values}"
+    )
+
+
+async def test_aupdate_state_after_an_exit_snapshot_infers_the_last_writer() -> None:
+    graph = _build_chain_after_a_delta_channel()
+    config = {"configurable": {"thread_id": "t"}}
+    await graph.ainvoke({"inp": "go"}, config, durability="exit")
+
+    await graph.aupdate_state(config, "u")
+
+    values = (await graph.aget_state(config)).values
+    assert values["out"] == "u", (
+        f"the update should apply as c, the last node to write, but state is {values}"
+    )
+
+
+def test_update_state_after_a_fork_seal_infers_the_subscriber_that_ran() -> None:
+    graph = Pregel(
+        nodes={
+            "a": NodeBuilder()
+            .subscribe_only("inp")
+            .do(lambda _: ["a"])
+            .write_to("d", go="go"),
+            "c": NodeBuilder().subscribe_only("go").do(lambda _: ["c"]).write_to("d"),
+            "b": NodeBuilder().subscribe_only("d").do(lambda _: "b").write_to("out"),
+        },
+        channels={
+            "inp": LastValue(str),
+            "go": EphemeralValue(str),
+            "d": DeltaChannel(_extend),
+            "out": LastValue(str),
+        },
+        input_channels=["inp"],
+        output_channels=["out"],
+        checkpointer=_IntVersionSaver(),
+    )
+    config = {"configurable": {"thread_id": "t"}}
+    graph.invoke({"inp": "go"}, config)
+    base = next(s for s in graph.get_state_history(config) if s.metadata["step"] == 0)
+    graph.invoke(None, graph.update_state(base.config, "u", as_node="b"))
+
+    graph.update_state(config, "w")
+
+    values = graph.get_state(config).values
+    assert values["out"] == "w", (
+        f"the update should apply as b, the last node to run, but state is {values}"
+    )
+
+
+def test_update_state_after_a_fork_seal_infers_the_node_whose_read_it_advanced() -> (
+    None
+):
+    graph = Pregel(
+        nodes={
+            "a": NodeBuilder().subscribe_only("inp").do(lambda _: ["a"]).write_to("d"),
+            "b": NodeBuilder().subscribe_only("d").do(lambda _: "b").write_to("out"),
+        },
+        channels={
+            "inp": LastValue(str),
+            "d": DeltaChannel(_extend),
+            "out": LastValue(str),
+        },
+        input_channels=["inp"],
+        output_channels=["out"],
+        checkpointer=_IntVersionSaver(),
+    )
+    config = {"configurable": {"thread_id": "t"}}
+    graph.invoke({"inp": "1"}, config)
+    graph.invoke({"inp": "2"}, config)
+    base = next(s for s in graph.get_state_history(config) if s.next == ("a",))
+    fork = graph.update_state(base.config, "u", as_node="b")
+
+    graph.update_state(fork, "w")
+
+    values = graph.get_state(config).values
+    assert values["out"] == "w", (
+        f"the update should apply as b, the last node to read, but state is {values}"
+    )
+
+
+def test_update_state_after_a_snapshotting_update_infers_the_last_writer() -> None:
+    graph = _build_chain_after_a_delta_channel()
+    config = {"configurable": {"thread_id": "t"}}
+    graph.update_state(config, ["u"], as_node="a")
+    graph.invoke(None, config, interrupt_after=["b"])
+
+    graph.update_state(config, "u")
+
+    values = graph.get_state(config).values
+    assert values.get("x") == "u", (
+        f"the update should apply as b, the last node to write, but state is {values}"
+    )
+
+
+async def test_aupdate_state_after_a_snapshotting_update_infers_the_last_writer() -> (
+    None
+):
+    graph = _build_chain_after_a_delta_channel()
+    config = {"configurable": {"thread_id": "t"}}
+    await graph.aupdate_state(config, ["u"], as_node="a")
+    await graph.ainvoke(None, config, interrupt_after=["b"])
+
+    await graph.aupdate_state(config, "u")
+
+    values = (await graph.aget_state(config)).values
+    assert values.get("x") == "u", (
+        f"the update should apply as b, the last node to write, but state is {values}"
+    )
+
+
+class _UpdatesOnlyState(TypedDict):
+    x: Annotated[list[str], operator.add]
+
+
+def _graph_never_run() -> Any:
+    return (
+        StateGraph(_UpdatesOnlyState)
+        .add_node("a", lambda _: {"x": ["a"]})
+        .add_node("b", lambda _: {"x": ["b"]})
+        .add_edge(START, "a")
+        .add_edge("a", "b")
+        .compile(checkpointer=InMemorySaver())
+    )
+
+
+def test_update_state_on_a_thread_seeded_by_updates_applies_as_input() -> None:
+    graph = _graph_never_run()
+    config = {"configurable": {"thread_id": "t"}}
+    graph.update_state(config, {"x": ["u1"]})
+
+    graph.update_state(config, {"x": ["u2"]})
+
+    state = graph.get_state(config)
+    assert (state.values["x"], state.next) == (["u1", "u2"], ("a",))
+
+
+async def test_aupdate_state_on_a_thread_seeded_by_updates_applies_as_input() -> None:
+    graph = _graph_never_run()
+    config = {"configurable": {"thread_id": "t"}}
+    await graph.aupdate_state(config, {"x": ["u1"]})
+
+    await graph.aupdate_state(config, {"x": ["u2"]})
+
+    state = await graph.aget_state(config)
+    assert (state.values["x"], state.next) == (["u1", "u2"], ("a",))
+
+
 async def test_delta_channel_end_to_end_inmemory() -> None:
     """Full graph run: DeltaChannel accumulates correctly across multiple turns."""
 
diff --git a/libs/langgraph/tests/test_retry.py b/libs/langgraph/tests/test_retry.py
index aa48b0812..e7f1a8148 100644
--- a/libs/langgraph/tests/test_retry.py
+++ b/libs/langgraph/tests/test_retry.py
@@ -2755,6 +2755,7 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
 
     call_count = {"a": 0, "b": 0, "handler_a": 0, "handler_b": 0}
     handler_a_started = threading.Event()
+    handler_b_started = threading.Event()
 
     def node_a(state: State) -> State:
         call_count["a"] += 1
@@ -2775,6 +2776,7 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
         assert "a failed" in str(error.error)
         handler_a_started.set()
         if handler_should_fail[0]:
+            assert handler_b_started.wait(timeout=5), "handler_b never started"
             raise RuntimeError("handler_a crash")
         return {"results": [f"recovered_a:{error.node}"]}
 
@@ -2782,6 +2784,7 @@ def test_error_handler_resumes_after_crash_multiple_nodes():
         call_count["handler_b"] += 1
         assert error.node == "b"
         assert "b failed" in str(error.error)
+        handler_b_started.set()
         if handler_should_fail[0]:
             raise RuntimeError("handler_b crash")
         return {"results": [f"recovered_b:{error.node}"]}
diff --git a/libs/langgraph/uv.lock b/libs/langgraph/uv.lock
index 2d93cae4d..1706f3bff 100644
--- a/libs/langgraph/uv.lock
+++ b/libs/langgraph/uv.lock
@@ -1404,7 +1404,7 @@ wheels = [
 
 [[package]]
 name = "langchain-core"
-version = "1.6.1"
+version = "1.6.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -1418,9 +1418,9 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/90/12/aff76ca89c219ebe6f9dd3c5dbc4e3b1cf5450e9fc7037dccad23d45cd7a/langchain_core-1.6.1.tar.gz", hash = "sha256:1b156cb395aac4f009a8a1b38a574c7d948fe2d5f74c96e0d8a5017b4149e04f", size = 1003359, upload-time = "2026-08-27T19:31:14.956Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ed/ed/ceecd3bfcfc77a94cf30a9f1506e907fdea447458825e01914a72d2d1a6f/langchain_core-1.6.5.tar.gz", hash = "sha256:bdb059fef65473fd444558dbb18f50901657402c43ceed9dc0fdc7b76a393c6b", size = 1007041, upload-time = "2026-09-24T18:11:06.487Z" }
 wheels = [
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index 23566cb5a..935917af0 100644
--- a/libs/prebuilt/uv.lock
+++ b/libs/prebuilt/uv.lock
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     { name = "pytest-mock" },
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index 5f812718a..e7fc0904f 100644
--- a/libs/sdk-py/langgraph_sdk/auth/__init__.py
+++ b/libs/sdk-py/langgraph_sdk/auth/__init__.py
@@ -312,7 +312,7 @@ class _ActionHandler(typing.Protocol[V]):
     ) -> types.HandlerResult: ...
 
 
-T = typing.TypeVar("T", covariant=True)
+T = typing.TypeVar("T")
 
 
 class _ResourceActionOn(typing.Generic[T]):
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index 0df3b3ec4..b4c55bafb 100644
--- a/libs/sdk-py/pyproject.toml
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 ]
 lint = [
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+    "ruff==0.16.9",
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diff --git a/libs/sdk-py/uv.lock b/libs/sdk-py/uv.lock
index 8dc8c9423..5bd3b4ae2 100644
--- a/libs/sdk-py/uv.lock
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