diff --git a/libs/checkpoint/langgraph/checkpoint/memory/__init__.py b/libs/checkpoint/langgraph/checkpoint/memory/__init__.py
index da353c2b4..17829b7a0 100644
--- a/libs/checkpoint/langgraph/checkpoint/memory/__init__.py
+++ b/libs/checkpoint/langgraph/checkpoint/memory/__init__.py
@@ -123,13 +123,40 @@ class InMemorySaver(
     def _load_blobs(
         self, thread_id: str, checkpoint_ns: str, versions: ChannelVersions
     ) -> dict[str, Any]:
+        from langgraph.checkpoint.base import DiffChainValue
+
         channel_values: dict[str, Any] = {}
+        diff_channels: dict[str, Any] = {}
+
         for k, v in versions.items():
             kk = (thread_id, checkpoint_ns, k, v)
-            if kk in self.blobs:
+            if kk not in self.blobs:
+                continue
+            vv = self.blobs[kk]
+            if vv[0] == "diff":
+                diff_channels[k] = v
+            elif vv[0] != "empty":
+                channel_values[k] = self.serde.loads_typed(vv)
+
+        for k, current_version in diff_channels.items():
+            chain_deltas: list[list[Any]] = []
+            base: list[Any] | None = None
+            version: str | None = current_version
+            while version is not None:
+                kk = (thread_id, checkpoint_ns, k, version)
+                if kk not in self.blobs:
+                    break
                 vv = self.blobs[kk]
-                if vv[0] != "empty":
-                    channel_values[k] = self.serde.loads_typed(vv)
+                if vv[0] == "diff":
+                    payload = self.serde.loads_typed(vv)  # {"d": [...], "p": version|None}
+                    chain_deltas.append(payload["d"])
+                    version = payload["p"]
+                else:
+                    base = self.serde.loads_typed(vv)
+                    break
+            chain_deltas.reverse()
+            channel_values[k] = DiffChainValue(base=base, deltas=chain_deltas)
+
         return channel_values
 
     def get_tuple(self, config: RunnableConfig) -> CheckpointTuple | None:
diff --git a/libs/checkpoint/tests/test_memory.py b/libs/checkpoint/tests/test_memory.py
index a68a23d90..a0cb3407b 100644
--- a/libs/checkpoint/tests/test_memory.py
+++ b/libs/checkpoint/tests/test_memory.py
@@ -308,3 +308,58 @@ def test_memory_saver_with_allowlist_proxy_isolated() -> None:
     assert direct is not None
     expected = obj.model_dump() if hasattr(obj, "model_dump") else obj.dict()
     assert direct.checkpoint["channel_values"]["foo"] == expected
+
+
+class TestInMemorySaverDiffChannel:
+    def test_diff_channel_chain_reconstruction(self) -> None:
+        """_load_blobs follows the diff chain and returns DiffChainValue."""
+        from langgraph.checkpoint.base import DiffChainValue, DiffDelta
+
+        saver = InMemorySaver()
+        serde = JsonPlusSerializer()
+
+        thread_id = "t1"
+        ns = ""
+
+        # Simulate two steps: v1 (root) and v2 (chained to v1)
+        v1 = "00000000000000000000000000000001.1234567890000000"
+        v2 = "00000000000000000000000000000002.1234567890000000"
+
+        delta1 = DiffDelta(delta=["msg1"], prev_version=None)
+        delta2 = DiffDelta(delta=["msg2"], prev_version=v1)
+
+        saver.blobs[(thread_id, ns, "messages", v1)] = serde.dumps_typed(delta1)
+        saver.blobs[(thread_id, ns, "messages", v2)] = serde.dumps_typed(delta2)
+
+        channel_values = saver._load_blobs(thread_id, ns, {"messages": v2})
+
+        assert "messages" in channel_values
+        result = channel_values["messages"]
+        assert isinstance(result, DiffChainValue)
+        assert result.base is None
+        assert result.deltas == [["msg1"], ["msg2"]]
+
+    def test_diff_channel_mixed_old_and_new_blobs(self) -> None:
+        """When chain hits an old non-diff blob, it becomes base."""
+        from langgraph.checkpoint.base import DiffChainValue, DiffDelta
+
+        saver = InMemorySaver()
+        serde = JsonPlusSerializer()
+
+        thread_id = "t2"
+        ns = ""
+
+        v_old = "00000000000000000000000000000001.0000000000000000"
+        v_new = "00000000000000000000000000000002.0000000000000000"
+
+        # Old-style full-list blob
+        saver.blobs[(thread_id, ns, "messages", v_old)] = serde.dumps_typed(["old_msg"])
+        # New diff blob chained to old
+        delta = DiffDelta(delta=["new_msg"], prev_version=v_old)
+        saver.blobs[(thread_id, ns, "messages", v_new)] = serde.dumps_typed(delta)
+
+        channel_values = saver._load_blobs(thread_id, ns, {"messages": v_new})
+        result = channel_values["messages"]
+        assert isinstance(result, DiffChainValue)
+        assert result.base == ["old_msg"]
+        assert result.deltas == [["new_msg"]]