LangGraph — every error, with the fix.
The complete fix database for LangGraph in 2026. Fifteen deep guides covering the errors developers actually hit: graph construction, state schemas, checkpointing, agents, streaming, human-in-the-loop, and LangGraph Platform deploys. Every page has tested Python code, real error messages, and the three fixes that solve 90% of cases.
Install & import
Every code sample on this hub targets LangGraph 0.2+ with Python 3.11+.
pip install "langgraph>=0.2.60" langchain-anthropic langchain-openai
pip install "langgraph-checkpoint-postgres" "langgraph-checkpoint-sqlite"
Graph Construction
The errors you hit when building the graph: node registration, edge wiring, and getting to a clean compile.
State Management
Everything about the shape of your state and how updates merge — schemas, reducers, and message accumulation.
Checkpointing & Persistence
Saving and resuming state across invocations. MemorySaver, SqliteSaver, Postgres, and thread-level retrieval.
Agents, Tools & Structured Output
The prebuilt ReAct agent, tool round-trips, and forcing structured JSON out of the graph.
Streaming, Interrupts & Deployment
Streaming events to the client, pausing for human input, and shipping to LangGraph Platform.
Weekly LangGraph digest
Every new error we document, plus notes on framework updates, platform releases, and reliability patterns from real production deployments. Free, one email per week, unsubscribe anytime.
Quick reference — where to look first
| If you see... | Start here |
|---|---|
ValueError: Node ... not found | #121 · Node & edge configuration |
InvalidUpdateError | #124 · State schema errors |
| Messages disappearing between nodes | #125 · Reducer errors |
ValueError: Missing configuration key 'thread_id' | #127 · Checkpointer setup |
psycopg.errors.UndefinedTable | #128 · Postgres checkpointer |
get_state returns None | #129 · Thread & retrieval |
| Tool call ID / ordering rejection from provider | #131 · ToolNode & tool_calls |
| No streaming chunks arriving | #133 · Streaming modes |
| Graph doesn't pause at interrupt | #134 · HITL interrupts |
| LangGraph Platform build failure | #135 · Platform & subgraphs |