Is LangGraph Down?

Quickest ways to check the current status of langchain.com plus recent known issues and working alternatives if it's out.

Last editorial review: 2026-05-19

How to check right now

Known issues we've tracked

PRODUCT (2026-05-12): **LangGraph v1.2 shipped DeltaChannel beta** -- an alternative checkpointing primitive that stores **incremental state deltas** per node execution instead of full-state snapshots. LangChain published a 200-turn coding-agent benchmark showing **~41x storage reduction** vs the default full-state checkpointer, with no observed change in graph-resume fidelity. Material because (a) long-horizon agentic graphs (multi-hour research agents, coding agents on big codebases) had previously been blocked by checkpoint storage costs at production scale, (b) LangGraph Platform users hit storage caps fastest, so this directly impacts hosted-pricing economics, (c) DeltaChannel is opt-in -- existing graphs keep their current checkpoint behavior until you explicitly switch. Beta gating expected through Q2 2026.
2026-05-12LangChain blog (langchain.com/blog/delta-channels-evolving-agent-runtime)
State schema changes between versions occasionally break checkpointed graphs -- migrations require careful handling in production
2026-03GitHub Issues
Human-in-the-loop interrupts can hang if the UI layer fails to resume the graph -- requires out-of-band state cleanup
2026-02LangChain forum

Issues here are sourced from our editorial sweeps, not real-time telemetry. Newer issues may exist.

What to use if LangGraph is down

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About LangGraph

Tier A (8.3/10). LangChain's graph-based framework for building stateful, controllable multi-agent and human-in-the-loop AI workflows. **LangGraph v1.2 (2026-05-12) shipped DeltaChannel beta** -- incremental delta state storage instead of full-state-per-step checkpoints, with ~41x storage reduction in LangChain's 200-turn coding-agent benchmark