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LangGraph Cheatsheet (PDF)

LangGraph State Management Cheatsheet

One-Page Reference

State schemas, checkpoint patterns, human-in-the-loop gates, and multi-agent coordination. Everything you need on a single page when building LangGraph applications.

What's covered

Inside the cheatsheet

01

State Schemas

  • TypedDict state definition
  • Reducer functions (add, replace, append)
  • Shared state vs private state
  • Nested state objects
02

Checkpointing

  • MemorySaver (dev)
  • SqliteSaver / PostgresSaver (prod)
  • Checkpoint filtering
  • State replay and time travel
03

Human-in-the-Loop

  • interrupt_before / interrupt_after
  • Approval gates
  • State editing before resume
  • Rejection handling
04

Multi-Agent Patterns

  • Supervisor routing
  • Handoff protocol
  • Shared state coordination
  • Parallel execution with gather
Next Step

Turn this into a running system

Use this resource to sharpen the engineering decision, then move into the capability path that implements the system with production discipline.

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