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LangGraph: inside the agent runtime

LangGraph — a low-level orchestration framework for stateful, long-running LLM agents, built as a Python monorepo. libs/ ships eight independently versioned PyPI packages: the langgraph core runtime, langgraph-prebuilt agent APIs, a checkpointer family (base interfaces, Postgres and SQLite savers, a shared conformance suite), the langgraph-cli deployment tool, and the langgraph-sdk server client. Board grain: container-grade — each package is an opaque drill-down into its own L1 board.

8 layers2 insightsby Supportv1Published Sep 28, 2026

The map

The map · Spine

Architecture

The map · Layers

Layers8

+1 more

What to notice

Inbound · Signals

Insights2 analyses

2Insights
1Critical
risk1strength1

In the code

Database 29 · Clients 3

Inbound · From code

Database

29tables

No primary key
0
Partitioned
0
Deprecated
0
Tables per schema
  • public22
  • main7

Tables

+25 more

Inbound · From code

AuthZ

0roles

Permissions
0
Policies
2
Resource types
5
Permissions per role

    Roles

      Inbound · From code

      Clients

      3clients

      HTTP
      3
      gRPC
      0
      Calls
      100
      Calls by target
      • langgraph-server100

      Clients