This is a reference guide for LangGraph 1.x workflow patterns covering state management, routing, parallel execution, and supervisor-worker architectures. It's organized as 37 discrete rules across 11 categories, each loaded on demand when you're building multi-agent systems or complex AI pipelines. The 1.2 release adds deferred nodes for end-of-run aggregation, node-level caching with SQLite or Redis backends, and model middleware hooks for compression or PII redaction without subclassing. Honestly, the real value is in the routing and state management sections since those are where most LangGraph workflows break in production. Good if you're past the hello-world phase and need patterns for fan-out/fan-in, retry loops, or checkpointing with PostgresSaver.

skills.sh installs
371
GitHub stars
301
last updated
Aug 21, 2026

Install

$ npx -y skills add yonatangross/orchestkit --skill langgraph --agent claude-code

Installs into .claude/skills of the current project.

Files

LangGraph Workflow Patterns

Comprehensive patterns for building production LangGraph workflows. LangGraph 1.x is LTS (Long Term Support) — the first stable major release, powering agents at Uber, LinkedIn, and Klarna. Each category has individual rule files in rules/ loaded on-demand.

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Details

Repository
github.com/yonatangross/orchestkit
Categories
Backend & APIs, Code Review & Quality, AI & Agent Building, Debugging, Automation & Workflows, Python
First seen
Jun 3, 2026

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