What makes a graph production-ready?
Practice this question- Explicit state contracts, safe concurrent updates, durable checkpoints, version migrations, authenticated resume, bounded retries/deadlines, idempotent side effects, and redacted tracing.
- I also define how pending runs survive deployment and how uncertain external writes are reconciled.
Adapted from 13_AI.MD · “29.7 LangGraph”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.