Guides

Problem-oriented guides for trace-shaped success versus database truth.

Each guide maps a symptom to read-only SQL verification when logs or traces disagree with your database—then points you to first-run integration on your own Postgres or SQLite.

• LangGraph workflows and your database
• Green trace, missing Postgres row
• Tool loop success, CRM state wrong
• CI green logs, row absent
• Pre-production read-only SQL gate
• AI agent wrong CRM data read-only check
• Automation success vs database mismatch
• Debug Postgres after LangGraph runs
• Stripe webhook OK vs database alignment
• CI green but missing database side effect