Frequent issues
Resolution checklist
- Save the graph in Graph Studio; resolve canvas validation errors.
- Publish all tools referenced on agent nodes (Tools & Dev Studio).
- Run tool tests with realistic inputs in Dev/UAT (Custom tools — Test).
- Add version notes for each changed tool.
- Verify credentials per environment before rebuilding for Prod.
Builds capture graph + tool versions together. Fixing a tool requires a new publish and a new build before redeploy.

