Debugging

Debug Mode

ash proai run my-pipeline --debug

Enables verbose logging and step-by-step execution.

Visual Debugger

The Designer provides a visual debugger for pipeline execution:

1. Set breakpoints on nodes
2. Inspect data at each step
3. View schema transformations
4. Monitor resource usage

Common Debug Commands

ash proai job logs my-job --run-id 1234 --tail 100 proai job inspect my-job --run-id 1234 proai pipeline validate my-pipeline --verbose

See Also

• Logging — Log configuration
• Troubleshooting