worker-brain-guide

Onboarding to the Worker Brain codebase requires reviewing this operational guide to understand architecture, data flows, and cron jobs, which prevents basic errors and eliminates the steep learning curve.

The Meta Ads sync operates through the `sync-meta` cron job, and this guide provides the necessary context on its specific data flow and relevant Firestore collections to help you debug and fix issues quickly.

You can find comprehensive documentation on Firestore collections used by the AI analyst system within this operational guide, which serves as a single source of truth for data structures and platform architecture.

Common pitfalls when integrating channel data flows are detailed in this guide to facilitate error prevention, offering on-demand context about platform architecture and operational patterns to avoid basic mistakes.

Yes, you can use this guide to understand cron job scheduling and data flows without reading source code, as it provides comprehensive operational knowledge and on-demand context for the entire application architecture.