Financial Content Agent & Publishing Platform
Built the content-agent backend and CMS integration, reducing the time from starting an article to final publication from roughly 3–5 days to about one hour.
Independently developed the Python / FastAPI backend, connecting research, outlining, writing, review, revision, and publishing with search services, the database, and the CMS.
Handled tool timeouts, retries, and fallbacks; stored task state, sources, and revision history; and implemented idempotent publishing. Added Langfuse tracing and regression checks based on real business cases.
About 95% of tasks complete the workflow and pass review without manual intervention. A manual review path remains available.
