Writing · Notes

Writing

Teardowns of the systems I build — agentic pipelines, vision models, and the second-brain that runs behind them. Written for engineers who want the how.

Jul 4, 2026 · agents · LLM · systems

Running a job search as an overnight multi-agent pipeline

The open-source engine behind Job Search Copilot: a provider-agnostic router, a choreographer that never does the work itself, and a wall of mechanical gates that stop the run before a bad application ever goes out.

Writing

Running a job search as an overnight multi-agent pipeline