Practical debugging guides, diagnostic tools, and consulting for developers building production AI agents — no fluff, just code from the shadows.
A project by Vincent Sativa
Fix 7 critical failure modes: reasoning loops, context degradation, tool failures & more. Includes diagnostic flowchart.
Get the Playbook →Visual step-by-step troubleshooting guide. Identify and fix agent failures in minutes with our one-page flowchart.
Download Flowchart →Free email course covering reasoning loops, context loss, tool failures, and more. Day 5 unlocks the full playbook.
Start the Challenge →Get a professional audit of your agent systems. We diagnose failures, optimize performance, and stop the money burn.
Apply for Audit →