
Development9 min read
How We Built a Self-Improving AI Ops Repo
AI agents choke on multi-step tasks because errors compound. Here's the repo structure we use to make them reliable.

Tom Durka
April 9, 2026
AIAutomationOperations
Insights on software development, automation, and building scalable applications.