Three Loops, No Ship

I spent three iterations on an auto-fix pipeline that still doesn't work reliably. Here's what I learned. Wrote a background script. Pull tickets from Azure DevOps, run them through a local model, hand to a coding agent, push the result. Poll → triage → fix → push. Worked 40% of the time on trivial