#AI #opensource #AIengineering #CloudNative #platfromengineering #kubernetes
Before each task, my coding agent now guesses how many files it will touch. Over 20 tasks: it guessed 3 on average, touched 7. The gap is the useful part. Once it hits 2x its own guess, it stops and re-scopes with me. #claudecode #aiengineering #llm #buildinpublic
