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AI Engineering 13 Apr 2026

An Honest Ledger for a Borrowed Skeleton

The series retrospective - what was borrowed and from whom, what my extensions add and what they cost, the gap between the workflow as described and the runs I can actually evidence, and what I would do differently.

AI Engineering 28 Mar 2026

Why Agents Need Gates

Agents now work unattended for stretches long enough that the conversation can no longer save you - why unstructured runs fail, the five-phase PREVC workflow I adapted from an open-source skeleton, and where this ten-part series goes.