Opinionated notes from an internal Zalando unconference on agentic engineering. Covers three themes: documentation and knowledge bases in an AI era, why ROI matters once tokens carry real cost, and agentic practices across the SDLC with code review at the centre. Closes on whether these are AI problems at all, or old software engineering problems resurfacing.