AI-assisted engineering
The configuration, pruning, and practice loops that make an assistant trustworthy on real work.
3 articles · tagged #ai #workflow
I built an operating system for my AI, then deleted most of itFour months of AI configuration grew into a five-folder system with version control and a nightly linter. Then Anthropic published new context-engineering rules, I audited what the thing actually believed, and cut long-term memory by 82 percent.aiworkflow· 2026-09-04 · 6 minHow AI grows meCoding gives you reps every day. Architecture and leadership do not. Thirteen architecture katas, a leadership trainer that role-plays the hard conversation back at you, and a Friday audit that refuses the phrase "good week" without evidence.aiworkflow· 2026-05-15 · 7 minHow AI knows meFour layers that make an AI assistant useful across four roles: a learned-instincts loop, a brand-voice profile built from 300 Slack messages, auto-detected operating modes, and the ten guardrail sections nobody talks about.aiworkflow· 2026-04-27 · 5 min