02 / Notes · How I work with AI
How I build software with coding agents.
Not a blog. A small set of notes on the practices, tools, and patterns I lean on when I'm building with AI in the loop. The stuff I'd rather write down once than keep explaining. Slow-moving by design.
01 / my ai engineering workflow 6 min read
My AI engineering workflow.
How I use coding agents day to day: model routing, nested repo context, memory, subagents, planning, review, and evidence before trust.
02 / how i apply ai to product systems 5 min read
How I apply AI to product systems
How I think about applying AI inside real software products: workflow, data, integrations, UX, permissions, cost, reliability, and human judgement.
03 / delegate execution. retain judgement. own the outcome 6 min read
Delegate execution. Retain judgement. Own the outcome.
Why useful software starts with understanding the workflow—and why engineers must retain judgement and ownership as implementation is delegated to agents.