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 workflow6 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 systems5 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 outcome6 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.