Articles.

Notes from AVstackr — what we're building, how it works, who it's for.

Stop feeding AI past projects as examples and instead build written, tested skills (procedures) for each task, share them centrally, run the agent on a dedicated office machine, and connect it to a database of projects, parts, and manufacturer docs so every job improves the system, with skills first because everything else depends on them.