You build with AI natively, not as an afterthought — your default reach is for the agentic solution, and you've got the receipts
Most of what I ship is directed rather than typed. Repeating workflows become reusable agent skills with explicit triggers so they fire reliably; hooks and scoped tool permissions give deterministic control at the points where a prompt alone burns budget; harness and model get routed per task rather than defaulting to one. Claude Code 101 and Introduction to Agent Skills from Anthropic sit behind it. The receipt is : scaffold to working platform in eight days, 195 commits, source files 101 to 222 and test files 17 to 47 — the tests outpacing the code is the part that only happens when the loop is set up properly.