AI coding agents generate code faster than teams can review it. This one-day workshop covers the techniques that turn that speed into actual throughput: context engineering, loop engineering, graph engineering, and deterministic quality gates. Everything is harness- and framework-agnostic, so the practices hold up as the tooling keeps changing.