Claude-Assisted Development
Used in: alex-cms-project, alex-os-project. Written up at /how-i-work-with-ai.
Short description
Building software with Claude Code as a pair: written scope, model-drafted implementation, line-by-line review, and tests plus evaluation suites as the gate.
Detailed description
<p>I use Claude Code the way I'd use a strong pair: it implements inside a scope I've written, drafts tests and migrations, explores unfamiliar APIs, and argues against my design when I ask it to. The architecture, the review and the decision to ship stay with me.</p><p>The gates matter more than the generation. A strict lint configuration, automated tests on both services, a fixed evaluation set for the assistant, and per-call cost tracing are what make the pace safe. The full loop, including three bugs AI-assisted code handed me, is on the <a href="/how-i-work-with-ai">How I work with AI</a> page.</p>
What I use it for
Designing and building Alex OS, Alex CMS, Theme DNA and the analytics and tracing layers on this site; the same loop at work.
Experience context
Daily on every system published here. The model works inside a written scope; the review and the standard are mine.