03 — How I workPlan, generate,
implement, audit
Solo across product decisions, architecture, data model, UI/UX, and both codebases — built AI-accelerated, as a repeatable method rather than a gimmick.
01Written planFeature spec, architecture doc and data model, written before any code.
02Prompt seriesDesign system → screens → payments, notifications and motion spec.
03Design systemTokens and components generated as a production system, not a mockup.
04ImplementBuilt against that system directly in both codebases with Claude Code.
05Self-auditProduct and security review across gateway, mobile, web and Supabase.
Closing the loopI run my own audits. A self-directed product and security review across the AI gateway, mobile, web, and Supabase advisors turned into a 17-task tiered fix plan — fully executed.
Design output gets the same treatment. Iteration runs on named feedback — "this reads as a generic SaaS table, make it editorial" — rather than accepting first-pass output.