Two builds running in production. Reconciled outcome numbers, the technical decision behind each, and a process diagram so the architecture is not opaque. Not a pitch - a portfolio.
Cognitiv-owned IP. Production SaaS at scorafy.com with paid trials live since March 2026. Built across the full stack on Supabase + Stripe + Anthropic - rubric engine, per-respondent Claude pass, branded PDF reports, and configurable PII retention (30/90/180/365-day windows) that preserves rubric scores after the anonymisation pass.
Architecture and delivery of the platform stack behind an eight-team women's football league. Supabase for auth, magic-link sign-in, and structured roster data; Sanity for editorial and player-owned profile content. Dual-write profile system means one identity, two stores, no drift. GDPR-compliant from the first migration.
The log is the spine of the practice - shipped work, written close to the source. Lower friction than a case study, higher signal than a blog post.