Latest case study
CultPodcasts — AI-led UI update
Content-first browse on an existing full-stack platform: ~5 days to production cutover, then ~4 days with about five to seven known UI tasks in parallel. Business rules under test so AI can contribute and fail fast; multiple deploys a day across backend, API, and Angular.
- ~5 days to cutover · browse shell in ~16 hours
- ~5–7 known UI tasks in parallel on the enhancement pass
- 3 systems at once · BDD-style rules for agent delivery