Matthew Berman's Vibe-Coding Loop: Spec → Build One Feature → Test → Fix → Commit

Matthew Berman (Forward Future)·medium signal

Matthew Berman lays out a disciplined vibe-coding workflow that counters the 'just wing it' reputation: write a hyper-specific spec, encode stack/patterns/constraints in your IDE's rules file, then loop build-one-feature → AI-writes-tests → run-full-suite → fix → commit. He pairs it with the Forward Future 'Loop Library' of 26 practitioner recipes that include explicit verify/stop tables. Directly actionable for solo builders running AI agents daily.