Six stages. Zero hand-offs.
AI at every one
What took us 8 weeks in 2023 now takes 4. Claude and GPT sit inside the workflow - not bolted on top
-
0101
Intake & Discovery
Turn goals into acceptance criteria. We run a 2–5 day workshop; AI drafts user stories, architecture options, and estimates while engineers challenge and refine
- Workshop in 2–5 days
- AI-drafted acceptance criteria
- Fixed-cap estimate within 48h
-
0202
AI Code Generation
Claude and GPT scaffold modules, migrations, tests, and typed APIs. Engineers edit - they don't rubber-stamp. Your code is yours, not auto-generated slop
- Claude Sonnet + Opus + GPT-5
- Hand-shaped output
- Starting point, not the finish line
-
0303
Paired Review
Every PR goes through static analysis, security scan, spec coverage, and an AI reviewer. A human approves before anything merges
- Brakeman + RuboCop + Semgrep
- AI reviewer on every PR
- No merges without human approval
-
0404
QA & Zero-Bug
Automated regression, exploratory AI tests, and acceptance walk-throughs. We fix before we ship - zero-bug policy means we hold release until defects are zero
- Headless E2E on every deploy
- Exploratory AI testing
- Zero P0 or P1 defects at release
-
0505
Production
Kamal-driven deploys, observability wired from day one. Incidents are triaged and owned, not ignored
- Blue-green deploys
- Error tracking + logs
- Post-mortems for every incident
-
0606
Continuous Learning
Every PR, incident, and customer message feeds a project memory that tunes future prompts, tests, and prompts. The system gets smarter each sprint
- Versioned prompts
- Knowledge base per project
- Retro-driven prompt tuning
Let's build what competitors can't copy
Tell us about the product. We'll respond within one business day with a scoped plan