Connect your GitHub repo, answer 3 questions, and our multi-model AI pipeline automatically researches your domain, generates all production fixes, and opens a PR — fully verified.
~5–15 minutes depending on repo size
From repo to production-ready PR in one automated flow.
Link your GitHub repo with one click. We detect your framework, stack, and dependencies automatically.
Tell us your industry, what your app does, and what production-ready means to you.
Receive a PR with all fixes, a before/after readiness score, and a full production report.
Every run goes through a structured pipeline powered by Claude and GPT-4 in tandem.
Domain Research
AI maps the business domain, industry norms, and competitive landscape your app operates in.
Automation Discovery
Identifies every manual workflow that can be automated and quantifies the ROI for each.
Feasibility & Design
Proposes the optimal production architecture grounded in your actual codebase and constraints.
Code Generation
Generates all production fixes — security hardening, error handling, monitoring — with full business context.
Cross-Verification
A second AI model audits everything for mock data, incomplete features, and production readiness gaps.
“Went from a half-finished SaaS to a fully production-hardened app in 12 minutes. The cross-verification step caught 3 security holes I'd completely missed.”
— Early access user, B2B SaaS founder