Prototype to
Production
AI can scaffold an app in an afternoon. Getting it through a security review, a real integration, and real traffic takes a senior engineer. We audit, harden, and re-architect AI-assisted builds so they are safe to ship.
Where AI-assisted builds break
Your prototype works in a demo. Then it meets real users, real data, or a real security review. We are the senior engineering team that makes that moment survivable.
Authentication & access
We review auth flows, session handling, secrets management, and permissions, then fix what would not survive a security review.
Integrations & data
We replace brittle glue code with secure middleware, and make third-party and legacy integrations reliable under real data.
Architecture & scale
We find where the design breaks under load, then refactor toward modular, maintainable, production-ready structure.
Testing & release
We add the tests, monitoring, and deployment pipeline that let you ship changes without fear.
How an engagement works
- 1. Architecture reviewA 20-minute conversation with a senior engineer about what you have built and what is coming next.
- 2. AuditA hands-on review of the codebase for security, integration, scalability, and maintainability risks.
- 3. Hardening planA prioritized list of what to fix first, with clear scope before any build work begins.
- 4. Fix and shipOur engineers do the work with your team and take it through to a monitored production release.
Engineering starts with a conversation.
Whether your prototype just met real users
or you are preparing for a security review.
Our work
