From vibe-coded MVP to venture-ready product
Many founders today build their first product with AI tools — Cursor, v0, Copilot. The result works, but it doesn’t scale. We partner with early-stage founders to stabilize, professionalize, and scale their technology.
Your MVP works. But can it scale?
AI-assisted development has changed everything. You can go from idea to working product in weeks. But speed creates debt:
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Architecture designed for demo, not production
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Security gaps that investors will flag
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Testing that doesn’t exist
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Infrastructure that won’t handle real load
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Code quality that makes hiring engineers difficult
This isn’t a criticism — it’s the natural result of building fast. The question is what happens next.
From prototype to production
Code Governance & Review
Architecture audit, code quality assessment, and security review. We tell you exactly where you stand — honestly, not diplomatically.
Technical Debt Remediation
Systematic refactoring, test coverage, and stabilization. We fix the foundation without breaking what works.
Architecture Stabilization
Re-architecture for scale, performance, and maintainability. Designed for where you’re going, not just where you are.
Operational Excellence
CI/CD, monitoring, alerting, and incident management. The infrastructure that lets you sleep at night.
Tech Due Diligence
For founders preparing for investment rounds. We prepare your technology to withstand investor scrutiny.
Aligned incentives, real skin in the game
Equity for Services
Technical work in exchange for equity stake
We invest our time and expertise because we believe in what you’re building.
Early-stage founders with strong vision and limited budget.
Revenue Share
Partnership tied to product success
Our compensation grows as your product grows.
Products with clear revenue model and growth trajectory.
Advisory
Ongoing fractional CTO role
Strategic guidance, architecture decisions, and team mentoring on a retainer basis.
Founders who need senior tech leadership on an ongoing basis.
We build things too
We understand founders.
We build our own products. We know what it’s like to ship fast, accumulate debt, and face the scaling question.
Enterprise standards, startup speed.
We bring the quality bar from banking and automotive — applied pragmatically, not bureaucratically.
Skin in the game.
We don’t just bill hours. When we take equity or revenue share, our success depends on yours.
Honest assessment.
We’ll tell you what needs fixing and what can wait. Not every startup needs a complete rewrite.
Building something?
If you’ve got a working product and you’re thinking about what comes next — let’s have a conversation. No pitch deck required.