Product & Infrastructure Audit
We evaluate your prototype end-to-end — the product itself (missing features, UX gaps, data model issues) and the infrastructure underneath it (no CI/CD, no tests, no monitoring). You get a clear picture of what is missing.
Production Foundation Build
Based on the audit, we build real infrastructure underneath your prototype — CI/CD pipeline, database architecture, authentication, error handling, monitoring, staging and production environments, and an automated test suite. Plus we address the product gaps identified in the analysis.
Vibe-to-Production Process Setup
We set up the complete vibe-to-production workflow for your project: coding standards, prompt templates, review checklists, and deployment pipelines. Then we train your dev team or product owner to keep vibe coding with confidence — knowing every feature will meet production standards.
Ongoing Production Pod
We train your dev team or product owner to keep vibe coding. The pod supports you with product adjustments, pipeline maintenance, crafting requirements, writing effective prompts, and overcoming blockers — so you keep shipping with confidence.
On-Demand Feature Development
Need a complex feature beyond vibe coding? Just describe what you want. We scope it, build it, and you only pay for what you asked for — no retainer surprises.
Scale When Ready
When your startup takes off, transition naturally into a full Dedicated Team or New Development engagement. You are already our client — the handoff is seamless.
Key Benefits
- Keep vibe coding the way you already do — we handle production
- No need to hire a CTO, a dev team, or learn DevOps
- Know exactly what your prototype is missing before investing in fixes
- Every feature you build gets reviewed, tested, and deployed safely
- We train you and your team to vibe code with production-grade results
- The dev pod helps craft requirements, prompts, and overcome blockers
You Built It. We Ship It.
You have a working prototype — built with AI tools and plain-language prompts. It works well enough to demo, maybe even has early users. But you know it will not scale. You do not need a development team. You need a production layer underneath your vibe coding and a team that helps you keep building. We set up the vibe-to-production process, train your dev team or product owner, and provide an ongoing pod that helps craft requirements, write prompts, overcome blockers, and ship with confidence.
Phase 1: Vibe-to-Production Gap Analysis (Fixed Fee)
We audit your prototype end-to-end — not just the infrastructure, but the product itself. What features are missing? Where does the UX break down? Is the data model sustainable? Is there authentication, error handling, input validation? We evaluate the codebase quality, architecture patterns, and how well AI tools can work with the existing code. You get a detailed report with a prioritized roadmap: what needs to be fixed, what needs to be built, and what order to do it in. This is a standalone deliverable — use it to build with us or with anyone else.
Phase 2: Production Transformation Sprint (Fixed Price)
Based on the gap analysis, we execute on three fronts. First, Product Transformation — we address the product gaps identified in Phase 1: missing features, UX issues, data model fixes, authentication, error handling, and input validation. Second, Pipeline Transformation — we build real infrastructure underneath your prototype: CI/CD pipeline, database architecture, monitoring, staging and production environments, and an automated test suite. We set up the complete vibe-to-production process with coding standards, prompt templates, and review workflows specific to your codebase. Third, Product Owner Training — we train your dev team or product owner to keep vibe coding effectively: how to craft good requirements, write effective prompts, submit features for review, read test results, and use the deployment pipeline. By the end of the sprint, you can ship features on your own. 2–4 weeks.
Phase 3: Ongoing Production Pod (Flat Monthly Fee)
We train your dev team or product owner to keep vibe coding with confidence. The pod covers four areas: Product adjustments — ongoing fixes, improvements, and refinements to keep your product sharp as it grows. Pipeline maintenance — CI/CD updates, monitoring, and infrastructure tuning as your codebase evolves. Requirements and prompt support — the pod helps you craft clear requirements, write effective prompts, and overcome technical blockers so you never get stuck. On-demand feature development — when you need a complex feature beyond vibe coding, just describe what you want. We scope it, build it, and you only pay for what you asked for — no retainer surprises.
Your Production Partner
Think of the Production Pod as your always-on development partner. A team that understands your codebase, keeps your infrastructure running, reviews your code, helps you craft requirements and effective prompts, overcomes blockers with you, and trains your team to keep vibe coding with production-grade results. Need a feature built that is beyond vibe coding? Just submit a request and pay only for that scope. When your startup takes off and you need to scale further, you are already our client. We transition you naturally into a full Dedicated Team or New Development engagement.