Mentoring and AI MVPs in production
Vibe-coding becomes Engineering – and ships to production
I take over AI MVPs and vibe-coding prototypes, stabilize them with tests, security and CI/CD, and ship. And I embed as a mentor so agentic engineering sticks. For CTOs and Heads of Engineering.
Services
Mentoring and shipping AI MVPs to production
Mentoring (embedded, 2–4 months)
Like agile coaching, but for agentic engineering: embedded in your rituals, with standards and KPIs (throughput, AI utilization, change confidence, change failure rate).
Code Reviews & Architecture
Systematic reviews and architecture decisions that make AI output safe: tests, review gates and maintainable structures.
AI MVP Takeover
I take the burning AI MVP to production: stabilization, tests, security, deployment and a clean handover to your team.
AI across the SDLC
AI reliably across the whole SDLC: requirements, planning, architecture, review, testing and docs – with shared standards.
CI/CD & DevOps
CI/CD pipelines, security gates and deployment strategies so every change ships to production reliably.
Demo & Production
Vibe-coding becomes engineering: traceable, tested, maintainable and deployable – the demo becomes operation.
Ready for the next step?
Let's discuss how your team makes agentic engineering stick – and how we ship your AI MVP to stable production. A practitioner, not a slide consultant.