Mentoring and AI MVPs in production
I take over AI MVPs and vibe-coded prototypes, stabilize them with tests, security and CI/CD, and ship them. And I mentor your team so agentic engineering sticks. For CTOs and Heads of Engineering.
Mentoring and vibe-coding in production
Mentoring (embedded, 2–4 months)
Like agile coaching, just for agentic engineering: embedded in your rituals, with standards and KPIs (throughput, AI usage, change-confidence, change-failure-rate).
Code Reviews & Architecture
Systematic reviews and architecture decisions that safeguard AI output: tests, review gates and maintainable structures.
AI MVP takeover
I bring your urgent AI MVP into production: stabilization, tests, security, deployment and a clean handover to your team.
AI across the SDLC
AI reliably integrated 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 reliably reaches production.
Demo to production
Vibe-coding becomes engineering: traceable, tested, maintainable and deployable – the demo becomes operations.
Why work with me?
- 01 10+ years shipping real code – as Lead Developer & Head of Engineering
- 02 Founder of several successful SaaS products
- 03 Enabling AND shipping: I train your team and ship the critical MVP myself
- 04 A practitioner, not a slide consultant: engineering depth instead of AI hype
- 05 Flexible collaboration: remote or on-site, short- or long-term
Ready for the next step?
Let's discuss how your team can embed agentic engineering – and how we bring your AI MVP stably into production.
Book intro call