Ship more. Ship reliably.
Your team ships more — reliably. With AI-assisted engineering that holds up in production.
I enable engineering teams to deliver faster and more reliably — and I take AI MVPs and vibe-coding prototypes from demo to stable production. Engineering depth, not AI hype.
Services
How I move you and your team forward
From team enablement to AI-MVP takeover to the keynote – engineering depth, not AI hype, for CTOs and engineering leads who have to deliver.
Team Enablement: Training, Workshops & Mentoring
Your team adopts AI-assisted engineering the right way — shared standards, review gates and tests across the whole SDLC. Scattered Copilot usage becomes a team that integrates AI reliably.
AI MVP → Production
An AI MVP convinced everyone, but nobody dares to ship it? I take over vibe-coding prototypes, move them into a stable, tested, maintainable setup — and deliver.
Talks & Keynotes
Keynotes and tech talks that make AI-assisted engineering tangible — no hype, no jargon. For engineering events, leadership offsites and conferences.
Event Moderation
AI, tech & corporate events hosted with energy, charm and real engineering understanding on stage.
Consulting & Architecture
Code reviews, scalable architecture, CI/CD and engineering sparring — hands-on with your developers, not slides from a distance.
AI Nights Community
The largest AI afterwork in the Nuremberg region – founded and hosted by me. Real tools, honest exchange among developers and decision-makers.
References
Clients & Stages
Principles
AI amplifies what is already there.
A strong engineering team gets faster with AI. A messy one gets messy faster. The returns live in the system beneath the tools – standards, reviews, tests –, not in the next tool.
Speed without judgment is just faster waste. My goal is not that your team writes more code, but that it ships more that holds – without losing craft, ownership or maintainability.
I speak plainly. When something will not hold, I say it early – in the room, not in the retro three months later. The hard conversation today is cheaper than the one you keep pushing ahead of you.
The work counts when the bar has moved – and your team still wants to sit down at the keyboard on Monday.
Good to know
Frequently asked questions
What CTOs and engineering leads often ask before working together.
How fast will we see impact?
Often right after the first workshop. We make impact measurable – throughput, AI utilization and change failure rate. No tool bingo, but standards, review gates and tests that stick.
Remote, hybrid or on-site?
Whatever works for your team. Training, mentoring and reviews run remote, hybrid or on-site at your office.
What team size is this worth it for?
From 3 to 500+ developers. With small teams I work directly on the code; with large ones I build standards and internal multipliers that hold the bar.
Do you take over our existing AI MVPs?
Yes. I move vibe-coding prototypes and AI MVPs into stable, tested production – including security, CI/CD and a clean handover to your team.
Training in German and English?
Both. I deliver training, mentoring and talks in German and English.
Can the training be subsidized?
Depending on the setup, funding can be possible – in Germany via the Qualifizierungschancengesetz. We will quickly check whether it applies to you in the intro call.
Ready for your team to ship more — reliably?
Is my profile a fit for your project? Let's discuss in a free intro call how I can enable your team or take your AI MVP to production. Non-binding – 15 minutes is enough for a first impression.