Hans Reinl — AI-Native Systems Architect & Engineering Advisor
Hi, I'm Hans. I help engineering organizations transition from legacy architectures to AI-native products and coach teams on production AI patterns: RAG, MCP, guardrails, and agentic engineering across the SDLC.
From the Blog
From Vibe Coding to Agentic Engineering at code.talks
AiAgentic engineeringVibe codingSDLCConferencesEngineering leadership

I spoke at code.talks in Hamburg about moving from vibe coding to agentic engineering. About 150 people showed up on Stage 3. Notes from the talk, the crowd, the sessions I sat in, and where things go next.
AI Coaching, Systems & Engineering Advisory
I coach engineers on production AI patterns — RAG, MCP, guardrails, and agentic workflows — and work with teams on AI strategy, hands-on implementation with the Vercel AI SDK and Next.js, and engineering leadership. Available for bootcamp-style coaching, team workshops, and conference talks.
Working Draft Podcast
Co-hosted since 2011 with Schepp, Peter Kröner, Vanessa Otto and Stefan Baumgartner — educating the German-speaking web development community every week.









