Your teams work with GitHub Copilot, Claude Code or Cursor. I make sure it pays off.
Before the rollout I measure where your engineering stands. Then I set up quality gates that apply to people and agents alike, built to survive the next tool switch as well. I'm Daniel Sogl and I lead AI Engineering at SHI GmbH.

Spoken at
Angular Days Berlin, BASTA! Mainz, JS & Angular Days, MD DevDays, AI Poland, Angular Days München, BASTA! Spring, enterJS, Frankfurter Buchmesse. More than 50 talks in ten countries since 2024.
Upcoming talks
- Smarter Coden mit KI: Modernes AI Coding Setup für EntwicklerBASTA! Mainz
- Eigene KI-Agenten und KI-Workflows mit Mastra.aiBASTA! Mainz
- AI for Developer Productivityangulararchitects.io, Online
- Agenten von der Leine lassen — was ein Team dafür beherrschen mussFrankfurter Buchmesse
- Vom Zufallstreffer zum verlässlichen ErgebnisFrankfurter Buchmesse
Slides, recordings and code for every talk since 2024 are in the archive.
Working together
The numbers for the baseline come from your own systems. That is the only way to show later what the rollout achieved. Which tool fits is something we settle afterwards.
Your team writes the rules and checks itself, and I help harden them. When I leave, it should keep running without me.
Tool-agnostic
Instructions and skills live as files in your repositories, and every one of these tools can read them. The checks run in your CI. If your team switches tools, most of it stays in place.
- GitHub Copilot
- Claude Code
- Cursor
- OpenAI Codex
- Windsurf
- Gemini CLI
- JetBrains AI
- Cline
Contact
For speaking enquiries and everything else: daniel.sogl@shi-gmbh.com
Bios and photos for organisers are in the press kit.