Ahnenhain Systems
AI automation and platforms, set up and handed over.
I am Julius C. Gnädig, a DevOps/Platform & AI Engineer. I build AI workflows, agents and platforms that run with the people who use them: self-hosted, traceable, and with a human who signs off.
Focus areas
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AI automation
Agents and workflows built with n8n and AI models that take over recurring work. Set up, tested and handed over with a walkthrough.
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Platform and data
Kubernetes, streaming and data pipelines. Self-hosted, securely connected and built to run without constant attention.
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AI adoption in teams
Teams learn to use AI tools productively and responsibly: with clear rules on which data may go where, and a human who reviews every result.
Selected projects
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In daily use
Symbiont
A self-hosted system that brings together nutrition, training and body data and suggests next steps. AI interprets, a human decides.
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Built for my own needs
Automation for farming and beekeeping
A digital hive record for bee colonies and land parcels from open geodata as a map layer, designed as modules that run on site.
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Live since 2026
My own company IT as a reference
Mail with SPF, DKIM and DMARC, a website without third-party requests, signed commits, automated checks before every release and daily monitoring.
How I work
The machine may generate, a human has to sign off. Every draft and every analysis is reviewed before it is used. Systems are set up and handed over, not operated by me. And I deliberately take on only a few projects at a time.
Contact
For projects, questions or a first conversation, reach me by email or phone. I work in German and English.