Practical AI systems for real life — connected, observable and trustworthy by design. From an idea and raw data to a working application I can actually rely on.
Bosch ride data, Garmin metrics, real weather and an MCP server — combined into one personal AI system I can query from ChatGPT or Claude. The hard part wasn't the AI; it was making the numbers honest.
Read the full article →I build the tools I wish existed — small, sharp AI systems that solve real problems in my own life, then prove they can be trusted. AuditLab is where that work lives, in the open.
It is not an agency or a SaaS sales page. It's an independent lab: real projects, working systems, and technical writing — connected to real data, observable end to end, and trustworthy by design.
The public site is open. Notebooks, traces and dashboards (Phoenix · JupyterLab) require authentication — access is restricted to the lab owner.