Field Notes

Practical observations on AI, automation, and building systems that hold up in the real world.

AI systems8 min read

Where AI automation actually creates operating leverage

A field guide to finding work worth automating, drawing the boundary, and measuring what changed.

Read the field note
  1. 01Identify the constraint
  2. 02Draw the boundary
  3. 03Build and integrate
  4. 04Measure the change

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AI systems10 min read

AI Agents and Swiss Data Protection in 2026: A Practical FADP Checklist

A practical Swiss FADP checklist for companies deploying AI agents with personal data, cloud providers, automated decisions and human approval.

 AI systems8 min read

Where AI automation actually creates operating leverage

A field guide to finding work worth automating, drawing the boundary, and measuring what changed.

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