Blog
Field notes on AI-native software and automation.
Practical essays for founders and operators building faster systems.
Latest writing
May 12, 2026
Designing AI agents that survive real operations
A practical framework for context, permissions, memory, and escalation paths.
April 28, 2026
Why custom CRMs outperform generic pipelines
The business case for systems shaped around your motion, data, and team rituals.
April 9, 2026
Automation strategy for lean teams
How to identify repetitive work without creating brittle workflows.