Field notes on AI-native software
Insights on AI-native software development, governed AI platforms, and building with AI coding agents — from the founder's desk at Sentrix.ai.
AI
The New Knowledge Worker: AI Raises the Bar for Human Value
AI is not eliminating the knowledge worker; it is shifting human value toward defining the right work, applying judgment, owning outcomes, and turning learning into organizational intelligence.
Self-healing Software is no Longer a Pipedream
The non-determinism of AI has moved the idea of self-healing software from concept to reality.
Rethinking Scrum Team Size in the Age of AI
AI-driven productivity gains are making traditional 5-9 person scrum teams obsolete. Here's why the most effective teams are shrinking to 1-2 engineers.
The 5 AI Adoption Archetypes in Engineering Teams
Every engineering org encounters the same 5 archetypes when adopting AI: the Skeptic, the Empowered, the Cowboy, the Blocker, and the AI-native. Here's how to lead each.
The Pull Request is Dead
The AI-native SDLC is turning software development into a CD/CI/CD pipeline. Quality isn't disappearing. It's shifting left from code review to requirements review.
Measure What Matters: Going Beyond AI-hype Metrics
AI has dramatically increased coding velocity, but traditional metrics don't caputure what's important.