Blog
Platform engineering, AI agents, and infrastructure safety.
Platform Engineering: Can We Do Better with AI?
A decade of platform engineering is a reinforcement learning run that lives inside a person. Build the loop instead: bounded proposals, cheap evidence, staged stakes — and every lesson lands as a legible rule, not a memory.
Document First, Then Apply: AI Meets Regulated Change Management
Regulated change management demands describe-then-approve. AI agents are stochastic. The resolution: stochastic processes may author, only deterministic processes may apply, and approval binds to the artifact in between.
AI for Platform Engineering Is a Different Problem
The industry watches agent actions and asks "is this actor trusted?" The layer under the code allows a stronger model: valid states that cannot be committed otherwise, and transitions that prove themselves as they run.