The Port, Not The Kernel
MCP standardised what an agent can reach. It did not standardise how an agent decides. The gap between those two sentences is the next layer to build.
Writing
On the structures and missing layers that determine how AI decisions form, execute, and evolve across thousands of interactions, over time — and why they must be controlled.
May
2026
MCP · Governance
April
2026
AI Decisions · Systems
The Missing Layer: What Governs AI Behavior
Your AI approves one day and rejects the next. Every execution looks clean, yet something accumulates between them — invisible, uncontrolled, and unowned.
April
2026
AI Decisions · Field Notes
The Wrong Moves: When More Controls Don't Fix the Problem
More guardrails. More monitoring. More alerts. Same outcomes. Why every control teams add to AI decisions sits at the edge of the moment that actually matters.