The Hidden Meter
Per-seat AI pricing was never flat. The meter was just invisible. As of June 1, it isn't.
Thoughts on technology leadership, AI strategy, and building engineering organizations.
Per-seat AI pricing was never flat. The meter was just invisible. As of June 1, it isn't.
AI coding agents are improving every velocity metric while the underlying system becomes harder to reason about. Why throughput and comprehension are decoupling — and what to do about it.
The 95% of enterprise AI pilots that show no P&L impact may say less about the technology than about the SaaS-era frameworks we're using to measure it.
When an agent with persistent memory learns from a poisoned repo, reverting the commit doesn't revert the lesson. A new class of supply-chain risk hiding downstream of remediation.
AI has made knowledge workers faster, but the real value requires auditing the work itself — not bolting assistance onto workflows designed for humans doing every step.
Why most enterprise AI initiatives stall — and the organizational design pattern that keeps them moving.
A pre-deployment evaluation framework for agentic AI in the enterprise.