Blog

Airlock: controls and shared evidence for overseeing AI agents

September 13, 2026

AI agents now take real actions on the world, and there is no shared record of what they attempt. A proposal for common infrastructure between labs, compute providers and independent auditors.

How we find where AI actually cuts costs

August 26, 2026

Our diagnosis method: from intuition to a prioritised opportunity map with estimated ROI.

AI agents in production: what actually matters

August 26, 2026

The distance between an impressive demo and a reliable production agent is measured in controls.

Custom software in the AI era: faster, not more fragile

August 26, 2026

AI has changed the economics of custom software. What has not changed is the engineering.

APD 30th Anniversary: Predictions for a Decade

June 25, 2025

A Journey to the Future from the Past: Rereading My 2001 Predictions