The Interfaces Are Arriving – O’Reilly

The most consequential AI news of the past year came from a standards body. In December 2025, Anthropic donated the Model Context Protocol to the newly formed Agentic AI Foundation, a directed fund under the Linux Foundation cofounded by Anthropic, Block, and OpenAI,...

Navigating the New AI Operating Model for Enterprises

The enterprises that succeed will therefore not necessarily be those with today’s best model, the largest AI budget, or the highest percentage of automated tasks. They will be organizations that can repeatedly absorb new intelligence without surrendering judgment;...

Own the Outer Loop – O’Reilly

What I’m suggesting is a practical operating model for scaling agentic engineering. There’s inner and outer loops. The inner loop is where the work is done. Loops are designed to be as independent as possible. Put all quality assurances and verification inside the...