Field notes

Notes from the front line of AI adoption.

Short, honest writing on what is working, what is not, and what we are learning inside real organisations.

Production Architectures for Agentic AI: Microsoft, Google, and AWS Compared

The hyperscalers have spoken. Microsoft, Google, and AWS have each published production reference architectures for agentic AI. The naming differs, the services differ, but the underlying patterns are remarkably similar. This matters because it signals where enterprise AI is heading and what…

21 January 2026 Read →

Implementing AI Agents? Your Business May Already Know How

A Pattern-Based Approach While organisations rush to implement AI agents, they're overlooking something crucial: the patterns for successful AI agent implementation already exist in their businesses. After working through numerous AI agent developments, I've noticed a striking insight - we're…

Agentic AI

15 November 2024 Read →