Aa

The publication

annotations

Weekly guides, tool breakdowns, and field notes from the frontline of implementing smarter marketing systems. Subscribe on Substack for exclusive writing and access to the Blueprints library.

Featured writing

April 2026

A central hub for AI-native teams

Teams using AI are often dealing with fragmentation, context drift, and version control issues. The missing piece of the puzzle is a centralised context hub, powered by a private MCP server. This is the guide to the latest Inference Blueprint.

Coming soon

May 2026

Claude Code won't make you a better marketer

AI will make you faster. The question is whether you're building something worth making faster.

Read →

April 2026

Introducing: Inference

Today I'm launching Inference, a marketing practice that writes, builds and consults about building smarter marketing systems.

Read →

Don't miss one.

New annotations land every week.

Subscribe →