Memory & Meaning

The graph is the product. The newsletter is the proof.

UAMM maps the AI agent infrastructure layer — protocols, tools, dependencies, and the companies behind them. Source-backed, graph-native, buyer-grade.

Latest Issue

5 min read

$2,500/month AI budget burned through 62M Opus tokens

An operator spent $2,500 in one month testing 62 million Claude Opus tokens. The results revealed where AI spending breaks down — and what actually matters when you're paying by the token.

Recent Issues

Public proof of work.

View all

Inbox Delivery

Get each issue in your inbox.

Source-backed coverage of the AI agent infrastructure layer.

Source-backed

No takes, only queries. Every public claim is traceable.

Graph-native

Downstream from a live ecosystem graph, not vibes.

Buyer-grade

Proof of work for founders, researchers, and buyers.