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Our Thoughts

Essays on what machines need from the web.

High-level writing about context for agents, machine-scale libraries, and how information changes when machines read it.

When the Reader Changes

Cloudflare Radar crossed a consequential line: bot traffic ahead of human HTML requests. The point is what it says about the reader.

Latest essays

6 entries
When the Reader Changes
Cloudflare Radar crossed a consequential line: bot traffic ahead of human HTML requests. The point is what it says about the reader.
Good Search Starts Before the Query
Some people are better at Google because they know what to ask. Agents need that temporal context before they search.
The Future We Feed Machines Is the Future We Inherit
A machine library isn’t an archive. It’s a maintained system: versioned, queryable, and refreshed.
We Taught Machines to Read. Now We Give Them Something to Build On.
Agents can read everything, but decision-quality work demands stable, attributable context.
Our Machines Read Everything. Most of It Wasn’t Written for Them.
The web optimized for attention. Machines need structure, provenance, and refresh.
Building Machine-Scale Libraries
What it means to maintain context as an operational system—not a pile of documents.
The Context We Give Machines Determines What They Become
Model behavior is bounded by the context layer: what you feed, refresh, and defend.