The archive

Every lesson we've published.

Newest first. Browse by room from the nav, or by company and problem from the database. Older pieces stay reachable forever — we don't archive away from URLs.

A dramatic close-up of a glowing computer monitor in a dark home office at… Webmcp 5 min read
Webmcp

WebMCP Implementation: I Shipped a Zero-Adoption W3C Standard on My Own Site

My access logs for last month: ClaudeBot and GPTBot together pulled 38,402 pages. Referral traffic from any AI surface back to the site that same month: 11 sessions. Eleven.

D David Thornton
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A young male developer sitting alone at a cluttered desk in a dimly lit… Bootcamp 5 min read
Bootcamp

Academic Honesty Won't Get You Hired. But Faking It Gets You Erased.

A friend of mine — I'll call him Devon — had his freeCodeCamp certification revoked in 2022, and the email took him four days to open.

H Hannah Mercer
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Two open technical documents lying side by side on a dark matte desk under… Machine Learning 4 min read
Machine Learning

Reading the GPT-4 Technical Report vs. the GPT-3 Paper: What Actually Changed Between Two Documents

The GPT-3 paper told you how to build it. Tables of parameter counts, layer widths, the 175-billion number printed plainly, the training mixture broken down by source.

J James Prescott
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