Every post, every month.

Trust boundaries don't live in folders

Real web search for every model in Shannon

Sign in with X, and link it to your Google account

The model that scored 7 and 3 on the same test

Intelligent model routing with Auto

False green: when a passing test vouches for a dead feature

The one-line model swap that broke every multi-turn run

Preview agent-built web pages with HTML View

The security rule I reverted was right all along

Edit Word, Excel, and PowerPoint files, and preview the result inline

Image generation and editing, versioned in place

One click, 221 re-renders: React Context can't subscribe to a field

Python and JavaScript count characters differently

The test database that lied

Rate-limited by tokens, not requests

Translating an SDK loop into one stream

Two pipelines, one timeline: rendering agent activity across live and historical views

Hibernating an agent loop

Import from Google Drive, and accepted edits write back

Track agent changes through Version History

Review every agent edit with tracked changes

A vision for coworking with agents