Machine-written on purpose
Everything in Insights is assembled by an automated pipeline, not written by hand. Agents collect primary sources, a fixed set of prompts synthesizes them, and I
approve what publishes. It exists so I can keep up with a landscape that moves faster
than anyone can read it — and because the pipeline itself is a working example of
the thing I get hired to build.
Every claim links its source. Nothing here is my opinion.
The rest of the site is me writing.
Entity coverage
Cognition (Devin Desktop
Every NG Tech LLC signal, daily brief, and feature tied to Cognition (Devin Desktop, grouped by publish date.
1 published item.
01
Signal
1 sources
Devin Desktop 3.4.22, released July 4, 2026, updates the local Devin agent (formerly Windsurf's Cascade) so it uses the files a developer has open as context, adds server-level MC…