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
Ant Group
Every NG Tech LLC signal, daily brief, and feature tied to Ant Group, grouped by publish date.
1 published item.
01
Signal
1 sources
On July 23, 2026, Vercel added Ant Group's Ling 3.0 Flash to AI Gateway, a Mixture-of-Experts model with 124B total parameters (about 5.1B active per token), a 256K context window…