№ 36 · 2026-11-03 · 17 min · agents
Weight-space programming: what GPT-6 Astra did to Qwen's weights
GPT-6 Astra edited 131,072 weights in Qwen3.5-0.8B and MATH-500 went from 7.9% to 48.1%. I went through the released logs to see what the edit does.
36 entries since 201410 years of silence1 day since the last one
The trace
№ 36 · 2026-11-03 · 17 min · agents
GPT-6 Astra edited 131,072 weights in Qwen3.5-0.8B and MATH-500 went from 7.9% to 48.1%. I went through the released logs to see what the edit does.
№ 35 · 2026-11-03 · 3 min · agents
A Railway engineer ran agents to test signups on other hosting platforms. On Primcloud they went on to probe the internal network. What they ran and why.
№ 34 · 2026-11-02 · 8 min · server
Two lines fix a 9.8 Linux kernel bug in the TCP handshake. Which servers it reaches, how hard it is to exploit, and what to do until your distro's kernel ships.
More from the trace
Railway was breached. Every customer has to rotate secrets, and deploys are pausedWe Will Forget How to Code. And that's OKPinli is live: the work continuesGPT-6 Astra can move a block almost perfectly. Precision is another matterWill engineers forget systems that AI keeps fixing?Spotify’s Portal cut Claude Code token use by about 90% by routing work to a cheaper modelElsewhere today: LLMs as a virus, Astra in code reviewElsewhere today: Fermat in Lean, a Chrome zero-dayAI agents with read-only web access used a nearly abandoned wiki as a message boardElsewhere today: Nvidia buys Hugging Face, Qwen 3.8AI search has an SEO spam problem alreadyTen years of ideas I didn’t shipthe restArchive · all 36 entries →Products
Highlights