12 agents reproduce 64 papers, with Jev handling the small decisions
A dev splits 64 papers across 12 Anthropic agents for reading, building and reviewing; the author's demo spider uses Jev for millisecond tool-choice decisions and Opus for the rest.
yOu'rE StIlL F*CkInG ArOuNd wItH OnE AgEnT AnD OnE GiAnT TaSk. Meanwhile, a dev ran 64 papers through 12 Anthropic agents and got a lab that lives in your browser. Turn a knob, the result follows. 4 jobs between the 12 agents, and nobody got "do everything". Readers strip each paper down to its math and settings and pass that to the builders. Builders make every method run as its own module. Reviewers compare each result with what the paper says and catch sims that just look right. Interface agents bolt a control onto every setting. The post's score: 28 reference scenes, 11 methods, 7 of them matching their references, 4 flagged for a second look. When did your last agent run flag anything? 12 agents also means a pile of tiny decisions, like which tool to use or whether to retry. My video's spider has 2 brains: JEV answers the no-brainers in milliseconds, Opus checks the leftovers. The spider picks up the pieces. Try it on 1 paper. No new agents until the output agrees with the paper, and the reviewer can't be the agent that built it.
This post quotes another post: x.com/model_culture/status/2105354309680435332