Glean 拾遗
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11-12

1,000 agents, no researcher: a self-organized Lean proof of Fermat

A thousand agents running an early build of Claude Fable 5.2 formalized Fermat's Last Theorem in Lean in 28.7 hours, without the Prove2Me coordination platform or a researcher steering the work. Each agent got its own network-isolated sandbox, a Git branch, a shell, Lean plus Mathlib, and access to a shared Postgres database. The lead model spent its first ten minutes creating five tables to announce orders, assign statements, collect notes, queue subtasks and log finished work; helpers then claimed tasks and reported progress through them. After most agents judged 47 of 60 statements infeasible, the lead reallocated nearly everyone to the remaining ten, and later built a 2,418-node task tree up to ten levels deep for Langlands–Tunnell. The post details the safety stack—sandboxing, a blocking classifier on every tool call, and offline monitoring—and concedes that agents still misjudge difficulty and quit early.

claude.dev · 23 min · Agent Harness · Ai Safety · Formal Verification
08-08

Cloudflare Computer: How to Cut AI Agent Sandboxing Costs by 80%

The default way to sandbox AI agents is to keep a full Linux container alive for every agent. Cloudflare Computer proposes a split: the Workspace Durable Object (with a SQLite VFS) owns authoritative project state; ordinary reads, searches and edits run in a Worker isolate via workspace.fs and just-bash; real Linux operations like npm install and build start a container on demand, and a post-command pull synchronizes changes back. Using a small Vite site as the test case, the author shows code for switching backend between worker-shell and container, and warns that exitCode 0 alone is not durability — sync.status must be 'complete'. A cost model projects that dropping container duty cycle from 100% to 10% reduces monthly cost from ~$36.83 to ~$7.53 (79.6%), while node_modules is deliberately kept disposable. A strong read for engineers building coding agents, sandboxes, or durable workspaces.