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Agent Swarm Achieves 80% Test Pass Rate on SQLite (Rust) Task via Tree Decomposition
An experiment demonstrates that by decomposing tasks into a tree structure of planners and executors, an agent swarm achieved an 80% SQL test pass rate in four hours using Grok 4.5, while the old agent swarm failed within the second hour. The new system peaks at 1,000 submissions per second, prompting the team to build a dedicated version control system from scratch. This architecture has been validated in tasks such as building browsers, fixing bugs, and generating billions of tokens of synthetic data.
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