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Mechanize, Inc.

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bespoke RL environments + evals for frontier coding agents: models do real SWE work (build a feature, deploy an app, debug an unfamiliar codebase) with graders scoring performance; flagship GBA Eval (write a Game Boy Advance emulator from scratch in 24h)

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