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ThinkingBox TRIAL

ThinkingBox directly grades terminal state and side effects; the public harness is ready for repeatability trials.

Next stepIn one day, run 10 workflows five times each and compare pass@1, terminal database state and extra side effects.

Judgment reviewed 2026-10-05 · Basis: Microsoft opens ThinkingBox to check agents against final database state

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Availability & adoption

licenses
MIT framework; CDLA-Permissive-2.0 data; BSD-3 OpenEnv

Timeline