{"schemaVersion":1,"target":{"type":"reading","id":"54dc6568a7b996d49dedce52aa82dc56d81f92ac4b62bb7c0c1fd62a4f79d4f1","revision":"c1b62f4b-409a-4cf1-8915-a64ca9bb5d4b","revisionKind":"publication-id","title":"EnvOpt authors report Claude gains from optimizing agent environments","url":"https://escapemeridian.com/readings/envopt-authors-report-claude-gains-from-optimizing-agent-54dc6568"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.07372","revision":"cf11755910ce033daa24a87235c2f52e89a3d267ff65e4a9af50f72d018f2b9a","revisionKind":"sha256-source-text","title":"EnvOpt: Automated Optimization for Agent Environments","url":"https://arxiv.org/abs/2611.07372"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}