{"schema_version":"onlylabs.public_signal.v1","title":"Cerebras Writing: Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World","description":"Cerebras writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/99e095df-f57b-495f-9ad0-dc2019307e1e","json_url":"https://onlylabs.fyi/signals/99e095df-f57b-495f-9ad0-dc2019307e1e/signal.json","generated_at":"2026-06-27T00:53:52.235Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T20:26:30.993041+00:00","org":{"slug":"cerebras","name":"Cerebras","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cerebras","dossier_json_url":"https://onlylabs.fyi/labs/cerebras/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/99e095df-f57b-495f-9ad0-dc2019307e1e","signal_json":"https://onlylabs.fyi/signals/99e095df-f57b-495f-9ad0-dc2019307e1e/signal.json","source":"https://www.cerebras.ai/blog/scaling-code-repair-agents-with-reinforcement-learning-extending-openhands-for-real-world","lab_dossier":"https://onlylabs.fyi/labs/cerebras","lab_dossier_json":"https://onlylabs.fyi/labs/cerebras/dossier.json","analysis":"https://onlylabs.fyi/analysis/cerebras","analysis_json":"https://onlylabs.fyi/analysis/cerebras/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cerebras/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Cerebras published Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World. 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cerebras.ai."},{"subject":"Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World","predicate":"has watch term","object":"RL environments","text":"Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World has watch term RL environments."},{"subject":"Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World","predicate":"has watch term","object":"Agents and tool use","text":"Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Cerebras published Scaling Code Repair Agents With Reinforcement Learning Extending Openhands For Real World. 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