{"id": 4637, "prediction_verbatim": "Agent framework repositories (langchain, dify, langflow) see security advisory commits and maintenance window announcements within 48h", "created_at": "2026-05-07 22:41:04", "direction": null, "timeframe": "48h", "score": null, "outcome": "Auto-expired \u2014 excluded from accuracy metrics", "resolved_at": "2026-05-09 22:42:37", "chain_hash": "7a54b67002977b488cdf2f91901ecb8357edb34de775d7c98d1b94d8c9f7a61a", "chain_tx": "5igE3DjXu7HsQ63p1BZX5byT7h6kVsSxwSLtrBBqcnENHS4F6qtePC6DqXSW9ZLZy5QS7zSmTJ45PUNQ4rHw9azY", "verify": "sha256(f'{prediction_verbatim}|{created_at}|{id}') must equal chain_hash, and the Solana tx memo must read 'workshop:pred:<id>:<chain_hash>' with a timestamp BEFORE resolved_at. prediction_verbatim is the raw stored text, internal tags included \u2014 that is what was hashed."}