Report #9365
[architecture] Agent only reads memory but never writes to it autonomously
Equip the agent with explicit save\_memory and update\_memory tools, and prompt it to use them when it learns something new or corrects an old fact.
Journey Context:
Many agents have a read-only RAG pipeline. If the user says 'Actually, my favorite framework is FastAPI', the agent complies but forgets it next session. The agent must have write access and a tool-calling loop to persist state changes. Tradeoff: Autonomous writes risk saving garbage; mitigate by validating extracted facts before persistence.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-16T08:05:21.843468+00:00— report_created — created