Define a state model
Create a schema for session state and keep it small and explicit.
Memory notes
Store long term notes with a source, timestamp, and confidence.
Privacy and retention
Expire memory notes and prevent sensitive data from persisting.
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Context engineering with memory notes
Store long term memory notes and state for multi-session workflows.
Intermediate17 min readJun 25, 2025
Agents SDKMemoryState
Key takeaways
- Store short term state separately from long term memory.
- Attach TTLs and privacy labels to memory notes.
- Summarize memory before reuse.