Memory Write Policies: What to Save, When to Save, and Consent

Agentic AI 17 min min read Updated: Feb 26, 2026 Intermediate
Memory Write Policies: What to Save, When to Save, and Consent
Intermediate Topic 7 of 9

Memory Write Policies: What to Save, When to Save, and Consent

Why you need a write policy

If you save everything, your agent becomes noisy, expensive, and risky. A good memory system is selective.

A simple write decision

  • Is it stable over time?
  • Will it help future interactions?
  • Did the user consent?
  • Is it safe to store?

Consent patterns

Use explicit UI toggles (preferred), or clear language: “Do you want me to remember this for next time?”

Expiration and updates

Preferences should be overwritable. Facts should carry timestamps. Add retention rules like 30/90/180 days based on sensitivity.

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