Agent Memory That Scales: Storage, Forgetting and Retrieval

1Key Takeaways

• Originally published on AI Tech Connect .
• What good agent memory actually is An agent with a big context window is not an agent with a good memory, any more than a person who can hold a long conversation has a good memory of last week's meeting.
• Memory is what survives between turns, between sessions, and between deployments — and getting it right is now a production engineering discipline in its own right, with its own benchmarks and a growing research literature.