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- Willison says context will not be free, so it’s essential to offload state.
- Offloading state means you’re constructing a reminiscence retailer (typically a vector retailer, generally a hybrid retailer, generally a relational database with embeddings and metadata).
- That retailer turns into each the agent’s mind and the attacker’s prize.
Most groups are at present bolting reminiscence onto brokers the way in which early internet apps bolted SQL onto kinds: shortly, optimistically, and with roughly the identical degree of enter sanitization (not a lot). That’s the reason I preserve insisting reminiscence is simply one other database downside. Databases have many years of scar tissue, corresponding to least privilege, row-level entry controls, auditing, encryption, retention insurance policies, backup and restore, knowledge provenance, and governance.
Brokers want the identical scar tissue.
Additionally, keep in mind that reminiscence is not only “What did we discuss final time?” It’s id, permissions, workflow state, device traces, and a sturdy document of what the system did and why. As I noted recently, should you can’t replay the reminiscence state to debug why your agent hallucinated, you don’t have a system; you have got a on line casino.
