Pick the right models. Give them the right infrastructure

说明与用途

代理忘记，记忆不透明。引入基于文件的记忆系统，配备收据、大小限制和秘密扫描，以实现可审计性和可靠性。

问题

Agents forget and their memory is opaque, making it hard to audit or trust what they remember.

结果

Agents now have auditable, size-limited, and time-bound memory, improving reliability and transparency.

工作流

• 1. Identify memory issues in agents. 2. Design plain-file memory with receipts. 3. Enforce size thresholds and age-out rules. 4. Run a secrets scan before data ingestion. 5. Publish rules and audit logs publicly. 6. Iterate with new rules and measurements.

证据

Agents forget. And when they do remember, you usually can't see what they remember, where it came from, or why it is still there.

来源

We built the discipline we needed: memory as plain files, with rules. Every memory carries a receipt — a date and a source.

来源

Memory files have size thresholds and age out when idle. A secrets scan runs before anything lands.

来源