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Agent Anchor

让生产环境里的 AI 智能体不再悄悄变差:一个能发现质量下降、找到原因、并检验修复的闭环。

CMU capstone · BNYagentsllm代码未公开正文为英文。

What it is

An industry capstone with BNY. AI agents in production can quietly get worse as the models, prompts and tools underneath them change, and today a person usually notices before the system does. Agent Anchor is a loop that catches it first.

The loop

  • Notice a real drop in quality.
  • Diagnose what changed.
  • Fix it.
  • Verify the fix didn’t break anything else.

My part

I work on both ends: deciding what should count as an agent getting worse, and checking that a fix actually helps before it ships.