The most common failures for production agents are behavioral: looping, reasoning leakage, user frustration, and more. Using a frontier model like GPT or Sonnet to judge every turn is too expensive and slow to run at scale. How it works: We use a modern LLM with hybrid attention and remove the ...

Source: [Hacker News](https://news.ycombinator.com/item?id=48739038)

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