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4/30/2026 6:28 am  #1


How to control AI agent behavior in production

I've encountered problems with my AI agents in production, where they sometimes behave unpredictably. How can I effectively monitor and manage their behavior to quickly identify deviations and maintain stability? I'm particularly interested in approaches to deeply analyzing their performance.

 

4/30/2026 6:31 am  #2


Re: How to control AI agent behavior in production

AI unpredictability is always a challenge, so I understand your concerns. For monitoring, I would recommend focusing on metrics that directly reflect agent health and setting up alerts for anomalies.

 

4/30/2026 6:34 am  #3


Re: How to control AI agent behavior in production

Try implementing the llm observability concept. This will allow you to track every step of an agent in production and quickly identify anomalies. For in-depth analysis, I recommend looking at the platform https://respan.ai/ It automates problem detection without manually combing through logs. The best price/quality ratio is currently offered by ready-made solutions with alerts for deviations, rather than custom-built systems.

 

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