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I Read 500+ GitHub Issues About AI Agents. We Keep Solving the Wrong Problems.

Everyone talks about prompts memory RAG But production issues were actually loops false completion replay retries wrong tool non deterministic execution Here are the top 7. That's what led us to build Failproof

Mayank Bansal
Mayank Bansal

Posted on Jul 15

I Read 500+ GitHub Issues About AI Agents. We Keep Solving the Wrong Problems.

Everyone talks about

  • prompts

  • memory

  • RAG

But production issues were actually

  • loops

  • false completion

  • replay

  • retries

  • wrong tool

  • non deterministic execution

Here are the top 7.

That's what led us to build Failproof AI not because we wanted another framework, but because we kept seeing the same reliability problems across every framework.

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