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

After analyzing over 500 GitHub issues about AI agents, a developer found that the most common production problems are loops, false completion, replay, retries, wrong tool, and non-deterministic execution, not prompts, memory, or RAG. This led to the creation of Failproof AI, a tool focused on reliability rather than yet another framework.

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.