Fix My Agent (FMA) – Automated diagnosis and repair for AI agents

Summary: Fix My Agent automates the diagnosis, fixing, and evaluation of AI agent failures by simulating real-world scenarios and running domain-specific evaluations. It identifies root causes at system and prompt levels, suggests fixes, and enables parallel testing to optimize agents quickly.

What it does

FMA detects why AI agents fail by simulating thousands of scenarios and running Turing model-based evaluations. It iterates through test, fix, and evaluate cycles automatically, allowing users to review differences, compare outcomes, and deploy improved versions efficiently.

Who it's for

It is designed for AI/ML engineers, prompt engineers, and AI product managers building voice and chat agents across domains like booking, claims, onboarding, sales, and fintech workflows.

Why it matters

It reduces the manual debugging process from weeks of sequential testing to hours of parallel evaluation, providing actionable fixes and proof of improvement to accelerate agent optimization.