Open-source iFixAi audits AI agents in 120s with 60 checks and an A-F grade
thisdudelikesAI · x · 2026-10-03
The author argues that existing eval, red-teaming, and observability tools only grade technical capability—token efficiency, latency, prompt injections—and never answer the production question that matters: is the agent doing what it's supposed to do per your business rules?
iFixAi is an open-source auditor built for that:
- Treats the agent as a black box, probing a live deployed agent over its HTTP endpoint or a bare model API
- A separate judge model grades answers; a grade is only citable when graded by a different vendor's model, so agents never mark their own homework
- Runs 60 inspections and returns an A-F grade in under 120 seconds
- Grading spans 5 core pillars, including Fabrication (using tools it wasn't granted)
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