iFixAi is an open-source, fixture-driven diagnostic that runs 32 inspections across five categories of AI misalignment risk. It can screen any AI agent or deployment with a single command, producing replayable results. The tool helps teams identify issues such as hallucinated citations, unauthorized actions, missing audit trails, sycophancy, prompt injection, and inconsistent outputs.
iFixAi is a LLM eval & observability product. It focuses on diagnosing and auditing AI agents for various forms of misalignment including fabrication, manipulation, opacity, deception, and unpredictability. It is built as an open-source project for developers. iFixAi is open source under the Apache-2.0 license. It runs on the command line.
It is developed by iFixAi, and the product first shipped in 2026. Development happens publicly on GitHub with 3k stars and 58 commits in the last 90 days. Key capabilities include misalignment detection, fabrication checks, and manipulation tests.
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