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agentrial

agentrial

Run your AI agent 20x. Get confidence intervals, not vibes.

2 followers

Your AI agent passed the test. But would it pass again? LLMs are non-deterministic — the same task can fail 30% of the time on the next run. agentrial runs each test case N times and gives you confidence intervals instead of pass/fail. Wilson CI on pass rates, failure attribution via Fisher exact test, real API cost tracking, CI/CD regression detection. Works with LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, any Python callable. YAML config, MIT license.

agentrial launches

Launch date
agentrial
agentrial Run your AI agent 20x. Get confidence intervals, not vibes.

Launched on February 7th, 2026