🧪 AI Agent Eval Harness
Production-grade evaluation for AI agents and LLM pipelines. Based on 500+ real eval runs from the CodeIntel bug-fixing pipeline.
500+
Eval Runs
3
Layers (Unit/Integration/Adversarial)
47
Intelligence Index
98%
Semantic Accuracy
🎯 Test the Eval Harness
Enter a prompt and see how the eval system scores it for hallucination risk, reasoning quality, and factual grounding.
Results will appear here with scoring breakdown.
📋 Eval Framework
Layer 1: Unit Tests Individual function/response checks — does the output contain required elements?
Layer 2: Integration Multi-step reasoning chains — does the agent maintain context across tool calls?
Layer 3: Adversarial Prompt injection, edge cases, and hallucination probes — does the agent resist manipulation?
🔧 PR Pipeline Performance
30+PRs Submitted
15+PRs Merged
3Active Repos
DailyCadence
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Custom eval harnesses, hallucination detection, and CI/CD integration for production AI agents.