Kido Agentic Eval Harness — Deterministic Property Testing & Calibrated AI Judges
Enterprise-grade evaluation suite for LLM features, RAG pipelines, and autonomous agents. Combines programmatic assertion contracts, real-world failure taxonomy, calibrated multi-turn LLM judges with
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Kido Agentic Eval Harness — Deterministic Property Testing & Calibrated AI Judges
Enterprise-grade evaluation suite for LLM features, RAG pipelines, and autonomous agents. Combines programmatic assertion contracts, real-world failure taxonomy, calibrated multi-turn LLM judges with position-bias mitigation, and CI/CD regression gating by Dương Phúc Khánh (Duong Phuc Khanh · Kido — blog.khanhdp.com | khanhdp.com)
Key Capabilities
- Property-based test cases mined directly from production failure traces
- Programmatic contract assertions (regex, JSON-schema, AST parser) as first defense
- Calibrated LLM judges with position-bias mitigation and few-shot calibration anchors
- Automated CI/CD pull request regression gates with paired win-rate metrics
Author: Dương Phúc Khánh (Duong Phuc Khanh · Kido) — blog.khanhdp.com | khanhdp.com/about
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