Pondera is a lightweight, YAML-first framework to evaluate AI models and agents with pluggable runners and an LLM-as-a-judge.

Analyze Claude Code session logs and generate efficiency reports, cost diagnostics, and actionable recommendations. This project reads local JSONL session logs, computes deterministic efficiency signals, and can optionally add local LLM recommendations using Ollama.

Bilingual LLM annotation dataset — EN/PT quality evaluation