Evaluate AI agents with Unix-style pipeline commands. Schema-driven adapters for any CLI agent, trajectory capture, pass@k metrics, and multi-run comparison.

spaCy-based CLI for web linguistic analysis with embeddings, sentiment, POS/NER, and Unix pipeline composability. Outputs JSON, Parquet, CoNLL-U for ML workflows.

A self-optimizing Unix pipeline tool that extracts unstructured data over stdin using local LLMs, automatically compiling ReDoS-proof fast-path Regex on the fly for 95% faster subsequent runs.

Minimal multi-provider LLM CLI. Single static binary, no runtime dependencies. Pipe stdin through any of 8 LLM providers (OpenAI, Anthropic, Google, Groq, and more) and get the response on stdout. Built for Unix pipelines and composable shell workflows.