Demml

AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registries for data, models, experiments, prompts, agents, MCPs, and skills. Pre/deploy/post-deployment patterns. Real-time monitoring and evaluation via Scouter. Rust core, governed by design

Monitoring, Evaluation and Observability for AI Applications

🥔 Quality control for your potato heads (LLMs)

HARP — Harness Agent-Ready Protocol. Vendor-neutral spec + tooling for agent-friendly HTTP APIs.

For when you need help collecting your thoughts

Fast Python logging library written in Rust, ready for production