The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
Repository Index
47,133 repositories indexed
1–9 of 9 · Most stars
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.
Performance visualisation tools
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
Lightweight Docker monitoring dashboard with anomaly detection & Telegram alerts. One-liner install, zero config.
Observability stack for Stacks blockchain nodes and signers - dashboards, alerts, and log processing