1.Cygnux-Labs / Tracekit
Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.
+450 stars
from 2 · score 6.11
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6 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.mlflow / mlflow
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.
+409 stars
from 28,209 · score 6.02
3.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
+167 stars
from 23,938 · score 5.12
4.future-agi / future-agi
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.
+139 stars
from 2,098 · score 4.94
5.eventum-generator / eventum
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
+1 stars
from 70 · score 0.69
6.deep-on / dockprobe
Lightweight Docker monitoring dashboard with anomaly detection & Telegram alerts. One-liner install, zero config.
+1 stars
from 20 · score 0.69