1.Cygnux-Labs / Tracekit
Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.
+125 stars
from 234 · score 4.84
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Ranked by Attention Score: stars gained over the last 7 complete days
8 repositories by Attention Score · Oct 27, 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.
+87 stars
from 28,531 · score 4.48
3.jwuthri-cloud / Tracely-ai
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.
+38 stars
from 1,174 · score 3.66
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.
+37 stars
from 2,200 · score 3.64
5.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
+31 stars
from 24,074 · score 3.47
6.epickrram / grav
Performance visualisation tools
+1 stars
from 292 · score 0.69
7.eventum-generator / eventum
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
+1 stars
from 70 · score 0.69
8.deep-on / dockprobe
Lightweight Docker monitoring dashboard with anomaly detection & Telegram alerts. One-liner install, zero config.
+1 stars
from 20 · score 0.69