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Automation & Ops
Automation & Ops
OpenInference
OpenTelemetry conventions and instrumentation for tracing models, agents, retrieval, and tool calls.
★ 1.2k
FS 71
Some gaps
2d ago
Apache-2.0
Automation & Ops
MLflow
Trace, evaluate, monitor, and optimize production agents, LLM applications, and machine-learning models.
★ 28k
FS 64
Some gaps
4d ago
Apache-2.0
Automation & Ops
Pydantic Logfire
Python observability with OpenTelemetry traces, metrics, logs, and SQL-queryable telemetry.
★ 4.5k
FS 55
Major gaps
4d ago
MIT
Automation & Ops
Langtrace
OpenTelemetry-based observability for tracing, evaluating, and measuring LLM applications end to end.
★ 1.2k
FS 42
Major gaps
10mo ago
AGPL-3.0
Automation & Ops
Laminar
An observability platform for tracing, evaluating, alerting on, and debugging AI agent runs.
★ 3.3k
FS 41
Major gaps
10d ago
Apache-2.0
Dev & Engineering
PandaProbe
An engineering platform for tracing, evaluating, monitoring, and debugging AI agents.
★ 786
FS 41
Major gaps
1d ago
Apache-2.0
Automation & Ops
DataBuff
An AI-native APM backend built on OpenTelemetry with out-of-the-box multi-agent troubleshooting — LLMs query real telemetry for root-cause analysis.
★ 686
FS 41
Major gaps
7d ago
AGPL-3.0