Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
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Updated
Jun 11, 2024 - Python
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
Kubernetes observability and automation, with an awesome Prometheus integration
Uncomplicated Observability for Python and beyond! 🪵🔥
Open-source observability for your LLM application, based on OpenTelemetry
Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.
Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.
ML powered analytics engine for outlier detection and root cause analysis.
Datadog Python APM Client
Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.
OpenLIT is an open-source GenAI and LLM observability platform native to OpenTelemetry with traces and metrics in a single application 🔥 🖥 . Open source GenAI and LLM Application Performance Monitoring (APM) & Observability tool
A robust streaming log template miner based on the Drain algorithm
🧑💻🔭 Digma helps you fix performance issues in your code by automatically profiling the code execution. Using APMs to identify code bottlenecks, query problems and scalability issues takes time and effort - Digma automates all of that. Digma is free for developers - get it here: https://digma.ai/get-digma/
LangSmith Client SDK Implementations
Open source data observability platform
System performance characterization tool based on linux perf
Performance visualisation tools
Runbook automation platform with deep observability integrations & Jupyter-notebooks style interface
Easy token price estimates for LLMs
Error tracking and logging from Python to Rollbar
Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.
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