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Measure helps mobile teams monitor and fix crashes, ANRs, bugs, and performance issues. The open source alternative to Firebase Crashlytics.

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise.

traceroot: the open-source platform that continuously improves your ai agents.

An operator for Grafana that installs and manages Grafana instances, Dashboards and Datasources through Kubernetes/OpenShift CRs

[Moved to cloudprober/cloudprober] An active monitoring software to detect failures before your customers do.

MLOps using Azure ML Services and Azure DevOps

Declarative Intent Driven Platform Orchestrator for Internal Developer Platform (IDP).

AI gateway / AI control plane / AI proxy written in Go. Unified OpenAI-compatible and Anthropic-compatible API for OpenAI, Anthropic, Gemini, Groq, xAI, Ollama, vLLM and more. A LiteLLM alternative with observability, guardrails, streaming, cost tracking, intelligent routing, sticky sessions, failover, real-time logs and usage tracking. Prod ready.

Hopsworks - Data-Intensive AI platform with a Feature Store

Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, evaluations and metrics for popular LLMs, LLM frameworks, vectorDBs and more.. Integrate using Typescript, Python. 🚀💻📊

The Open Source Observability Distribution

Browse the sample apps demonstrating Aspire integration across C#, JavaScript, TypeScript, Python, Go, containers, databases, cloud, AI, and observability scenarios.

Making data lake work for time series

CNCF sandbox project, an open source distributed time-series database with high concurrency, high performance, and high scalability

Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.

Metrics dashboards on terminal (a grafana inspired terminal version)

A Data Engineering & Machine Learning Knowledge Hub

Percona Monitoring and Management: an open source database monitoring, observability and management tool

A clinical decision-evidence benchmark: pull the one fact an answer rests on, and see whether the assistant's action moves with the evidence. Built on HealthBench.

Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.

Simple. Scalable. Multi-cloud monitoring.

k8spacket - collects TCP traffic and TLS connection metadata in the Kubernetes cluster using eBPF and visualizes in Grafana

📙 Awesome Data Catalogs and Observability Platforms.

This repo was archived on Oct 16, 2026. Python SDK moved to langchain-ai/langsmith-python and JS SDK to langchain-ai/langsmith-javascript.

eBPF-based Cloud Native Monitoring Tool

Prometheus rule linter/validator

Export Kubernetes events to multiple destinations with routing and filtering

Give your AI agent a Pup — a CLI companion with 200+ commands across 33+ Datadog products.

OpenTelemetry Auto Instrumentation using eBPF

A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow.

kwatch runs inside your Kubernetes cluster, traces every failure to its root cause, and sends one message: what broke, why, who changed it and what to do next.

An open-source ML pipeline development platform

A curated list of OpenTelemetry resources

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

The web framework for building LLM microservices [deprecated]

The most robust observability solution for Salesforce experts. Built 100% natively on the platform, and designed to work seamlessly with Apex, Lightning Components, Flow, OmniStudio, and integrations.

🚀A lightweight cloud-native multi-data source monitoring and alerting engine ｜一款轻量级云原生多数据源监控告警引擎

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.

Open-Source Network Management, Monitoring, ITOM, Observability, and Security Analytics

API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.

The Java agent for Apache SkyWalking

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

🧠 Motorhead is a memory and information retrieval server for LLMs.

A robust streaming log template miner based on the Drain algorithm

LightlyStudio - The Unified Data Platform for Multimodal ML