Top Observability repositories on GitHub

The fastest path to AI-powered full stack observability, even for lean teams.

• monitoring
• docker
• kubernetes
• cncf
• prometheus
• netdata

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

• analytics
• llm
• llmops
• large-language-models
• openai
• self-hosted

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

• observability
• application-monitoring
• opentelemetry
• distributed-tracing
• apm
• go

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.

• machine-learning
• ai
• ml
• mlflow
• apache-spark
• model-management

APM, Application Performance Monitoring System

• skywalking
• observability
• apm
• service-mesh
• dapper
• distributed-tracing

eBPF-based Networking, Security, and Observability

• containers
• bpf
• security
• kubernetes
• kubernetes-networking
• cni

CNCF Jaeger, a Distributed Tracing Platform

• distributed-tracing
• cncf
• tracing
• observability
• jaeger
• opentelemetry

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

• python
• workflow
• data-engineering
• data-science
• workflow-engine
• prefect

A high-performance observability data pipeline.

• logs
• metrics
• observability
• forwarder
• events
• stream-processing

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.

• self-hosted
• selfhosted
• home-assistant
• wireguard
• decentralized
• self-hosting

Your window into all of your data

• kibana
• elasticsearch
• visualizations
• metrics
• observability
• dashboards

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

• agent
• agent-framework
• agents
• ai-agents
• genai
• generative-ai

Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment.

• logs
• metrics
• traces
• analytics
• elasticsearch
• jaeger

Zipkin is a distributed tracing system

• zipkin
• distributed-tracing
• tracing
• openzipkin
• observability

VictoriaMetrics: fast, cost-effective monitoring solution and time series database

• tsdb
• prometheus
• promql
• influxdb
• graphite
• opentsdb

The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️

• devops
• cncf
• cloud-native
• servicemesh
• kubesphere
• kubernetes

Apache Doris is an easy-to-use, high performance and unified analytics database.

• olap
• database
• hudi
• iceberg
• real-time
• sql

Build production-ready applications in TypeScript

• effect
• javascript
• cli
• opentelemetry
• platform
• schema

Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

• prometheus
• google-cloud-storage
• high-availability
• prometheus-ha-pairs
• thanos
• s3

Nightingale is to monitoring and alerting what Grafana is to visualization.

• monitoring
• time-series
• nightingale
• tsdb
• open-falcon
• alerting

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

• kubernetes
• golang
• rest
• grpc
• devops
• sniffer

Continuous Profiling Platform. Debug performance issues down to a single line of code

• continuous-profiling
• profiling
• performance
• golang
• ruby
• python

A curated collection of publicly available resources on how technology and tech-savvy organizations around the world practice Site Reliability Engineering (SRE)

• site-reliability-engineering
• sre
• chaos-engineering
• dev-ops
• devops
• monitoring

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

• agents
• ai
• chatbots
• llm
• mcp
• nodejs

Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors powered by ClickHouse and OpenTelemetry.

• analytics
• application-monitoring
• log-management
• logs
• metrics
• monitoring