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Observability

Deployment, infrastructure, containers, observability, and production operations tooling.

35 Repositories Operations Updated Jul 16

Subcategories

All Operations 215
Topic guide

How to use this Observability index

Observability repositories in Skill Atlas are selected from popular GitHub projects and organized to help developers compare tools, patterns, and implementation examples. Use this page as a starting point before opening individual repositories for docs, issues, examples, and license details.

When to use this category

  • Find established open source projects related to observability.
  • Compare repository popularity, language, tags, and practical use cases.
  • Build a shortlist before deeper technical evaluation.
  • Discover adjacent categories through related tags and subcategories.

How to choose

  • Start with repositories that match your language, runtime, and deployment model.
  • Check recent commits, issue activity, documentation quality, and license before adopting a project.
  • Use stars as a popularity signal, not as proof of fit or production readiness.
  • Common languages in this topic include Rust, Go, TypeScript.
  • Frequent tags include Operations, monitoring, metrics, Python, alerting.

Observability repositories

35 repositories sorted by GitHub stars. Use the interactive explorer for live filters.

Interactive explorer

RuView

Observability

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

OperationsRustawesomeclaudedenseposeesp32

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
81k stars Rust
GitHub

netdata

Observability

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

OperationsGoaialertingcncfdata-visualization

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
80k stars Go
GitHub

grafana

Observability

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

OperationsTypeScriptalertinganalyticsbusiness-intelligencedashboard

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
76k stars TypeScript
GitHub

prometheus

Observability

The Prometheus monitoring system and time series database.

OperationsGoalertinggraphinghacktoberfestmetrics

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
65k stars Go
GitHub

Mole

Observability

🐹 Clean, uninstall, analyze, optimize, and monitor your Mac from the terminal.

OperationsShellanalyzerappcleanercleancleaner

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
59k stars Shell
GitHub

huginn

Observability

Create agents that monitor and act on your behalf. Your agents are standing by!

OperationsRubyagentautomationfeedfeedgenerator

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Ruby projects
  • Open GitHub for documentation, examples, and issues
50k stars Ruby
GitHub

airflow

Observability

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

OperationsPythonairflowapacheapache-airflowautomation

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
46k stars Python
GitHub

sentry

Observability

Developer-first error tracking and performance monitoring

OperationsPythonapmcrash-reportingcrash-reportscsp-report

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
44k stars Python
GitHub

stats

Observability

macOS system monitor in your menu bar

OperationsSwiftbatterybluetoothclockcpu

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Swift projects
  • Open GitHub for documentation, examples, and issues
40k stars Swift
GitHub

sniffnet

Observability

Comfortably monitor your Internet traffic 🕵️‍♂️

OperationsRustapplicationguiicedlinux

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
40k stars Rust
GitHub

btop

Observability

A monitor of resources

OperationsC++

Good for

  • Explore a popular operations repository
  • Study implementation patterns for C++ projects
  • Open GitHub for documentation, examples, and issues
34k stars C++
GitHub

glances

Observability

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

OperationsPythonmonitoringmulti-platformpythonrestful

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
33k stars Python
GitHub

changedetection.io

Observability

Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan!

OperationsPythonback-in-stockchange-alertchange-detectionchange-monitoring

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
32k stars Python
GitHub

influxdb

Observability

Scalable datastore for metrics, events, and real-time analytics

OperationsRustdatabasegoinfluxdbmetrics

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
32k stars Rust
GitHub

langfuse

Observability

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

OperationsTypeScriptanalyticsautogenevaluationlangchain

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
31k stars TypeScript
GitHub

claude-code-templates

Observability

CLI tool for configuring and monitoring Claude Code

OperationsPythonanthropicanthropic-claudeclaudeclaude-code

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
30k stars Python
GitHub

mlflow

Observability

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.

OperationsPythonagentopsagentsaiai-governance

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
27k stars Python
GitHub

nodemon

Observability

Monitor for any changes in your node.js application and automatically restart the server - perfect for development

OperationsJavaScriptnodenodemonwatch

Good for

  • Explore a popular operations repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
27k stars JavaScript
GitHub

osquery

Observability

SQL powered operating system instrumentation, monitoring, and analytics.

OperationsC++hacktoberfestintrusion-detectionmonitoringsecurity

Good for

  • Explore a popular operations repository
  • Study implementation patterns for C++ projects
  • Open GitHub for documentation, examples, and issues
23k stars C++
GitHub

bcc

Observability

BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more

OperationsC

Good for

  • Explore a popular operations repository
  • Study implementation patterns for C projects
  • Open GitHub for documentation, examples, and issues
23k stars C
GitHub

kibana

Observability

Your window into all of your data

OperationsTypeScriptdashboardselasticsearchhacktoberfestkibana

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
21k stars TypeScript
GitHub

DoKit

Observability

一款面向泛前端产品研发全生命周期的效率平台。

OperationsJavaandroidiosminiappmockgps

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
20k stars Java
GitHub

cat

Observability

CAT 作为服务端项目基础组件,提供了 Java, C/C++, Node.js, Python, Go 等多语言客户端,已经在美团点评的基础架构中间件框架(MVC框架,RPC框架,数据库框架,缓存框架等,消息队列,配置系统等)深度集成,为美团点评各业务线提供系统丰富的性能指标、健康状况、实时告警等。

OperationsJavaapmdistributedjavametrics

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
19k stars Java
GitHub

telegraf

Observability

Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

OperationsGogolanghacktoberfestinfluxdbjson

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
18k stars Go
GitHub

systeminformer

Observability

A free, powerful, multi-purpose tool that helps you monitor system resources, debug software and detect malware. Brought to you by Winsider Seminars & Solutions, Inc. @ https://windows-internals.com

OperationsCadministratorbenchmarkingdebuggermonitor

Good for

  • Explore a popular operations repository
  • Study implementation patterns for C projects
  • Open GitHub for documentation, examples, and issues
15k stars C
GitHub

thanos

Observability

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

OperationsGocncfgogoogle-cloud-storagehacktoberfest

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
14k stars Go
GitHub

zuul

Observability

Zuul is a gateway service that provides dynamic routing, monitoring, resiliency, security, and more.

OperationsJava

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
14k stars Java
GitHub

nightingale

Observability

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

OperationsGoalertingccfmetricsmonitoring

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
13k stars Go
GitHub

bisheng

Observability

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

OperationsTypeScriptagentaichatbotenterprise

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
12k stars TypeScript
GitHub

phoenix

Observability

AI Observability & Evaluation

OperationsPythonagentsai-monitoringai-observabilityaiengineering

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
11k stars Python
GitHub

hyperdx

Observability

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

OperationsTypeScriptalertinganalyticsapmapplication-monitoring

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
9.7k stars TypeScript
GitHub

openstatus

Observability

🫖 Status page with uptime monitoring & API monitoring as code 🫖

OperationsTypeScriptbundrizzle-ormmonitoringmonitoring-as-code

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
8.9k stars TypeScript
GitHub

hertzbeat

Observability

An AI-powered next-generation open source real-time observability system.

OperationsJavaagentaialertingdatabase

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
7.3k stars Java
GitHub

opentelemetry-collector

Observability

OpenTelemetry Collector

OperationsGometricsmonitoringobservabilityopen-telemetry

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
7.3k stars Go
GitHub

plano

Observability

Plano is an AI-native proxy and data plane for agentic apps — with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.

OperationsRustai-gatewayai-gateway-supportenvoyenvoyproxy

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
6.9k stars Rust
GitHub