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Operations

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

215 Repositories Operations Updated Jul 16

Subcategories

All Operations 215
Topic guide

How to use this Operations index

Operations 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 operations.
  • 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 Shell, HTML, Go.
  • Frequent tags include Operations, Go, docker, devops, Python.

Operations repositories

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

Interactive explorer

the-book-of-secret-knowledge

General Operations

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

Operationsawesomeawesome-listbsdcheatsheetsdevops

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
233k stars
GitHub

ohmyzsh

Containers

🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

OperationsShellclicli-appoh-my-zshoh-my-zsh-plugin

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
189k stars Shell
GitHub

free-for-dev

General Operations

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

OperationsHTMLawesome-listfree-for-developers

Good for

  • Explore a popular operations repository
  • Study implementation patterns for HTML projects
  • Open GitHub for documentation, examples, and issues
129k stars HTML
GitHub

kubernetes

Containers

Production-Grade Container Scheduling and Management

OperationsGocncfcontainersgokubernetes

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
124k stars Go
GitHub

uptime-kuma

Containers

A fancy self-hosted monitoring tool

OperationsJavaScriptdockermonitormonitoringresponsive

Good for

  • Explore a popular operations repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
89k stars JavaScript
GitHub

Stirling-PDF

Containers

#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere

OperationsJavadockerhacktoberfestjavapdf

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
87k stars Java
GitHub

mall

Containers

mall项目是一套电商系统,包括前台商城系统及后台管理系统,基于Spring Boot+MyBatis实现,采用Docker容器化部署。 前台商城系统包含首页门户、商品推荐、商品搜索、商品展示、购物车、订单流程、会员中心、客户服务、帮助中心等模块。 后台管理系统包含商品管理、订单管理、会员管理、促销管理、运营管理、内容管理、统计报表、财务管理、权限管理、设置等模块。

OperationsJavadockerelasticsearchelkjava

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
84k stars Java
GitHub

devops-exercises

Containers

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

OperationsPythonansibleawsazurecoding

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
83k stars Python
GitHub

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

awesome-scalability

CI/CD

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

Operationsarchitectureawesomeawesome-listbackendbig-data

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
72k stars
GitHub

moby

Containers

The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

OperationsGocontainersdockergogolang

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
72k stars Go
GitHub

act

CI/CD

Run your GitHub Actions locally 🚀

OperationsGocidevopsgithub-actionsgolang

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
71k stars Go
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

traefik

Containers

The Cloud Native Application Proxy

OperationsGoconsuldockeretcdgo

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
64k stars Go
GitHub

vaultwarden

Containers

Unofficial Bitwarden compatible server written in Rust, formerly known as bitwarden_rs

OperationsRustbitwardenbitwarden-rsdockerrocket

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
64k stars Rust
GitHub

worldmonitor

Infrastructure as Code

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

OperationsTypeScriptagentaidashboardgeopolitics

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
62k stars TypeScript
GitHub

memos

Containers

Open-source, self-hosted note-taking tool built for quick capture. Markdown-native, lightweight, and fully yours.

OperationsGodockerfossgomarkdown

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
62k stars Go
GitHub

TrendRadar

Containers

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

OperationsPythonaibarkdata-analysisdocker

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
61k stars Python
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

llm-app

Containers

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

OperationsJupyter Notebookchatbothugging-facellmllm-local

Good for

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

coolify

Containers

An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you easily deploy static sites, databases, full-stack applications and 280+ one-click services on your own servers.

OperationsPHPcoolifydatabasesdeploymentdocker

Good for

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

gitea

Containers

Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

OperationsGobitbucketcicddevopsdocker-registry-v2

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
57k stars Go
GitHub

appwrite

Containers

Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth, Databases, Storage, Functions, Messaging, Hosting, Realtime and more

OperationsTypeScriptandroidappwritebackendbackend-as-a-service

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
57k stars TypeScript
GitHub

plane

Containers

🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.

OperationsTypeScriptboardsbug-trackerdjangodocker

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
55k stars TypeScript
GitHub

dive

Containers

A tool for exploring each layer in a docker image

OperationsGoclidockerdocker-imageexplorer

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
54k stars Go
GitHub

Docker-OSX

Containers

Run macOS VM in a Docker! Run near native OSX-KVM in Docker! X11 Forwarding! CI/CD for OS X Security Research! Docker mac Containers.

OperationsShellcontainerdockerdocker-osxkvm

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
53k stars Shell
GitHub

windows

Containers

Windows inside a Docker container.

OperationsShelldockerdocker-containervirtualizationwindows

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
52k stars Shell
GitHub

lazydocker

Containers

The lazier way to manage everything docker

OperationsGo

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
52k stars Go
GitHub

etcd

CI/CD

Distributed reliable key-value store for the most critical data of a distributed system

OperationsGocncfconsensusdatabasedistributed-database

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
52k stars Go
GitHub

mastodon

Containers

Your self-hosted, globally interconnected microblogging community

OperationsRubyactivity-streamactivitypubdockerfediverse

Good for

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

terraform

Infrastructure as Code

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

OperationsGocloudcloud-managementgraphinfrastructure-as-code

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
49k stars Go
GitHub

kubernetes-the-hard-way

Kubernetes

Bootstrap Kubernetes the hard way. No scripts.

Operations

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
49k stars
GitHub

RxJava

General Operations

RxJava – Reactive Extensions for the JVM – a library for composing asynchronous and event-based programs using observable sequences for the Java VM.

OperationsJavaflowjavareactive-streamsrxjava

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
48k stars Java
GitHub

gogs

Containers

The painless way to host your own Git service

OperationsGodockergitgogogs

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
48k stars Go
GitHub

GitHubDaily

General Operations

坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.

Operationsaialgorithms-and-data-structuresbackenddeveloper-toolsdevelopment

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
47k stars
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

awesome-compose

Containers

Awesome Docker Compose samples

OperationsHTMLawesomeawesome-listdocker-compose

Good for

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

full-stack-fastapi-template

Containers

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

OperationsTypeScriptbackendchakra-uidockerfastapi

Good for

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

data-engineering-zoomcamp

Containers

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

OperationsJupyter Notebookcoursedata-engineeringdbtdocker

Good for

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

hyperswitch

CI/CD

Open source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization providers | Uplifts authorization with intelligent routing and revenue recovery | Reduce payment processing costs with cost observability | Reduces payment ops with reconciliation

OperationsRustadyenbeginner-friendlyfeaturedfinance

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
43k stars Rust
GitHub

pm2

CI/CD

Node.js/Bun Production Process Manager with a built-in Load Balancer.

OperationsJavaScriptcommand-linecommand-line-tooldeployload-balancer

Good for

  • Explore a popular operations repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
43k stars JavaScript
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

outline

Containers

The fastest knowledge base for growing teams. Beautiful, realtime collaborative, feature packed, and markdown compatible.

OperationsTypeScriptdockerjavascriptmobxnodejs

Good for

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

Sunshine

Containers

Self-hosted game stream host for Moonlight.

OperationsC++cppdockerflathub-pkggame-stream

Good for

  • Explore a popular operations repository
  • Study implementation patterns for C++ projects
  • Open GitHub for documentation, examples, and issues
39k stars C++
GitHub

cli

General Operations

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

OperationsPythonapiapi-clientapi-testingcli

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
38k stars Python
GitHub

ToolJet

Containers

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀

OperationsJavaScriptai-app-builderdockerhacktoberfestinternal-applications

Good for

  • Explore a popular operations repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
38k stars JavaScript
GitHub

portainer

Containers

Making Docker and Kubernetes management easy.

OperationsTypeScriptdockerdocker-composedocker-containerdocker-deployment

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
38k stars TypeScript
GitHub

compose

Containers

Define and run multi-container applications with Docker

OperationsGodockerdocker-composegogolang

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
38k stars Go
GitHub

harness

CI/CD

Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

OperationsGobuild-automationbuild-pipelinescici-cd

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
37k stars Go
GitHub

trivy

Containers

Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

OperationsGocontainersdevsecopsdockergo

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
37k stars Go
GitHub

CasaOS

Containers

CasaOS - A simple, easy-to-use, elegant open-source Personal Cloud system.

OperationsGocasaosdockergolanghome-automation

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
37k stars Go
GitHub

awesome-docker

Containers

:whale: A curated list of Docker resources and projects

Operationsawesomeawesome-listcontainerdockerdocker-api

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
36k stars
GitHub

AstrBot

General Operations

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

OperationsPythonagentaiastrbotchatbot

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
36k stars Python
GitHub

1Panel

Containers

🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your entire server stack from one clean web interface.

OperationsGoagentclawdbotcopawdocker

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
36k stars Go
GitHub

glance

Containers

A self-hosted dashboard that puts all your feeds in one place

OperationsGoaggregatordashboarddockerfeed-reader

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
36k stars Go
GitHub

Showing the top 60 repositories. Open the interactive explorer to browse all 215 results.