SA Skill Atlas GitHub skill index
Back to Operations

CI/CD

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

43 Repositories Operations Updated Jul 16

Subcategories

All Operations 215
Topic guide

How to use this CI/CD index

CI/CD 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 ci/cd.
  • 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 Go, Rust, JavaScript.
  • Frequent tags include Operations, devops, Go, distributed-tracing, Python.

CI/CD repositories

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

Interactive explorer

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

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

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

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

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

signoz

CI/CD

SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.

OperationsTypeScriptapmapplication-monitoringdistributed-tracinggo

Good for

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

jenkins

CI/CD

Jenkins automation server

OperationsJavacicdcontinuous-deliverycontinuous-deploymentcontinuous-integration

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
26k stars Java
GitHub

skywalking

CI/CD

APM, Application Performance Monitoring System

OperationsJavaapmdapperdistributed-tracingebpf

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
25k stars Java
GitHub

awesome-n8n-templates

CI/CD

280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.

Operationsai-agentsai-automationautomationautomation-templatesawesome

Good for

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
24k stars
GitHub

jaeger

CI/CD

CNCF Jaeger, a Distributed Tracing Platform

OperationsGocncfdistributed-tracinghacktoberfestjaeger

Good for

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

vector

CI/CD

A high-performance observability data pipeline.

OperationsRustagentcloud-nativedata-transformationdatadog

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
22k stars Rust
GitHub

agents-towards-production

CI/CD

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

OperationsJupyter Notebookagentagent-frameworkagentic-aiagents

Good for

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

awesome-production-machine-learning

CI/CD

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Operationsawesomeawesome-listdata-miningdeep-learningexplainability

Good for

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

opik

CI/CD

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

OperationsPythonevaluationhacktoberfesthacktoberfest2025langchain

Good for

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

openobserve

CI/CD

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.

OperationsTypeScriptanalyticsapmdatadogelasticsearch

Good for

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

DevOps-Roadmap

CI/CD

DevOps Roadmap for 2026. with learning resources

Operationsawsazurecomputer-sciencecontinous-deliverycontinuous-integration

Good for

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

zipkin

CI/CD

Zipkin is a distributed tracing system

OperationsJavadistributed-tracingobservabilityopenzipkintracing

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
17k stars Java
GitHub

upptime

CI/CD

⬆️ GitHub Actions uptime monitor & status page by @AnandChowdhary

OperationsMarkdownincidents-reportsstatusstatuspageupptime

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Markdown projects
  • Open GitHub for documentation, examples, and issues
17k stars Markdown
GitHub

RagaAI-Catalyst

CI/CD

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

OperationsPythonagentic-aiagentic-ai-developmentagentneoagents

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
16k stars Python
GitHub

lynis

CI/CD

Lynis - Security auditing tool for Linux, macOS, and UNIX-based systems. Assists with compliance testing (HIPAA/ISO27001/PCI DSS) and system hardening. Agentless, and installation optional.

OperationsShellauditingcompliancedevopsdevops-tools

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Shell projects
  • Open GitHub for documentation, examples, and issues
16k stars Shell
GitHub

onedev

CI/CD

Git Server with CI/CD, Kanban, and Packages. Seamless integration. Unparalleled experience.

OperationsJavaci-cddevopsgitkanban

Good for

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

awesome-mlops

CI/CD

A curated list of references for MLOps

Operationsaidata-sciencedevopsengineeringfederated-learning

Good for

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

pinpoint

CI/CD

APM, (Application Performance Management) tool for large-scale distributed systems.

OperationsJavaagentapmdistributed-tracingmonitoring

Good for

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

unleash

CI/CD

Open-source feature management platform

OperationsTypeScriptactivation-strategiescollaborationcontinuous-deliverycontinuous-deployment

Good for

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

awesome-sre

CI/CD

A curated list of Site Reliability and Production Engineering resources.

Operationsalertingavailabilityawesomeawesome-listcapacity-planning

Good for

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

infracost

CI/CD

Cloud cost intelligence for engineers, AI coding agents, and CI/CD 💰📉 Shift FinOps Left!

OperationsGoawsazurecdkcloud

Good for

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

walle-web

CI/CD

walle - 瓦力 Devops开源项目代码部署平台

OperationsPythoncddeployerdevopsdevops-tools

Good for

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

webhook

CI/CD

webhook is a lightweight incoming webhook server to run shell commands

OperationsGoautomateautomationcideploy

Good for

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

quickwit

CI/CD

Cloud-native OSS search engine for observability

OperationsRustbig-datacloud-nativecloud-storagedistributed-tracing

Good for

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

spug

CI/CD

开源运维平台:面向中小型企业设计的轻量级无Agent的自动化运维平台,整合了主机管理、主机批量执行、主机在线终端、文件在线上传下载、应用发布部署、在线任务计划、配置中心、监控、报警等一系列功能。

OperationsJavaScriptalertcicicdcmdb

Good for

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

highlight

CI/CD

highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.

OperationsTypeScriptapmfull-stackgolangmetrics

Good for

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
9.3k stars TypeScript
GitHub

opensre

CI/CD

Build your own AI SRE agents. The open source toolkit for the AI era.

OperationsPythonai-srealertingdatadoggrafana

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.5k stars Python
GitHub

steampipe

CI/CD

Zero-ETL, infinite possibilities. Live query APIs, code & more with SQL. No DB required.

OperationsGoawsazureciscloud

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
7.9k stars Go
GitHub

coroot

CI/CD

Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections.

OperationsGoaialertingapmdashboard

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
7.8k stars Go
GitHub

evidently

CI/CD

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

OperationsJupyter Notebookdata-driftdata-qualitydata-sciencedata-validation

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
7.7k stars Jupyter Notebook
GitHub

openllmetry

CI/CD

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

OperationsPythonartifical-intelligencedatasciencegenerative-aigood-first-issue

Good for

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

oneuptime

CI/CD

Complete open-source monitoring and observability platform.

OperationsTypeScriptdevopsincident-managementincident-responsemonitoring

Good for

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

tfsec

CI/CD

Tfsec is now part of Trivy

OperationsGoawsazurecicompliance

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
7.0k stars Go
GitHub

agent-starter-pack

CI/CD

Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.

OperationsPythonagentsgcpgeminigenai-agents

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
6.5k stars Python
GitHub

greptimedb

CI/CD

The open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.

OperationsRustai-observabilityanalyticscloud-nativedatabase

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
6.5k stars Rust
GitHub

aspire

CI/CD

Aspire is the tool for code-first, extensible, observable dev and deploy.

OperationsC#clouddotnethacktoberfestpython

Good for

  • Explore a popular operations repository
  • Study implementation patterns for C# projects
  • Open GitHub for documentation, examples, and issues
6.2k stars C#
GitHub

cloud-custodian

CI/CD

Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources

OperationsPythonawsazurecloudcloud-computing

Good for

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
6.0k stars Python
GitHub