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可观测性

部署、基础设施、容器、可观测性和生产运维工具。

35 仓库 运维与基础设施 更新于 7月16日
专题指南

如何使用这个可观测性索引

可观测性页面收录了 GitHub 上较受关注的开源项目,并按标签、语言和实际使用场景组织。它适合作为初筛入口,帮助你在打开具体仓库前先理解方向、比较工具并形成候选清单。

适合什么时候使用

  • 寻找与可观测性相关的成熟开源项目。
  • 比较仓库热度、语言、标签和适用场景。
  • 在深入技术调研前建立候选列表。
  • 通过相关专题发现相邻方向。

如何选择

  • 优先选择与你的语言、运行时和部署方式匹配的项目。
  • 采用前检查近期提交、Issue 活跃度、文档质量和许可证。
  • 星标只能说明流行度,不能直接代表适配度或生产可用性。
  • 这个专题中常见语言包括 Rust, Go, TypeScript。
  • 常见标签包括 Operations, monitoring, metrics, Python, alerting。

可观测性 仓库

35 个仓库按 GitHub stars 排序。需要实时筛选时可以打开交互式浏览器。

交互式浏览

RuView

可观测性

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

适合场景

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

netdata

可观测性

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

OperationsGoaialertingcncfdata-visualization

适合场景

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

grafana

可观测性

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

适合场景

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

prometheus

可观测性

The Prometheus monitoring system and time series database.

OperationsGoalertinggraphinghacktoberfestmetrics

适合场景

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

Mole

可观测性

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

OperationsShellanalyzerappcleanercleancleaner

适合场景

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

huginn

可观测性

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

OperationsRubyagentautomationfeedfeedgenerator

适合场景

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

airflow

可观测性

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

OperationsPythonairflowapacheapache-airflowautomation

适合场景

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

sentry

可观测性

Developer-first error tracking and performance monitoring

OperationsPythonapmcrash-reportingcrash-reportscsp-report

适合场景

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

stats

可观测性

macOS system monitor in your menu bar

OperationsSwiftbatterybluetoothclockcpu

适合场景

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

sniffnet

可观测性

Comfortably monitor your Internet traffic 🕵️‍♂️

OperationsRustapplicationguiicedlinux

适合场景

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

btop

可观测性

A monitor of resources

OperationsC++

适合场景

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

glances

可观测性

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

OperationsPythonmonitoringmulti-platformpythonrestful

适合场景

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

changedetection.io

可观测性

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

适合场景

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

influxdb

可观测性

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

OperationsRustdatabasegoinfluxdbmetrics

适合场景

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

langfuse

可观测性

🪢 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

适合场景

  • 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

可观测性

CLI tool for configuring and monitoring Claude Code

OperationsPythonanthropicanthropic-claudeclaudeclaude-code

适合场景

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

mlflow

可观测性

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

适合场景

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

nodemon

可观测性

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

OperationsJavaScriptnodenodemonwatch

适合场景

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

osquery

可观测性

SQL powered operating system instrumentation, monitoring, and analytics.

OperationsC++hacktoberfestintrusion-detectionmonitoringsecurity

适合场景

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

bcc

可观测性

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

OperationsC

适合场景

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

kibana

可观测性

Your window into all of your data

OperationsTypeScriptdashboardselasticsearchhacktoberfestkibana

适合场景

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

DoKit

可观测性

一款面向泛前端产品研发全生命周期的效率平台。

OperationsJavaandroidiosminiappmockgps

适合场景

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

cat

可观测性

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

适合场景

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

telegraf

可观测性

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

OperationsGogolanghacktoberfestinfluxdbjson

适合场景

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

systeminformer

可观测性

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

适合场景

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

thanos

可观测性

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

OperationsGocncfgogoogle-cloud-storagehacktoberfest

适合场景

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

zuul

可观测性

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

OperationsJava

适合场景

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

nightingale

可观测性

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

OperationsGoalertingccfmetricsmonitoring

适合场景

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

bisheng

可观测性

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

适合场景

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

phoenix

可观测性

AI Observability & Evaluation

OperationsPythonagentsai-monitoringai-observabilityaiengineering

适合场景

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

hyperdx

可观测性

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

OperationsTypeScriptalertinganalyticsapmapplication-monitoring

适合场景

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

openstatus

可观测性

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

OperationsTypeScriptbundrizzle-ormmonitoringmonitoring-as-code

适合场景

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

hertzbeat

可观测性

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

OperationsJavaagentaialertingdatabase

适合场景

  • 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

可观测性

OpenTelemetry Collector

OperationsGometricsmonitoringobservabilityopen-telemetry

适合场景

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

plano

可观测性

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

适合场景

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