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This view contains entries created less than 90 days ago. The stored editorial content remains in English.
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混合排名：实测增长优先。
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
混合排名：实测增长优先。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1活跃
flow
CLIsee ur network breathe
github实测增长Measured age: 62 days4 GitHub 星标 per day over 6 days
Daily change decreased by 2.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 13/100打开来源 ↗446GitHub 星标+24 (+5.7 %) - 2活跃
botsman
其他Telegram-native AI DevOps agent that turns prompts into deployed web services on your own VPS.
github实测增长Measured age: 86 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 1.7/100打开来源 ↗121GitHub 星标+1 (+0.83 %) - 3活跃
srelens
其他The Kubernetes control room—built in Rust, ready for engineers and AI agents.
github实测增长Measured age: 60 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 11.8/100打开来源 ↗161GitHub 星标+1 (+0.62 %) - 4活跃
dory
其他Dory is the complete local development system for Apple Silicon: Docker, Compose, Kubernetes, virtual machines, and policy-bound agent sandboxes.
github实测增长Measured age: 78 days4 GitHub 星标 per day over 6 days
Daily change decreased by 0.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 6.8/100打开来源 ↗1 564GitHub 星标+24 (+1.6 %) - 5活跃
C-SSH
应用Native cross-platform SSH ops: Windows/Android stable + macOS v0.8.8 test build. 原生跨平台 SSH 运维 · Windows/Android 正式版 + macOS 测试版
github实测增长Measured age: 60 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 11.8/100打开来源 ↗182GitHub 星标+1 (+0.55 %) - 6活跃
Kubernetes in the browser.
github实测增长Measured age: 80 days1.33 GitHub 星标 per day over 6 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 4.6/100打开来源 ↗1 280GitHub 星标+8 (+0.63 %) - 7活跃
databuff
智能体DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.
github实测增长Measured age: 79 days7.5 GitHub 星标 per day over 6 days
Daily change decreased by 0.91 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 8.1/100打开来源 ↗655GitHub 星标+45 (+7.4 %) - 8活跃
feint
其他A local emulator of the Scaleway, Outscale and Exoscale APIs. Their own official CLIs drive it end to end, Terraform and OpenTofu drive two of the three — no cloud account, no cloud credentials, nothing billed.
github实测增长Measured age: 37 days0.67 GitHub 星标 per day over 6 days
Daily change decreased by 1.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 21/100打开来源 ↗137GitHub 星标+4 (+3.0 %) - 9活跃
FreshCart — .NET 10 + Aspire microservices reference e-commerce platform with an Angular 20 SPA
github实测增长Measured age: 71 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 7.4/100打开来源 ↗198GitHub 星标稳定 - 10活跃
oddk
其他Opinionated Database Deployment Kit — locally running RDS for PostgreSQL
github实测增长Measured age: 83 days-6.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 2.7/100打开来源 ↗200GitHub 星标-38 (-16.0 %) - 11活跃
ku
CLIA fast, keyboard-driven Kubernetes TUI. Browse any resource, edit objects, follow logs, and shell into pods.
github实测增长Measured age: 83 days0.83 GitHub 星标 per day over 6 days
Daily change increased by 0.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 3.2/100打开来源 ↗540GitHub 星标+5 (+0.93 %) - 12活跃
pixshell
应用跨平台 SSH / SFTP 桌面客户端 · 终端 · 连接管理 · 文件传输 | Cross-platform SSH/SFTP desktop client for macOS, Windows
github实测增长Measured age: 41 days-1.5 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 19.1/100打开来源 ↗290GitHub 星标-9 (-3.0 %) - 13活跃
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
github实测增长Measured age: 55 days0.4 GitHub 星标 per day over 5 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 13.8/100打开来源 ↗642GitHub 星标+2 (+0.31 %) - 14活跃
VeriRun
其他Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.
github实测增长Measured age: 44 days27.02 GitHub 星标 per day over 3 days
Daily change increased by 11.38 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.6/100打开来源 ↗197GitHub 星标+81 (+69.8 %) - 15活跃
ZephyrRift is a Cloud-enabled, Zephyr-based system for scalable clustering and management with Auto-scaling using Kubernetes Agents.
github估算动量Measured age: 7 days18.71 GitHub 星标 per day over 7 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 45.5/100打开来源 ↗131GitHub 星标— - 16活跃
sofka
其他A Kubernetes TUI, reimagined in Rust - built on kube-rs and ratatui, async-first from the ground up.
github估算动量Measured age: 65 days4.02 GitHub 星标 per day over 65 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 13.2/100打开来源 ↗261GitHub 星标— - 17活跃
ponytail
技能Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
github实测增长Measured age: 85 days1,638.9 GitHub 星标 per day over 6 days
Daily change increased by 872.6 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 62.8/100打开来源 ↗安装
/plugin marketplace add DietrichGebert/ponytail126 303GitHub 星标+9 838 (+8.4 %) - 18活跃
Fuxi
其他FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.
github实测增长Measured age: 32 days87.79 GitHub 星标 per day over 6 days
Daily change decreased by 5.55 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 48.3/100打开来源 ↗3 342GitHub 星标+527 (+18.7 %) - 19活跃
OpenBot
智能体Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.
github实测增长Measured age: 19 days135.77 GitHub 星标 per day over 6 days
Daily change decreased by 106.49 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 59.3/100打开来源 ↗4 265GitHub 星标+815 (+23.6 %)
学习与参考资源
混合排名：实测增长优先。 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
Torollo
应用Torollo is an open-source interactive visual playground designed to learn system design and networking, all locally.
github资源实测增长403GitHub 星标稳定 - 2活跃打开来源 ↗
A daily updated directory of developer, DevRel, cloud native, and platform engineering conferences taking place all over the world, separated by regions. It is an open source repository covering B2B SaaS, DevOps, and API events with dates,…
github资源实测增长127GitHub 星标-6 (-4.5 %) - 3活跃打开来源 ↗
Production-oriented Kubernetes learning path: 47 lessons, 35+ labs, manifests, diagrams, cheat sheets, interview and certification prep.
github资源实测增长166GitHub 星标稳定 - 4活跃打开来源 ↗
agentconnect
智能体The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happens, they work alongside your team, learning as they go.
github资源实测增长1 311GitHub 星标+535 (+68.9 %) - 5活跃打开来源 ↗
Free, vendor-neutral, hands-on Kubernetes workshop with 28 modules, a three-day curriculum, standalone labs, Slidev decks and PDF releases.
github资源实测增长195GitHub 星标+1 (+0.52 %) - 6活跃打开来源 ↗
PDF
其他Free practical handbooks, notes, projects, interview resources, and production-focused learning materials for DevOps, Cloud, SRE, Platform, Infrastructure, Security, and Production Engineering.
github资源估算动量308GitHub 星标—