kubernetes-sigs/lws
LeaderWorkerSet & DisaggregatedSet: Kubernetes APIs for Distributed and Disaggregated AI Serving
⚡ Executive Summary & Quick Facts
Authoritative Sourcelws is lws is an open-source project written in Go: LeaderWorkerSet & DisaggregatedSet: Kubernetes APIs for Distributed and Disaggregated AI Serving..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), kubernetes-sigs/lws has accumulated 895 GitHub stars and 200 forks. It is written in Go, licensed under Apache-2.0, and ranks #7,806 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
| Repository | kubernetes-sigs/lws ↗ |
|---|---|
| Primary Category | llm inference |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 895 stars · ⑂ 200 forks · #7,806 globally |
| Maintenance | ● Active (Last commit: Oct 27, 2026) · 27 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, lws is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (2 days ago). Supported by 895 stars and 200 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+22
STARS · LAST 30 DAYS
1
PER DAY
#905
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +22 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
lws gained 22 stars in the last 30 days, about 1 a day, and now has 895. It is about 3 years old and has averaged roughly 298 stars a year. It ranks #905 among Go repositories and #7,806 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#9981
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
lws has maintained a continuous presence across global trending indexes, peaking at #9981. Below is the 30-day activity profile:
💡 Overview
lws is an open-source project written in Go: LeaderWorkerSet & DisaggregatedSet: Kubernetes APIs for Distributed and Disaggregated AI Serving.
Engineered for speed, consistency, and developer ease, it solves common hurdles in llm-inference, sig-apps. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Go for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ go install github.com/kubernetes-sigs/lws@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
lws coordinates its core functionality through a modular Go pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with lws.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install lws using your package manager: `go install github.com/kubernetes-sigs/lws@latest`
Initialize your project workspace or configuration file for lws.
Import lws into your codebase or invoke it directly from your terminal.
Execute your test suite or run `lws --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
kubernetes-sigs/lws is currently ranked #7,806 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #7,800 | dry-rb/dry-types | Ruby | ★ 896 | Compare ↗ |
| #7,800 | meli/meli | Rust | ★ 896 | Compare ↗ |
| #7,800 | lightly-ai/lightly-studio | Python | ★ 896 | Compare ↗ |
| #7,800 | jjang-ai/vmlx | Python | ★ 896 | Compare ↗ |
| #7,800 | lab421/forel | Swift | ★ 896 | Compare ↗ |
| #7,806 | kubernetes-sigs/lws This Project | Go | ★ 895 | |
| #7,806 | distrochooser/distrochooser | Python | ★ 895 | Compare ↗ |
| #7,806 | yusukebe/gh-markdown-preview | Go | ★ 895 | Compare ↗ |
| #7,806 | Moonfin-Client/Moonfin-Core | Dart | ★ 895 | Compare ↗ |
| #7,806 | kageroumado/phosphene | Swift | ★ 895 | Compare ↗ |
| #7,811 | qntm/hatetris | TypeScript | ★ 894 | Compare ↗ |
Frequently Asked Questions
What does lws do? +
LeaderWorkerSet & DisaggregatedSet: Kubernetes APIs for Distributed and Disaggregated AI Serving
Is lws actively maintained in 2026? +
Yes, lws is actively maintained. The latest code push was recorded on Oct 27, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 895 stars and 27 open issues.
What language is lws written in? +
The primary language is Go. Topics include: llm-inference, sig-apps.
How many stars does lws have? +
lws has 895 stars and 200 forks on GitHub.
How does lws rank among GitHub repositories? +
With 895 stars, kubernetes-sigs/lws is ranked #7,806 globally across all repositories tracked on GitHubRepo and #905 among Go projects.
What license is lws distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
