vllm-project/production-stack
vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
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+67
STARS · LAST 30 DAYS
2
PER DAY
#489
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +67 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +3 | +10 | +26 |
production-stack gained 67 stars in the last 30 days, about 2 a day, and now has 2.7K. It is about 2 years old and has averaged roughly 1.3K stars a year. It ranks #489 among Python repositories and #3,417 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#5658
BEST RANK
Oct 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
production-stack has maintained a continuous presence across global trending indexes, peaking at #5658. Below is the 30-day activity profile:
💡 Overview
production-stack is an open-source project written in Python: vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 Python 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
$ pip install production-stack⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
production-stack coordinates its core functionality through a modular Python 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
Production System Integration
Embed production-stack into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install production-stack using your package manager: `pip install production-stack`
Initialize your project workspace or configuration file for production-stack.
Import production-stack into your codebase or invoke it directly from your terminal.
Execute your test suite or run `production-stack --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
vllm-project/production-stack is currently ranked #3,417 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,412 | awslabs/amazon-eks-ami | Go | ★ 2.7K | Compare ↗ |
| #3,413 | SteveMacenski/slam_toolbox | C++ | ★ 2.7K | Compare ↗ |
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| #3,414 | mybatis-flex/mybatis-flex | Java | ★ 2.7K | Compare ↗ |
| #3,416 | goreleaser/nfpm | Go | ★ 2.7K | Compare ↗ |
| #3,417 | vllm-project/production-stack This Project | Python | ★ 2.7K | |
| #3,417 | hierynomus/sshj | Java | ★ 2.7K | Compare ↗ |
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| #3,420 | slick/slick | Scala | ★ 2.7K | Compare ↗ |
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| #3,422 | mongodb/mongo-java-driver | Java | ★ 2.7K | Compare ↗ |
Frequently Asked Questions
What does production-stack do? +
vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
What language is production-stack written in? +
The primary language is Python. Topics include: software.
Is production-stack actively maintained? +
Yes, the last recorded push was on Oct 14, 2026 with 241 open issues being tracked.
How many stars does production-stack have? +
production-stack has 2,667 stars and 523 forks on GitHub.
How does production-stack rank among GitHub repositories? +
With 2,667 stars, vllm-project/production-stack is ranked #3,417 globally across all repositories tracked on GitHubRepo and #489 among Python projects.
What license is production-stack distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
