An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
Star History
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+36
STARS · LAST 30 DAYS
1
PER DAY
#494
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +36 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
kitops gained 36 stars in the last 30 days, about 1 a day, and now has 1.4K. It is about 3 years old and has averaged roughly 475 stars a year. It ranks #494 among Go repositories and #4,289 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#5394
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
kitops has maintained a continuous presence across global trending indexes, peaking at #5394. Below is the 30-day activity profile:
💡 Overview
kitops is an open-source project written in Go: An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, code, datasets. 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/kitops-ml/kitops@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
kitops 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 kitops.
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 kitops using your package manager: `go install github.com/kitops-ml/kitops@latest`
Initialize your project workspace or configuration file for kitops.
Import kitops into your codebase or invoke it directly from your terminal.
Execute your test suite or run `kitops --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
kitops-ml/kitops is currently ranked #4,289 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,283 | cycfi/q | C++ | ★ 1.4K | Compare ↗ |
| #4,285 | tanakh/cmdline | C | ★ 1.4K | Compare ↗ |
| #4,285 | apple/swift-system | Swift | ★ 1.4K | Compare ↗ |
| #4,287 | aio-libs/aiobotocore | Python | ★ 1.4K | Compare ↗ |
| #4,287 | nextcloud/deck | JavaScript | ★ 1.4K | Compare ↗ |
| #4,289 | kitops-ml/kitops This Project | Go | ★ 1.4K | |
| #4,289 | testdouble/testdouble.js | JavaScript | ★ 1.4K | Compare ↗ |
| #4,289 | database64128/youtube-dl-wpf | C# | ★ 1.4K | Compare ↗ |
| #4,292 | cloudflare/nimbus | TypeScript | ★ 1.4K | Compare ↗ |
| #4,293 | ChainSafe/lodestar | TypeScript | ★ 1.4K | Compare ↗ |
| #4,294 | expressjs/serve-static | JavaScript | ★ 1.4K | Compare ↗ |
Frequently Asked Questions
What does kitops do? +
An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
What language is kitops written in? +
The primary language is Go. Topics include: ai, code, datasets, devops, devops-tools.
Is kitops actively maintained? +
Yes, the last recorded push was on Oct 6, 2026 with 47 open issues being tracked.
How many stars does kitops have? +
kitops has 1,424 stars and 186 forks on GitHub.
How does kitops rank among GitHub repositories? +
With 1,424 stars, kitops-ml/kitops is ranked #4,289 globally across all repositories tracked on GitHubRepo and #494 among Go projects.
What license is kitops distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
