ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
โก Executive Summary & Quick Facts
Authoritative Sourcezenml is zenml is an open-source project written in Python: ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), zenml-io/zenml has accumulated 5,639 GitHub stars and 674 forks. It is written in Python, licensed under Apache-2.0, and ranks #2,705 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | zenml-io/zenml โ |
|---|---|
| Primary Category | agentops |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | โ 5.6K stars ยท โ 674 forks ยท #2,705 globally |
| Maintenance | โ Active (Last commit: Nov 12, 2026) ยท 171 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
๐ก๏ธ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 ยท Grade A+Yes, zenml is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (0 days ago). Supported by 5,639 stars and 674 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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+32
STARS ยท LAST 30 DAYS
1
PER DAY
#428
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +32 | +32 | +90 |
| Per day | 5 | 1 | 1 |
| Forks gained | +14 | +14 | +34 |
zenml gained 32 stars in the last 30 days, about 1 a day, and now has 5.6K. It is about 6 years old and has averaged roughly 940 stars a year. It ranks #428 among Python repositories and #2,705 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#707
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
zenml has maintained a continuous presence across global trending indexes, peaking at #707. Below is the 30-day activity profile:
๐ก Overview
zenml is an open-source project written in Python: ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentops, agents, ai. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
โก 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.
๐ฅ Installation
$ pip install zenmlโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
zenml 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.
๐ฏ Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with zenml.
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.
๐ Getting Started
Install zenml using your package manager: `pip install zenml`
Initialize your project workspace or configuration file for zenml.
Import zenml into your codebase or invoke it directly from your terminal.
Execute your test suite or run `zenml --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
zenml-io/zenml is currently ranked #2,705 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,700 | alibaba/QLExpress | Java | โ 5.6K | Compare โ |
| #2,700 | microsoft/skill-recorder | TypeScript | โ 5.6K | Compare โ |
| #2,702 | linuxmint/cinnamon | JavaScript | โ 5.6K | Compare โ |
| #2,702 | ProtonMail/WebClients | TypeScript | โ 5.6K | Compare โ |
| #2,702 | libp2p/rust-libp2p | Rust | โ 5.6K | Compare โ |
| #2,705 | zenml-io/zenml This Project | Python | โ 5.6K | |
| #2,706 | mono/SkiaSharp | C# | โ 5.6K | Compare โ |
| #2,707 | haraka/Haraka | JavaScript | โ 5.6K | Compare โ |
| #2,707 | google/clusterfuzz | Python | โ 5.6K | Compare โ |
| #2,709 | devtron-labs/devtron | Go | โ 5.6K | Compare โ |
| #2,709 | QuipNetwork/quip-validator | Rust | โ 5.6K | Compare โ |
Frequently Asked Questions
What does zenml do? +
ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
Is zenml actively maintained in 2026? +
Yes, zenml is actively maintained. The latest code push was recorded on Nov 12, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 5,639 stars and 171 open issues.
What language is zenml written in? +
The primary language is Python. Topics include: agentops, agents, ai, automl, data-science.
How many stars does zenml have? +
zenml has 5,639 stars and 674 forks on GitHub.
How does zenml rank among GitHub repositories? +
With 5,639 stars, zenml-io/zenml is ranked #2,705 globally across all repositories tracked on GitHubRepo and #428 among Python projects.
What license is zenml distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
