Star History
Momentum
+1.2K
STARS · LAST 30 DAYS
39
PER DAY
#54
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +273 | +1.2K | +3.5K |
| Per day | 39 | 39 | 39 |
| Forks gained | +90 | +358 | +896 |
airflow gained 1.2K stars in the last 30 days, about 39 a day, and now has 47K. It is about 11 years old and has averaged roughly 4.3K stars a year. It ranks #54 among Python repositories and #216 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#317
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
airflow has maintained a continuous presence across global trending indexes, peaking at #317. Below is the 30-day activity profile:
💡 Overview
airflow is an open-source project written in Python: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows.
Engineered for speed, consistency, and developer ease, it solves common hurdles in airflow, apache, apache-airflow. 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 airflow⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
airflow 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with airflow.
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 airflow using your package manager: `pip install airflow`
Initialize your project workspace or configuration file for airflow.
Import airflow into your codebase or invoke it directly from your terminal.
Execute your test suite or run `airflow --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
apache/airflow is currently ranked #216 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #211 | QuantumNous/new-api | Go | ★ 49K | Compare ↗ |
| #212 | HKUDS/nanobot | Python | ★ 48.6K | Compare ↗ |
| #213 | bevyengine/bevy | Rust | ★ 48.4K | Compare ↗ |
| #214 | gogs/gogs | Go | ★ 47.8K | Compare ↗ |
| #215 | zhayujie/CowAgent | Python | ★ 47.1K | Compare ↗ |
| #216 | apache/airflow This Project | Python | ★ 47K | |
| #217 | v2ray/v2ray-core | Go | ★ 46.9K | Compare ↗ |
| #218 | iina/iina | Swift | ★ 46.5K | Compare ↗ |
| #219 | cli/cli | Go | ★ 46.4K | Compare ↗ |
| #220 | helix-editor/helix | Rust | ★ 46.4K | Compare ↗ |
| #221 | milvus-io/milvus | Go | ★ 46.3K | Compare ↗ |
Frequently Asked Questions
What does airflow do? +
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
What language is airflow written in? +
The primary language is Python. Topics include: airflow, apache, apache-airflow, automation, dag.
Is airflow actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 1,887 open issues being tracked.
How many stars does airflow have? +
airflow has 46,986 stars and 17,919 forks on GitHub.
How does airflow rank among GitHub repositories? +
With 46,986 stars, apache/airflow is ranked #216 globally across all repositories tracked on GitHubRepo and #54 among Python projects.
What license is airflow distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
