Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
⚡ Executive Summary & Quick Facts
Authoritative Sourceairflow is airflow is an open-source project written in Python: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), apache/airflow has accumulated 47,299 GitHub stars and 18,199 forks. It is written in Python, licensed under Apache-2.0, and ranks #292 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | apache/airflow ↗ |
|---|---|
| Primary Category | airflow |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 47.3K stars · ⑂ 18.2K forks · #292 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 1,912 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 85/100 · Grade AYes, airflow is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (15 days ago). Supported by 47,299 stars and 18,199 community forks, this repository holds a calculated health index of 85/100, reflecting regular maintenance (15 days ago) and high open issue volume (1,912 open).
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/apache/airflow?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/apache/airflow?utm_source=readme_badge) [](https://githubrepo.cloud/repo/apache/airflow?utm_source=readme_badge) [](https://githubrepo.cloud/repo/apache/airflow?utm_source=readme_badge) [](https://githubrepo.cloud/repo/apache/airflow?utm_source=readme_badge) [](https://githubrepo.cloud/repo/apache/airflow?utm_source=readme_badge)Momentum
+284
STARS · LAST 30 DAYS
9
PER DAY
#75
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +284 | +810 |
| Per day | 1 | 9 | 9 |
| Forks gained | +0 | +260 | +910 |
airflow gained 284 stars in the last 30 days, about 9 a day, and now has 47.3K. It is about 12 years old and has averaged roughly 3.9K stars a year. It ranks #75 among Python repositories and #292 across all languages on GitHubRepo.
Trending Record
44
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 #292 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #287 | usebruno/bruno | JavaScript | ★ 47.9K | Compare ↗ |
| #288 | zhayujie/CowAgent | Python | ★ 47.7K | Compare ↗ |
| #289 | prisma/orm | TypeScript | ★ 47.7K | Compare ↗ |
| #290 | vercel-labs/agent-browser | Rust | ★ 47.4K | Compare ↗ |
| #291 | 9001/copyparty | Python | ★ 47.3K | Compare ↗ |
| #292 | apache/airflow This Project | Python | ★ 47.3K | |
| #293 | herdrdev/herdr | Rust | ★ 47.3K | Compare ↗ |
| #294 | lysine-dev/okhttp | Kotlin | ★ 47.1K | Compare ↗ |
| #295 | iina/iina | Swift | ★ 47K | Compare ↗ |
| #296 | microsoft/monaco-editor | JavaScript | ★ 46.9K | Compare ↗ |
| #297 | v2ray/v2ray-core | Go | ★ 46.9K | Compare ↗ |
Frequently Asked Questions
What does airflow do? +
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Is airflow actively maintained in 2026? +
Yes, airflow is actively maintained. The latest code push was recorded on Oct 28, 2026 (15 days ago). It holds a calculated Maintenance Health Score of 85/100 (A rating) with 47,299 stars and 1,912 open issues.
What language is airflow written in? +
The primary language is Python. Topics include: airflow, apache, apache-airflow, automation, dag.
How many stars does airflow have? +
airflow has 47,299 stars and 18,199 forks on GitHub.
How does airflow rank among GitHub repositories? +
With 47,299 stars, apache/airflow is ranked #292 globally across all repositories tracked on GitHubRepo and #75 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.
