An open harness to simulate and deploy PX4/ArduPilot/Betaflight perception-based drone swarms with ROS2, YOLO, NVIDIA Jetson
⚡ Executive Summary & Quick Facts
Authoritative Sourceaerial-autonomy-stack is aerial-autonomy-stack is an open-source project written in C++: An open harness to simulate and deploy PX4/ArduPilot/Betaflight perception-based drone swarms with ROS2, YOLO, NVIDIA Jetson..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), JacopoPan/aerial-autonomy-stack has accumulated 647 GitHub stars and 109 forks. It is written in C++, licensed under MIT, and ranks #9,192 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | JacopoPan/aerial-autonomy-stack ↗ |
|---|---|
| Primary Category | ardupilot |
| Language & Stack | C++ |
| Software License | MIT |
| Community Traction | ★ 647 stars · ⑂ 109 forks · #9,192 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 6 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, aerial-autonomy-stack is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (1 days ago). Supported by 647 stars and 109 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+16
STARS · LAST 30 DAYS
1
PER DAY
#730
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +16 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
aerial-autonomy-stack gained 16 stars in the last 30 days, about 1 a day, and now has 647. It is about 1 year old and has averaged roughly 647 stars a year. It ranks #730 among C++ repositories and #9,192 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#10891
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
aerial-autonomy-stack has maintained a continuous presence across global trending indexes, peaking at #10891. Below is the 30-day activity profile:
💡 Overview
aerial-autonomy-stack is an open-source project written in C++: An open harness to simulate and deploy PX4/ArduPilot/Betaflight perception-based drone swarms with ROS2, YOLO, NVIDIA Jetson.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ardupilot, betaflight, drone. 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 C++ 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
$ git clone https://github.com/JacopoPan/aerial-autonomy-stack.git
cd aerial-autonomy-stack⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
aerial-autonomy-stack coordinates its core functionality through a modular C++ 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 aerial-autonomy-stack.
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 aerial-autonomy-stack using your package manager: `git clone https://github.com/JacopoPan/aerial-autonomy-stack.git`
Initialize your project workspace or configuration file for aerial-autonomy-stack.
Import aerial-autonomy-stack into your codebase or invoke it directly from your terminal.
Execute your test suite or run `aerial-autonomy-stack --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
JacopoPan/aerial-autonomy-stack is currently ranked #9,192 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,183 | terry90/soulbeet | Rust | ★ 649 | Compare ↗ |
| #9,188 | ramosbugs/openidconnect-rs | Rust | ★ 648 | Compare ↗ |
| #9,188 | pion/mediadevices | Go | ★ 648 | Compare ↗ |
| #9,188 | garyttierney/me3 | Rust | ★ 648 | Compare ↗ |
| #9,188 | thsnkhn/harbor | Swift | ★ 648 | Compare ↗ |
| #9,192 | JacopoPan/aerial-autonomy-stack This Project | C++ | ★ 647 | |
| #9,192 | apache/subversion | C | ★ 647 | Compare ↗ |
| #9,192 | sparsemat/sprs | Rust | ★ 647 | Compare ↗ |
| #9,192 | smallnest/ringbuffer | Go | ★ 647 | Compare ↗ |
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Frequently Asked Questions
What does aerial-autonomy-stack do? +
An open harness to simulate and deploy PX4/ArduPilot/Betaflight perception-based drone swarms with ROS2, YOLO, NVIDIA Jetson
Is aerial-autonomy-stack actively maintained in 2026? +
Yes, aerial-autonomy-stack is actively maintained. The latest code push was recorded on Oct 28, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 647 stars and 6 open issues.
What language is aerial-autonomy-stack written in? +
The primary language is C++. Topics include: ardupilot, betaflight, drone, fixed-wing, gazebo.
How many stars does aerial-autonomy-stack have? +
aerial-autonomy-stack has 647 stars and 109 forks on GitHub.
How does aerial-autonomy-stack rank among GitHub repositories? +
With 647 stars, JacopoPan/aerial-autonomy-stack is ranked #9,192 globally across all repositories tracked on GitHubRepo and #730 among C++ projects.
What license is aerial-autonomy-stack distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
