The open-source AI engine for AMD Strix Halo. Text, embeddings, speech, image and video models in one binary, with OpenAI-compatible APIs, caching for coding agents and model extensions. Linux and Windows.
⚡ Executive Summary & Quick Facts
Authoritative Sourcegufo is gufo is an open-source project written in C++: Strix Halo inference engine. Qwen Flash Next Q4_K_XL: 1,628.52pp, 59.41tg single user, 157.22 tok/s 8 users; Qwen27B Q4_K_XL: 656.33pp, 70.56 tok/s tg single user with DFlash2..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), gufo-org/gufo has accumulated 1,145 GitHub stars and 198 forks. It is written in C++, licensed under MIT, and ranks #7,941 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | gufo-org/gufo ↗ |
|---|---|
| Primary Category | amd |
| Language & Stack | C++ |
| Software License | MIT |
| Community Traction | ★ 1.1K stars · ⑂ 198 forks · #7,941 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 60 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: 97/100 · Grade A+Yes, gufo is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 1,145 stars and 198 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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+557
STARS · LAST 30 DAYS
19
PER DAY
#618
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +125 | +557 | +1.7K |
| Per day | 18 | 19 | 19 |
| Forks gained | +22 | +120 | +10 |
gufo gained 557 stars in the last 30 days, about 19 a day, and now has 1.1K. It is about 1 year old and has averaged roughly 1.1K stars a year. It ranks #618 among C++ repositories and #7,941 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#70
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
gufo has maintained a continuous presence across global trending indexes, peaking at #70. Below is the 30-day activity profile:
💡 Overview
gufo is an open-source project written in C++: Strix Halo inference engine. Qwen Flash Next Q4_K_XL: 1,628.52pp, 59.41tg single user, 157.22 tok/s 8 users; Qwen27B Q4_K_XL: 656.33pp, 70.56 tok/s tg single user with DFlash2.
Engineered for speed, consistency, and developer ease, it solves common hurdles in amd, llm, strix-halo. 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/gufo-org/gufo.git
cd gufo⚙ 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
gufo 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 gufo.
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 gufo using your package manager: `git clone https://github.com/gufo-org/gufo.git`
Initialize your project workspace or configuration file for gufo.
Import gufo into your codebase or invoke it directly from your terminal.
Execute your test suite or run `gufo --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
gufo-org/gufo is currently ranked #7,941 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #7,931 | orgzly-revived/orgzly-android-revived | Kotlin | ★ 1.1K | Compare ↗ |
| #7,931 | AntdUI/AntdUI | C# | ★ 1.1K | Compare ↗ |
| #7,931 | ccfos/huatuo | Go | ★ 1.1K | Compare ↗ |
| #7,931 | Minecraft-Radiance/Radiance | Java | ★ 1.1K | Compare ↗ |
| #7,931 | crisng95/flowkit | Python | ★ 1.1K | Compare ↗ |
| #7,941 | gufo-org/gufo This Project | C++ | ★ 1.1K | |
| #7,941 | simplesamlphp/simplesamlphp | PHP | ★ 1.1K | Compare ↗ |
| #7,941 | david942j/seccomp-tools | Ruby | ★ 1.1K | Compare ↗ |
| #7,941 | Windscribe/Desktop-App | C++ | ★ 1.1K | Compare ↗ |
| #7,945 | lxc/incus-os | Go | ★ 1.1K | Compare ↗ |
| #7,945 | ItsssssJack/SlopMonster | Python | ★ 1.1K | Compare ↗ |
Frequently Asked Questions
What does gufo do? +
The open-source AI engine for AMD Strix Halo. Text, embeddings, speech, image and video models in one binary, with OpenAI-compatible APIs, caching for coding agents and model extensions. Linux and Windows.
Is gufo actively maintained in 2026? +
Yes, gufo is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,145 stars and 60 open issues.
What language is gufo written in? +
The primary language is C++. Topics include: amd, gfx1151, llm, ryzen-ai, strix-halo.
How many stars does gufo have? +
gufo has 1,145 stars and 198 forks on GitHub.
How does gufo rank among GitHub repositories? +
With 1,145 stars, gufo-org/gufo is ranked #7,941 globally across all repositories tracked on GitHubRepo and #618 among C++ projects.
What license is gufo distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
