flashrt-project/FlashRT
FlashRT is a high-performance realtime inference engine for small-batch, latency-sensitive AI workloads. The flagship integration is production VLA control for Pi0, Pi0.5, GROOT N1.6, and Pi0-FAST. Also support llm e.g, qwen3.6-27B
⚡ Executive Summary & Quick Facts
Authoritative SourceFlashRT is FlashRT is an open-source project written in C++: FlashRT is a high-performance realtime inference engine for small-batch, latency-sensitive AI workloads. The flagship integration is production VLA control for Pi0, Pi0.5, GROOT N1.6, and Pi0-FAST. Also support llm e.g, qwen3.6-27B..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), flashrt-project/FlashRT has accumulated 780 GitHub stars and 103 forks. It is written in C++, licensed under Apache-2.0, and ranks #9,858 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | flashrt-project/FlashRT ↗ |
|---|---|
| Primary Category | cuda |
| Language & Stack | C++ |
| Software License | Apache-2.0 |
| Community Traction | ★ 780 stars · ⑂ 103 forks · #9,858 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 24 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, FlashRT is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (10 days ago). Supported by 780 stars and 103 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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+169
STARS · LAST 30 DAYS
6
PER DAY
#770
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +169 | +540 |
| Per day | 1 | 6 | 6 |
| Forks gained | +0 | +18 | +10 |
FlashRT gained 169 stars in the last 30 days, about 6 a day, and now has 780. It is about 1 year old and has averaged roughly 780 stars a year. It ranks #770 among C++ repositories and #9,858 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#581
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
FlashRT has maintained a continuous presence across global trending indexes, peaking at #581. Below is the 30-day activity profile:
💡 Overview
FlashRT is an open-source project written in C++: FlashRT is a high-performance realtime inference engine for small-batch, latency-sensitive AI workloads. The flagship integration is production VLA control for Pi0, Pi0.5, GROOT N1.6, and Pi0-FAST. Also support llm e.g, qwen3.6-27B.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cuda, cuda-kernels, gr00t. 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/flashrt-project/FlashRT.git
cd FlashRT⚙ 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
FlashRT 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
Production System Integration
Embed FlashRT into C++ backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install FlashRT using your package manager: `git clone https://github.com/flashrt-project/FlashRT.git`
Initialize your project workspace or configuration file for FlashRT.
Import FlashRT into your codebase or invoke it directly from your terminal.
Execute your test suite or run `FlashRT --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
flashrt-project/FlashRT is currently ranked #9,858 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,853 | AlanQuatermain/aqtoolkit | Objective-C | ★ 781 | Compare ↗ |
| #9,853 | FrictionalGames/HPL1Engine | C++ | ★ 781 | Compare ↗ |
| #9,853 | yegor256/cactoos | Java | ★ 781 | Compare ↗ |
| #9,853 | 0xMiden/miden-vm | Rust | ★ 781 | Compare ↗ |
| #9,853 | samuelfaj/distill | Rust | ★ 781 | Compare ↗ |
| #9,858 | flashrt-project/FlashRT This Project | C++ | ★ 780 | |
| #9,858 | Fody/MethodTimer | C# | ★ 780 | Compare ↗ |
| #9,858 | dgageot/demoit | JavaScript | ★ 780 | Compare ↗ |
| #9,858 | argoproj-labs/gitops-promoter | Go | ★ 780 | Compare ↗ |
| #9,862 | gre/gl-transition-libs | JavaScript | ★ 779 | Compare ↗ |
| #9,862 | buildfarm/buildfarm | Java | ★ 779 | Compare ↗ |
Frequently Asked Questions
What does FlashRT do? +
FlashRT is a high-performance realtime inference engine for small-batch, latency-sensitive AI workloads. The flagship integration is production VLA control for Pi0, Pi0.5, GROOT N1.6, and Pi0-FAST. Also support llm e.g, qwen3.6-27B
Is FlashRT actively maintained in 2026? +
Yes, FlashRT is actively maintained. The latest code push was recorded on Nov 2, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 780 stars and 24 open issues.
What language is FlashRT written in? +
The primary language is C++. Topics include: cuda, cuda-kernels, gr00t, gr00t-n1-6-3b, jetson.
How many stars does FlashRT have? +
FlashRT has 780 stars and 103 forks on GitHub.
How does FlashRT rank among GitHub repositories? +
With 780 stars, flashrt-project/FlashRT is ranked #9,858 globally across all repositories tracked on GitHubRepo and #770 among C++ projects.
What license is FlashRT distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
