StayLameBro/backburner
Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable
Star History
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+18
STARS · LAST 30 DAYS
1
PER DAY
#766
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +18 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
backburner gained 18 stars in the last 30 days, about 1 a day, and now has 720. It is about 1 year old and has averaged roughly 720 stars a year. It ranks #766 among Python repositories and #5,741 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#6152
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
backburner has maintained a continuous presence across global trending indexes, peaking at #6152. Below is the 30-day activity profile:
💡 Overview
backburner is an open-source project written in Python: Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable.
Engineered for speed, consistency, and developer ease, it solves common hurdles in apple-silicon, ios, iphone. 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 backburner⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
backburner 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 backburner.
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 backburner using your package manager: `pip install backburner`
Initialize your project workspace or configuration file for backburner.
Import backburner into your codebase or invoke it directly from your terminal.
Execute your test suite or run `backburner --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
StayLameBro/backburner is currently ranked #5,741 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,736 | ardatan/feTS | TypeScript | ★ 722 | Compare ↗ |
| #5,736 | nextcloud/photos | JavaScript | ★ 722 | Compare ↗ |
| #5,736 | google/compile-testing | Java | ★ 722 | Compare ↗ |
| #5,739 | lakernote/easy-postman | Java | ★ 721 | Compare ↗ |
| #5,739 | rayfish/rayfish | Rust | ★ 721 | Compare ↗ |
| #5,741 | StayLameBro/backburner This Project | Python | ★ 720 | |
| #5,741 | FreshRSS/Extensions | PHP | ★ 720 | Compare ↗ |
| #5,741 | dotnet/Nerdbank.Streams | C# | ★ 720 | Compare ↗ |
| #5,741 | inception-project/inception | Java | ★ 720 | Compare ↗ |
| #5,741 | Hamza417/Peristyle | Kotlin | ★ 720 | Compare ↗ |
| #5,746 | XiaoTong6666/Sui | Java | ★ 719 | Compare ↗ |
Frequently Asked Questions
What does backburner do? +
Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable
What language is backburner written in? +
The primary language is Python. Topics include: apple-silicon, ios, iphone, llama-cpp, llm-inference.
Is backburner actively maintained? +
Yes, the last recorded push was on Oct 6, 2026 with 4 open issues being tracked.
How many stars does backburner have? +
backburner has 720 stars and 69 forks on GitHub.
How does backburner rank among GitHub repositories? +
With 720 stars, StayLameBro/backburner is ranked #5,741 globally across all repositories tracked on GitHubRepo and #766 among Python projects.
What license is backburner distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
