jumpstarter-dev/jumpstarter
Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.
⚡ Executive Summary & Quick Facts
Authoritative Sourcejumpstarter is jumpstarter is an open-source project written in Python: Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), jumpstarter-dev/jumpstarter has accumulated 228 GitHub stars and 41 forks. It is written in Python, licensed under Apache-2.0, and ranks #18,145 globally. It is actively maintained with the latest commit recorded on Oct 26, 2026.”
| Repository | jumpstarter-dev/jumpstarter ↗ |
|---|---|
| Primary Category | agentic |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 228 stars · ⑂ 41 forks · #18,145 globally |
| Maintenance | ● Active (Last commit: Oct 26, 2026) · 72 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: 88/100 · Grade AYes, jumpstarter is actively maintained. Continuous telemetry recorded the last code commit on Oct 26, 2026 (17 days ago). Supported by 228 stars and 41 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (17 days ago) and healthy issue cadence.
Star History
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+3
STARS · LAST 30 DAYS
1
PER DAY
#2,415
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +3 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
jumpstarter gained 3 stars in the last 30 days, about 1 a day, and now has 228. It is about 1 year old and has averaged roughly 228 stars a year. It ranks #2,415 among Python repositories and #18,145 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#4910
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
jumpstarter has maintained a continuous presence across global trending indexes, peaking at #4910. Below is the 30-day activity profile:
💡 Overview
jumpstarter is an open-source project written in Python: Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic, automation, board-farm. 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 jumpstarter⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
jumpstarter 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 jumpstarter.
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 jumpstarter using your package manager: `pip install jumpstarter`
Initialize your project workspace or configuration file for jumpstarter.
Import jumpstarter into your codebase or invoke it directly from your terminal.
Execute your test suite or run `jumpstarter --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
jumpstarter-dev/jumpstarter is currently ranked #18,145 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #18,096 | saaranshM/unsnooze | JavaScript | ★ 229 | Compare ↗ |
| #18,096 | ihsan-ramadhan/bansos-router | TypeScript | ★ 229 | Compare ↗ |
| #18,096 | jaisurya-dev-art/rigby2d | JavaScript | ★ 229 | Compare ↗ |
| #18,096 | Vnnc1/gow-native-pc | C++ | ★ 229 | Compare ↗ |
| #18,096 | ersinkoc/phonebox | C# | ★ 229 | Compare ↗ |
| #18,145 | jumpstarter-dev/jumpstarter This Project | Python | ★ 228 | |
| #18,145 | seamusabshere/remote_table | HTML | ★ 228 | Compare ↗ |
| #18,145 | reviewboard/rbtools | Python | ★ 228 | Compare ↗ |
| #18,145 | agnat/node_wake_on_lan | JavaScript | ★ 228 | Compare ↗ |
| #18,145 | adityarathod/xerox | Python | ★ 228 | Compare ↗ |
| #18,145 | Washington-University/workbench | C++ | ★ 228 | Compare ↗ |
Frequently Asked Questions
What does jumpstarter do? +
Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.
Is jumpstarter actively maintained in 2026? +
Yes, jumpstarter is actively maintained. The latest code push was recorded on Oct 26, 2026 (17 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 228 stars and 72 open issues.
What language is jumpstarter written in? +
The primary language is Python. Topics include: agentic, android, board-farm, ci-cd, cloud-native.
How many stars does jumpstarter have? +
jumpstarter has 228 stars and 41 forks on GitHub.
How does jumpstarter rank among GitHub repositories? +
With 228 stars, jumpstarter-dev/jumpstarter is ranked #18,145 globally across all repositories tracked on GitHubRepo and #2,415 among Python projects.
What license is jumpstarter distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
