loopx-project/loopx
A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention.
Star History
Momentum
+151
STARS · LAST 30 DAYS
5
PER DAY
#156
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +35 | +151 | +450 |
| Per day | 5 | 5 | 5 |
| Forks gained | +3 | +12 | +29 |
loopx gained 151 stars in the last 30 days, about 5 a day, and now has 6K. It is about 1 year old and has averaged roughly 6K stars a year. It ranks #156 among Python repositories and #958 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#259
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
loopx has maintained a continuous presence across global trending indexes, peaking at #259. Below is the 30-day activity profile:
💡 Overview
loopx is an open-source project written in Python: A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-control-plane, agent-harness, ai-agents. 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 loopx⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
loopx 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 loopx.
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 loopx using your package manager: `pip install loopx`
Initialize your project workspace or configuration file for loopx.
Import loopx into your codebase or invoke it directly from your terminal.
Execute your test suite or run `loopx --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
loopx-project/loopx is currently ranked #958 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #958 | loopx-project/loopx This Project | Python | ★ 6K | |
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Frequently Asked Questions
What does loopx do? +
A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention.
What language is loopx written in? +
The primary language is Python. Topics include: agent-control-plane, agent-harness, ai-agents, claude-code, codex.
Is loopx actively maintained? +
Yes, the last recorded push was on Sep 27, 2026 with 91 open issues being tracked.
How many stars does loopx have? +
loopx has 6,031 stars and 587 forks on GitHub.
How does loopx rank among GitHub repositories? +
With 6,031 stars, loopx-project/loopx is ranked #958 globally across all repositories tracked on GitHubRepo and #156 among Python projects.
What license is loopx distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
