inclusionAI/Avernet
Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together — like an organization.
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+17
STARS · LAST 30 DAYS
1
PER DAY
#882
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +17 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
Avernet gained 17 stars in the last 30 days, about 1 a day, and now has 677. It is about 1 year old and has averaged roughly 677 stars a year. It ranks #882 among Python repositories and #6,638 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#6659
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Avernet has maintained a continuous presence across global trending indexes, peaking at #6659. Below is the 30-day activity profile:
💡 Overview
Avernet is an open-source project written in Python: Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together — like an organization.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-coordination, agent-infrastructure, agent-organization. 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 Avernet⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Avernet 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 Avernet.
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 Avernet using your package manager: `pip install Avernet`
Initialize your project workspace or configuration file for Avernet.
Import Avernet into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Avernet --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
inclusionAI/Avernet is currently ranked #6,638 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,628 | MuwMx/YumaPlayer | Kotlin | ★ 679 | Compare ↗ |
| #6,634 | mitchmac/ServerlessWP | PHP | ★ 678 | Compare ↗ |
| #6,634 | lindera/lindera | Rust | ★ 678 | Compare ↗ |
| #6,634 | 0xRadikal/Free-v2ray-Configs | Python | ★ 678 | Compare ↗ |
| #6,634 | samwhosung/benilla | Rust | ★ 678 | Compare ↗ |
| #6,638 | inclusionAI/Avernet This Project | Python | ★ 677 | |
| #6,638 | tamboui/tamboui | Java | ★ 677 | Compare ↗ |
| #6,640 | dbt-labs/dbt-codegen | Makefile | ★ 676 | Compare ↗ |
| #6,640 | open-telemetry/opentelemetry-dotnet-contrib | C# | ★ 676 | Compare ↗ |
| #6,640 | google/yggdrasil-decision-forests | C++ | ★ 676 | Compare ↗ |
| #6,640 | anthropics/anthropic-cli | Go | ★ 676 | Compare ↗ |
Frequently Asked Questions
What does Avernet do? +
Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together — like an organization.
What language is Avernet written in? +
The primary language is Python. Topics include: agent-coordination, agent-infrastructure, agent-organization, dsh-plugins, human-in-the-loop-ai.
Is Avernet actively maintained? +
Yes, the last recorded push was on Oct 7, 2026 with 127 open issues being tracked.
How many stars does Avernet have? +
Avernet has 677 stars and 70 forks on GitHub.
How does Avernet rank among GitHub repositories? +
With 677 stars, inclusionAI/Avernet is ranked #6,638 globally across all repositories tracked on GitHubRepo and #882 among Python projects.
What license is Avernet distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
