Asymptote-Labs/agent-beacon
The cross-harness self-improving memory layer for AI agents.
Star History
Momentum
+40
STARS · LAST 30 DAYS
1
PER DAY
#252
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +40 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
agent-beacon gained 40 stars in the last 30 days, about 1 a day, and now has 1.6K. It is about 1 year old and has averaged roughly 1.6K stars a year. It ranks #252 among Go repositories and #2,108 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#2150
BEST RANK
Sep 27, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agent-beacon has maintained a continuous presence across global trending indexes, peaking at #2150. Below is the 30-day activity profile:
💡 Overview
agent-beacon is an open-source project written in Go: The cross-harness self-improving memory layer for AI agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-ai-cli, agent-harnesses, agent-security. 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 Go 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
$ go install github.com/Asymptote-Labs/agent-beacon@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
agent-beacon coordinates its core functionality through a modular Go 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 agent-beacon.
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 agent-beacon using your package manager: `go install github.com/Asymptote-Labs/agent-beacon@latest`
Initialize your project workspace or configuration file for agent-beacon.
Import agent-beacon into your codebase or invoke it directly from your terminal.
Execute your test suite or run `agent-beacon --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Asymptote-Labs/agent-beacon is currently ranked #2,108 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,103 | alfio-event/alf.io | Java | ★ 1.6K | Compare ↗ |
| #2,103 | mongodb/mongo-php-library | PHP | ★ 1.6K | Compare ↗ |
| #2,105 | sporkmonger/addressable | Ruby | ★ 1.6K | Compare ↗ |
| #2,106 | NethermindEth/nethermind | C# | ★ 1.6K | Compare ↗ |
| #2,107 | vitorpamplona/amethyst | Kotlin | ★ 1.6K | Compare ↗ |
| #2,108 | Asymptote-Labs/agent-beacon This Project | Go | ★ 1.6K | |
| #2,108 | uber/ADR | Python | ★ 1.6K | Compare ↗ |
| #2,110 | johanohly/AirTrail | TypeScript | ★ 1.6K | Compare ↗ |
| #2,111 | openchoreo/openchoreo | Go | ★ 1.6K | Compare ↗ |
| #2,112 | jfelchner/ruby-progressbar | Ruby | ★ 1.6K | Compare ↗ |
| #2,112 | JetBrains/kotlin-wrappers | Kotlin | ★ 1.6K | Compare ↗ |
Frequently Asked Questions
What does agent-beacon do? +
The cross-harness self-improving memory layer for AI agents.
What language is agent-beacon written in? +
The primary language is Go. Topics include: agent-ai-cli, agent-harnesses, agent-security, browser-extension, ci.
Is agent-beacon actively maintained? +
Yes, the last recorded push was on Sep 27, 2026 with 3 open issues being tracked.
How many stars does agent-beacon have? +
agent-beacon has 1,603 stars and 138 forks on GitHub.
How does agent-beacon rank among GitHub repositories? +
With 1,603 stars, Asymptote-Labs/agent-beacon is ranked #2,108 globally across all repositories tracked on GitHubRepo and #252 among Go projects.
What license is agent-beacon distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
