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heddles/agent-orca

Agent-orca orchestrates and manages AI agent workloads in Kubernetes, providing distributed execution, model routing, knowledge integration, and tool access through MCP and stdio tools.

Go ◇ developer-tools Apache-2.0
★56STARS
⑂2FORKS
!17ISSUES
🏆#14,774GLOBAL RANK
🔥2DAYS TRENDING
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,465

MOST-STARRED Go

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

agent-orca gained 10 stars in the last 30 days, about 1 a day, and now has 56. It is about 1 year old and has averaged roughly 56 stars a year. It ranks #1,465 among Go repositories and #14,774 across all languages on GitHubRepo.

Trending Record

agent-orca has maintained a continuous presence across global trending indexes, peaking at #1166. Below is the 30-day activity profile:

💡 Overview

agent-orca is an open-source project written in Go: Agent-orca orchestrates and manages AI agent workloads in Kubernetes, providing distributed execution, model routing, knowledge integration, and tool access through MCP and stdio tools.

Engineered for speed, consistency, and developer ease, it solves common hurdles in Go. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Go for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ go install github.com/heddles/agent-orca@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-orca 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

Production System Integration

Embed agent-orca into Go backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

1

Install agent-orca using your package manager: `go install github.com/heddles/agent-orca@latest`

2

Initialize your project workspace or configuration file for agent-orca.

3

Import agent-orca into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `agent-orca --help` to verify successful setup.

👍 Strengths

Active community backing with 56 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Go for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Go and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

A
avelino/awesome-go ★ 187.2K Go

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G
golang/go ★ 139.1K Go

The Go programming language

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K
kubernetes/kubernetes ★ 128.2K Go

Production-Grade Container Scheduling and Management

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👥 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

heddles/agent-orca is currently ranked #14,774 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#14,743 jamesgolick/zebra Ruby ★ 57 Compare ↗
#14,743 relevance/vasco JavaScript ★ 57 Compare ↗
#14,743 marcoazeem/duo-open Kotlin ★ 57 Compare ↗
#14,743 ardi4s/feedme Go ★ 57 Compare ↗
#14,743 dingminhua/dsh-connect-workbuddy TypeScript ★ 57 Compare ↗
#14,774 heddles/agent-orca This Project Go ★ 56
#14,774 ZeldaWWHDRecomp/ZeldaWWHDRecomp C++ ★ 56 Compare ↗
#14,774 MatheusBomtempo/JornAI TypeScript ★ 56 Compare ↗
#14,774 JohnnyVizz/claude-kit TypeScript ★ 56 Compare ↗
#14,774 jasherai/acts-as-rated Ruby ★ 56 Compare ↗
#14,774 pka/acts_as_tsearch Ruby ★ 56 Compare ↗

Frequently Asked Questions

What does agent-orca do? +

Agent-orca orchestrates and manages AI agent workloads in Kubernetes, providing distributed execution, model routing, knowledge integration, and tool access through MCP and stdio tools.

What language is agent-orca written in? +

The primary language is Go. Topics include: software.

Is agent-orca actively maintained? +

Yes, the last recorded push was on Oct 5, 2026 with 17 open issues being tracked.

How many stars does agent-orca have? +

agent-orca has 56 stars and 2 forks on GitHub.

How does agent-orca rank among GitHub repositories? +

With 56 stars, heddles/agent-orca is ranked #14,774 globally across all repositories tracked on GitHubRepo and #1,465 among Go projects.

What license is agent-orca distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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