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kirodotdev
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kirodotdev/KiroCrew

A persistent workspace for development work that self-improves and continues beyond one session.

Python ◇ agent Apache-2.0
★4.2KSTARS
⑂689FORKS
!2,306ISSUES
🏆#1,209GLOBAL RANK
🔥2DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for kirodotdev/KiroCrew
CSV

Momentum

+104

STARS · LAST 30 DAYS

3

PER DAY

#186

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+21+104+270
Per day333
Forks gained+3+14+34

KiroCrew gained 104 stars in the last 30 days, about 3 a day, and now has 4.2K. It is about 1 year old and has averaged roughly 4.2K stars a year. It ranks #186 among Python repositories and #1,209 across all languages on GitHubRepo.

Trending Record

KiroCrew has maintained a continuous presence across global trending indexes, peaking at #1613. Below is the 30-day activity profile:

💡 Overview

KiroCrew is an open-source project written in Python: A persistent workspace for development work that self-improves and continues beyond one session.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agentic-ai, agents. 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 Python 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
$ pip install KiroCrew

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

KiroCrew 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 KiroCrew.

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

1

Install KiroCrew using your package manager: `pip install KiroCrew`

2

Initialize your project workspace or configuration file for KiroCrew.

3

Import KiroCrew into your codebase or invoke it directly from your terminal.

4

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

👍 Strengths

Active community backing with 4,162 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python 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 Python 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.

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👥 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

kirodotdev/KiroCrew is currently ranked #1,209 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
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#1,206 Bubka/2FAuth PHP ★ 4.2K Compare ↗
#1,207 symfony/dependency-injection PHP ★ 4.2K Compare ↗
#1,207 Volmarg/personal-management-system PHP ★ 4.2K Compare ↗
#1,209 kirodotdev/KiroCrew This Project Python ★ 4.2K
#1,210 pypi/warehouse Python ★ 4.2K Compare ↗
#1,211 symfony/cache PHP ★ 4.2K Compare ↗
#1,212 openagents-org/openagents TypeScript ★ 4.1K Compare ↗
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Frequently Asked Questions

What does KiroCrew do? +

A persistent workspace for development work that self-improves and continues beyond one session.

What language is KiroCrew written in? +

The primary language is Python. Topics include: agent, agentic-ai, agents, ai-agent, ai-agents.

Is KiroCrew actively maintained? +

Yes, the last recorded push was on Sep 27, 2026 with 2,306 open issues being tracked.

How many stars does KiroCrew have? +

KiroCrew has 4,162 stars and 689 forks on GitHub.

How does KiroCrew rank among GitHub repositories? +

With 4,162 stars, kirodotdev/KiroCrew is ranked #1,209 globally across all repositories tracked on GitHubRepo and #186 among Python projects.

What license is KiroCrew distributed under? +

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

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