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Kiro AI概念设计即可生成可生产的代码的 AI 运行

4.8 (6)
Daniel Nikulshyn审阅者 Daniel Nikulshyn·更新 2026年7月

概览

Kiro AI 是一款由人工智能驱动的 IDE，帮助开发者和团队高效将项目转换为可投入生产的代码。它通过基于规格的开发实现这一目标，即将提示转化为结构化需求、架构设计以及按顺序划分的任务，由并行代理执行。Kiro 还通过属性驱动测试来验证代码正确性，减少即使通过单元测试仍在生产中出现错误的问题。该平台旨在为 AI 编码带来结构化，确保代码更加安全、可维护，并与预期结果保持一致。 Kiro 支持一系列功能，包括基于规格的规划、使用并行代理的实现、通过基于属性的测试捕获错误，以及连接 GitHub 或 GitLab 进行代码评审。它允许开发者为每个任务选择最佳模型，并且由 Anthropic Claude 等流行模型驱动。该平台采用开放标准构建，具备企业级准备，提供基于信用的计费模型，无每日或每周使用上限，并支持 IAM 和 SSO 认证以及管理控制。 Kiro 获得全球工程师的赞誉，因为它能证明投入时间进行内部开发业务关键资产的合理性，推动功能开发加速，缩短客户价值实现时间。它是初创公司的强大盟友，能够将被忽视的文档和规范自然转化为坚实的资产，使增长更顺畅、未来扩展更有效。 总体而言，Kiro AI 是一款强大的工具，适合开发者和团队希望高效将项目转化为可投入生产的代码。它专注于基于规范的开发、代码正确性与企业级适配，使其成为那些寻求提升编码工作流程的人的理想选择。

主要功能

  • 通过规范和策划进行开发
  • 并行代理辅助开发
  • 属性测试辅助找出 bug
  • 支持连接 GitHub 或 GitLab 进行代码 review
  • 支持选择最佳机器学习模型
  • 开源标准
  • 企业级认证

价格

模型
Free
分类
代碼生成
评分
4.8 / 5 (6)

使用场景

加速特性开发

基洛为开发者提供一个流畅的工作流程，将项目转化为可生产的代码，减少从几周到几天的时间至客户价值

改进代码质量

基洛通过规范驱动开发和正确性特征确保代码更安全、更易于维护，并与要求相符

管理大型代码库

基洛的并行代理使开发者能够高效地构建大型代码库，管理复杂项目更为容易

优点 & 缺点

优点

  • 覆盖全面的概念到可生产的工作流程
  • 集成 AI 减少上下文切换次数
  • 适用于原型和发布
  • 熟悉的 IDE 风格界面

缺点

  • 可能有新用户的学习曲线
  • 有效性依赖于建议质量
  • 基于云的 AI 特性可能引发隐私问题

对决战绩

在万神殿中参与了 6 对决。

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Last 5 battles

评测

4.8

6 个评分的平均值。

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登录以留下评测。

BC

Beatriz Costa

May 17, 2026

Does the job

Pretty happy overall. Contextual code suggestions just works and useful for both prototyping and shipping. but no dealbreakers — I'd recommend it to a friend without hesitating.

GE

Gunnar Eriksson

Feb 11, 2026

Use it every day

Honestly didn't expect to like it this much. Project scaffolding from prompts is exactly what I needed, and covers the full concept-to-production workflow. I do wish effectiveness depends on prompt quality, but I reach for it almost every day now and it just clicks.

GO

Grace Okafor

Feb 7, 2026

Years in this space

I've evaluated a lot of these over the years. What stands out here is contextual code suggestions — handled better than most — and familiar IDE-style interface. Effectiveness depends on prompt quality is my one real gripe. Worth the time if this is your use case.

Leila Hassan

Leila Hassan

Dec 31, 2025

Does the job

Pretty happy overall. Support for multiple languages just works and covers the full concept-to-production workflow. May have a learning curve for new users can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

AK

Aisha Khan

Nov 27, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on project scaffolding from prompts, and covers the full concept-to-production workflow caught me off guard. still, I'd recommend giving it a real trial.

Robert Ainsworth

Robert Ainsworth

Oct 7, 2025

Solid for our team

We rolled this out across the team last quarter and integrated AI reduces context switching. Project scaffolding from prompts fits neatly into how we already work, and project scaffolding from prompts removed a step we used to do by hand. but it has held up under daily use.

问答

What is Kiro?

Kiro is an agentic AI with an IDE, CLI, and web interface that helps you go from prototype to production. From simple to complex tasks, Kiro works alongside you to turn prompts into detailed specs, then into working code, docs, and tests—so what you build is exactly what you want and ready to share with your team. Kiro’s agents help you solve challenging problems and automate tasks like generating documentation and unit tests.

Asked by Quentin Lefevre · Sep 27, 2025

What is spec-driven development? How is it different from vibe coding?

Developing with specs keeps the fun of vibe coding, but fixes some of its limitations: vibe coding can require too much guidance on complex tasks or when building on top of large codebases, and it can misinterpret context. When implementing a task with vibe coding, it’s difficult to keep track of all the decisions that were made along the way, and document them for your team. By using specs, Kiro works alongside you to define requirements, system design, and tasks to be implemented before writing any code. This approach explicitly documents the reasoning and implementation decisions, so Kiro can implement more complex tasks in fewer shots.

Asked by Mia Andersen · Sep 25, 2025

How can I get started with Kiro?

Kiro works as an agent in the IDE, with a CLI, or in a web browser. Download the installer for your operating system, or sign in to use it with a paid account on the web, and log in with GitHub, Google, AWS Builder ID, or AWS IAM Identity Center. You do not need an AWS account to use Kiro. For more, see documentation.

Asked by Chioma Nwosu · Sep 22, 2025

What programming languages does Kiro support?

Kiro supports a variety of programming languages that developers use in their day to day work. This list includes, but is not limited to Python, Java, JavaScript, TypeScript, C#, Go, Rust, PHP, Ruby, Kotlin, C, C++, shell scripting, SQL, Scala, JSON, YAML, and HCL.

Asked by Uma Krishnan · Aug 28, 2025

Can I import settings from my existing IDE?

Kiro is based on Code OSS, so you can import your VS Code settings, themes, and Open VSX compatible plugins in the Kiro onboarding flow.

Asked by Celia Ramirez · Aug 1, 2025

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