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β€’6 min readβ€’Updated Updated May 2026

Google Engineers Launch 'Sashiko' for Agentic AI Code Review of the Linux Kernel

Discover how Google's Sashiko improves AI-assisted code reviews for the Linux Kernel. Explore key tools for developers.

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Introduction

In a significant advancement for software development, Google engineers have introduced 'Sashiko', an innovative AI tool designed for agentic code reviews of the Linux Kernel. This development aims to streamline the review process, enhancing code quality and efficiency. By leveraging cutting-edge AI technology, Sashiko offers unprecedented support to developers working with one of the widely used operating systems. In this article, we will explore how Sashiko fits into the broader landscape of AI tools available for code review and collaboration.

Quick recommendation

For developers seeking efficient coding solutions, tools like GitHub Copilot and ChatGPT can enhance productivity and support seamless collaboration in code reviews.

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Top picks

1

ChatGPT

Freemium

A powerful conversational AI for diverse writing and research tasks.

Pros
  • Versatile capabilities for various writing tasks
  • User-friendly interface
  • Constantly updated knowledge base
Cons
  • Limited coding-specific functionalities
  • Responses can be verbose
Use cases: Content creation and brainstorming
2

AI pair programmer integrated into your IDE for coding assistance.

Pros
  • Context-aware suggestions
  • Supports multiple programming languages
  • Seamless IDE integration
Cons
  • Subscription pricing may deter new users
  • Requires an internet connection
Use cases: Professional developers needing coding assistance
3

Copy.ai

Freemium

Streamline content creation with versatile AI tools for marketers and sales teams.

Pros
  • Great for marketing content
  • User-friendly
  • Offers templates for various needs
Cons
  • Focus on marketing rather than coding
  • Limited advanced coding features
Use cases: Marketing teams and content creators
4

Cursor

Freemium

AI-focused coding environment with integrated chat and advanced editing.

Pros
  • AI-driven coding suggestions
  • Integrated chat for collaboration
  • User-friendly interface
Cons
  • Still evolving features
  • May not support all programming languages yet
Use cases: Collaborative coding environments

Comparison table

Key featuresChatGPTGitHub CopilotCopy.aiCursor
TypeConversational AICoding assistantContent creationCoding IDE
PricingFreemiumPaidFreemiumFreemium
Best ForGeneral tasksProfessional developersMarketingCollaborative coding
ProsVersatile capabilities, updated knowledge, user-friendlyContext-aware suggestions, multi-language support, IDE integrationGreat for marketing, user-friendly, various templatesAI-driven suggestions, built-in chat, easy to use
ConsLimited coding functions, verbose responsesRequires internet, subscription pricingLimited coding features, marketing-focusedStill evolving, may lack support for some languages

Pricing

Pricing for tools varies from freemium models to paid subscriptions. Consider trial options to evaluate fit.

Best use cases

  • Enhancing productivity in coding reviews
  • Assisting in collaborative development projects
  • Streamlining content creation for marketing
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FAQ

Conclusion

The launch of Google's Sashiko represents a significant step forward in the realm of agentic AI for software development. By providing robust support for code reviews, it complements existing tools like GitHub Copilot and Cursor, empowering developers to enhance their workflow. As AI technology continues to develop, tools like Sashiko will play a crucial role in shaping the future of coding and collaboration.

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