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CodeSherlock Introduction

Overview​

CodeSherlock is a unified AI-powered code analysis and review platform that seamlessly integrates with your development workflow. It combines in-editor code analysis with automated GitHub Pull Request reviews to provide comprehensive feedback on code quality, security, and performance. By analyzing your code at multiple stages of development, CodeSherlock helps teams write better code, reduce review cycles, and prevent issues from reaching production.

Key Features​

1. Dual Integration System​

  • In-Editor Analysis: Real-time code analysis in VS Code, Cursor, and WindSurf editors
  • GitHub PR Reviews: Automated reviews when pull requests are created
  • Single Account Access: One GitHub signup connects both systems

2. Comprehensive Code Analysis​

CodeSherlock analyzes your code across six critical dimensions:

DimensionDescription
SecurityIdentifies vulnerabilities, security anti-patterns, and potential exploits
ScalabilityEvaluates how code will perform under increased load and identifies bottlenecks
MaintainabilityAnalyzes code complexity, readability, and highlights areas difficult to understand
PerformanceDetects inefficient algorithms, data structures, and resource usage
ReliabilityAssesses error handling, edge cases, and identifies single points of failure
ResilienceEvaluates the system's ability to recover from failures

3. Power Analysis​

The unique Power Analysis feature provides concise reports on critical issues, prioritizing the most important problems to fix rather than overwhelming developers with minor concerns.

Getting Started​

System Requirements​

  • GitHub account
  • Supported editors: VS Code, Cursor, or WindSurf
  • Internet connection for real-time analysis

Installation & Setup​

Sign Up​

  • Visit codesherlock.ai
  • Sign in with your GitHub account
  • If you SignUp with any other email than GitHub, you get access to Code Editor and Browser analysis, not PR Reviews.

Editor Integration​

Install the CodeSherlock extension for your preferred editor:

  • VS Code: Install from VS Code Marketplace
  • Cursor: Install from VS Code marketplace
  • WindSurf: Install from Open VSIX registry

GitHub Integration​

  • Authorize the GitHub integration during setup
  • Select which repositories to enable for PR reviews

Using CodeSherlock​

In-Editor Analysis​

Once installed, CodeSherlock will automatically analyze your code as you write:

  • Real-time Feedback: Issues are highlighted directly in your editor with detailed explanations
  • Actionable Suggestions: Hover over highlighted issues to see suggestions for improvement

GitHub PR Review Process​

When you create a pull request on GitHub, CodeSherlock automatically:

  • Analyzes the changes in the PR
  • Adds inline comments for specific problems

Workflow Integration​

CodeSherlock is designed to seamlessly integrate into your development workflow:

  1. Write Code: Get real-time feedback as you write code in your editor
  2. Address Issues: Resolve highlighted issues using CodeSherlock's suggestions
  3. Create PR: Submit your pull request as normal
  4. Review Analysis: Review CodeSherlock's automated analysis of your PR
  5. Fix Critical Issues: Address any remaining issues highlighted in the Power Analysis
  6. Merge: Merge your PR with confidence

Pricing​

  • $15 per month per developer
  • Includes 200–400 reviews per month
  • Full access to both in-editor analysis and PR reviews

Support & Resources​

FAQ​

Q: How does CodeSherlock differ from simple linters?
A: Unlike linters that focus primarily on style and syntax, CodeSherlock performs deep analysis across six dimensions including security, scalability, and performance.

Q: Does CodeSherlock replace human code reviews?
A: CodeSherlock complements human reviews by handling routine checks and highlighting critical issues, allowing human reviewers to focus on higher-level concerns.

Q: Is my code shared with third parties?
A: No, CodeSherlock processes your code securely and does not share it with third parties.

Q: How many reviews can I run per month?
A: The standard plan includes 200–400 reviews per month per developer.