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From Pull Request to Perfect Code

Rvue seamlessly integrates into your existing workflow, enhancing it with AI-powered insights without changing how you work.

Step 1

Connect Your Repo

Sign in with GitHub and select the repositories you want to enable Rvue on. No complex configuration or installation scripts required.

  • One-click GitHub OAuth
  • Select specific repos
  • Secure ephemeral processing
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GitHub
Connected
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Step 2

AI Analysis

When a PR is opened, Rvue's AI engine instantly analyzes the code changes. It looks for semantic meaning, refactoring patterns, and potential impacts.

  • Semantic Diffing
  • Impact Graph Generation
  • Risk Assessment
Step 3

Review & Approve

Read the generated PR Story to understand the "why". Use the semantic diff to verify changes. Approve with confidence knowing you haven't missed anything.

  • Interactive PR Story
  • Smart Checklists
  • Syncs with GitHub
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MERGED

Under the Hood

1. Webhook Trigger

Rvue listens for GitHub webhooks. When a PR is created or updated, we receive a payload with the changes. We never clone your full repo to disk.

2. AST Parsing

We parse the code into Abstract Syntax Trees (ASTs) to understand the structure. This allows us to detect moves, renames, and logic changes that text diffs miss.

3. LLM Synthesis

Our fine-tuned LLMs analyze the AST differences and commit messages to synthesize a coherent story, explaining the intent behind the changes.

The Review Experience

Once Rvue has analyzed your PR, you get a comprehensive review interface designed for efficiency and clarity.

Semantic Diff Viewer

Review changes grouped by intent and meaning. See related changes together, even if they're in different files. The traditional line-by-line diff is still available, but the semantic view helps you understand the bigger picture.

File Grouping

Files are automatically grouped by type, purpose, or impact. Review all API changes together, all UI components together, or all configuration changes together - whatever makes sense for your review.

AI Review Checklist

Get an intelligent checklist of things to review based on the type of changes. Rvue suggests checking for error handling, testing, documentation, security concerns, and more.

Collaborative Comments

Add comments directly in Rvue's interface. All comments are synchronized with GitHub, so your team can see them in the standard GitHub PR view as well.

Ready to give it a try?

It takes less than 2 minutes to connect your first repository and see the magic happen.

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Rvue

Rvue is the semantic code review platform for modern engineering teams.

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