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Context-aware scans, RAG codebase index lookups, security auditing, and line-by-line feedback posted directly to your GitHub pull requests in seconds.

PR Panda Review Interface Light
how it operates

continuous review loops on every git commit

Every time you push updates or open a GitHub pull request, PR Panda immediately jumps into action. Our automated reviewer analyzes your new code in real time, understanding the changes instantly without slowing down your development flow.

By scanning your entire codebase for context, PR Panda doesn't just look at the new lines of code it understands how they interact with your existing system. Within five seconds, you'll receive precise, line by line feedback and actionable suggestions directly in your pull request.

active review engine
PR #12
Webhook Dispatch:✓ SUCCESS
RAG Vector Lookups:12 contexts retrieved
Inngest Worker Delay:142ms latency
Auditor Model:gpt-4o-mini via openrouter
🐼 PR PANDA Suggestion:"Consider extracting the repeated API configuration bindings into a generic reusable hook. The current implementation duplicates connection logic across 4 components, violating DRY principles. Additionally, the fallback state lacks proper error handling for timeout scenarios."
specifications

core capabilities

Contextual Embeddings

Builds a multi-dimensional semantic vector index of your directories, retrieving related files and utilities before reviewing.

Credential Scanning

Flags exposed secret keys, API tokens, database passwords, or SQL query construction leaks before merges occur.

Direct Suggestions

Generates fully functional code blocks directly into the GitHub PR conversation, allowing single-click application.

Guideline Presets

Set custom styling and design rules (e.g. enforcing camelCase, test files coverage, or import patterns) for consistent audits.

Developer Analytics

Beautiful timeline charts depicting review frequency, code health increases, and commit latencies over time.

AI Chat Assistant

Interact with PR Panda directly inside your GitHub pull request threads. Request alternative refactoring options, ask logic clarifying questions, and get safe revisions.

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