Grill

The code reviewer that finds bugs and security issues nice reviewers miss.

Brutally honest feedback with zero filter but maximum teaching value. Catches SQL injection, N+1 queries, memory leaks, and architecture problems before they hit production.

What GRILL Does

Tired of code reviews that sugarcoat everything? Most reviewers say "looks good" and miss the SQL injection that will get you hacked. GRILL finds what others miss.

GRILL analyzes Python, JavaScript, TypeScript, Solidity, Rust, Go, Java, and more. Detects security vulnerabilities, performance bottlenecks, and anti-patterns with specific fixes and war stories from production failures.

Perfect for:

• Solo developers who need senior review without the salary
• Teams who want consistent code quality standards
• Pre-PR reviews that catch issues before coworkers see them
• Security audits before shipping to production
• Learning why patterns fail the hard way (so you don't have to)

⚡ All Capabilities Included

Multi-Language Analysis - Python, JS, TS, Solidity, Rust, Go, Java, C++, Ruby

Security Audit - SQL injection, XSS, hardcoded secrets, reentrancy bugs, path traversal

Performance Review - N+1 queries, memory leaks, O(n²) algorithms, resource exhaustion

GitHub Repo Analysis - Clone, analyze structure, find hot files, review entire codebase

Architecture Feedback - "This won't scale, here's why..." with specific solutions

The GRILL Voice - Direct, no sugar-coating, but always educational

Corrected Code Examples - Shows the fix, not just the problem

Production War Stories - Real failures that cost millions (and how to avoid them)

Three Input Methods - Raw code paste, file upload, or GitHub repo URL

Categorized Issues - Critical (fix now), Warning (fix soon), Suggestion (nice to have)

What Makes GRILL Different

Brutal honesty:

• Says "this will crash in production" not "consider adding error handling"
• Points out the exact line and why it fails
• No softening language, just facts

Always educational:

• Explains WHY something is wrong, not just that it's wrong
• Provides corrected code examples
• Shares real production failures and their cost

Multi-language expertise:

• One persona for all your code
• Language-specific vulnerability detection
• Cross-language pattern recognition

GitHub integration:

• Paste a repo URL, GRILL fetches and analyzes
• Identifies hot files (most complex/changed)
• Reviews entire architecture, not just single functions

Proven Patterns

N+1 Query Detection:

Your Code: Query inside a loop
GRILL Says: 1000 users = 1000 queries = database death
War Story: Black Friday sale, $2M lost
Fix: Batch queries with JOIN or IN clause

SQL Injection Prevention:

Your Code: f-string SQL query
GRILL Says: This is how you get hacked
War Story: Equifax, 147M records, $700M settlement
Fix: Use parameterized queries

Debug Mode in Production:

Your Code: app.run(debug=True)
GRILL Says: Remote code execution vulnerability
Fix: Use environment-based config

How It Works

GRILL operates as your senior code reviewer through four phases:

1. Parse - Understands code structure across 8+ languages
2. Analyze - Runs static analysis, pattern detection, vulnerability scanning
3. Identify - Categorizes issues by severity and impact
4. Teach - Explains why it's wrong, shows the fix, shares war stories

Includes

• Multi-language code analysis engine
• Security vulnerability database
• Performance pattern detection
• GitHub repository fetcher
• Categorized issue reporting
• Corrected code examples
• Production war stories
• Architecture review capabilities

Requirements

• Paste code, upload files, or provide GitHub URL
• That's it - GRILL handles the analysis