AI Code Review that Enforces Codebase Architecture
Stop AI slop from reaching your main branch. CodeArc enforces proven architecture patterns, catching violations before they compound into technical debt.
Inconsistent Code Patterns Are Costing You Weeks
Inconsistent patterns slip through code review, creating technical debt that compounds silently. One violation today means hours of debugging tomorrow.
Inconsistent Patterns Multiply
Each developer introduces their own approach. What starts as one shortcut becomes 10+ scattered implementations across your codebase.
Human Review Can't Scale
Senior developers spend 20% of PR review time catching architecture violations. Direct API calls, duplicate utilities, and bypassed patterns slip through anyway.
Technical Debt Compounds
When that endpoint changes, you're hunting down 7 different implementations. What should be a one-line fix becomes 3+ hours of debugging.
The Pattern Violation Cycle
New developer joins team with established service layer architecture
Submits PR with direct API call in page.tsx—bypassing existing userService.ts
Reviewers miss it. Code looks fine. Gets merged to production
Three months later: API endpoint changes
- • 7 scattered implementations to track down
- • 3+ hours of debugging and fixes
- • Production incident that could've been prevented
The hidden cost? Your senior developers become pattern police, spending hours in reviews catching violations that automated tools should catch instantly.
Architecture Enforcement in 4 Steps
A seamless workflow to enforce and maintain your codebase architecture across your team
Demo video coming soon
Step 1 video
Predefined & Fully Customizable
Start with templates inspired by top open source projects, then customize rules for your team's specific needs
Available Templates
Canopy
Pre-configured patterns from LobeChat's proven architecture. Customize further to match your team's needs.
Tech Stack
Next.js, TypeScript, Tailwind CSS, tRPC, Drizzle ORM, Zustand.
Project Standards
Setup ESLint, Prettier, and commit hooks for code quality.
Project Structure
Define clear boundaries between features, components, and utilities.
Component Structure
Organize your components by colocation and feature-specific folders.
API Layer
Use tRPC and Drizzle for data fetching and mutations.
State Management
Use Zustand for client state. Create slices, actions and selectors depending on the complexity.
Error Handling
Define error.tsx and not-found.tsx for error management.
RAG-Powered PR Reviews
Your architecture rules are embedded into the AI model. When you open a PR, the system retrieves relevant rules and automatically reviews your code against them.
Smart Retrieval
RAG identifies which rules apply to your specific code changes
Contextual Feedback
Violations surface with actionable explanations and examples
Team Consistency
Maintain standards across your entire codebase automatically
Learn From Top Open-Source Projects
Inspired by Bulletproof React, master how to build production-grade projects in Next.js using proven patterns from top open-source codebases. When you follow what well-established projects do, you're implementing industry best practices.
Project Standards & Tooling
Learn the essential tooling setup and standards that production projects rely on for consistency and efficiency.
Scalable Project Structure
Discover folder hierarchies and file organization patterns that scale with your team.
Component Structure
Learn reusable component patterns, colocation strategies, and the architectural decisions that enable rapid development.
State Management
Explore proven state management strategies that keep data flow predictable as complexity grows.
API Layer Design
Build centralized, type-safe API layers that prevent scattered fetch calls and maintain a single source of truth.
Error Handling
Implement comprehensive error handling patterns that catch issues early and provide meaningful feedback to users.
Performance Optimization
Learn caching strategies, lazy loading, code splitting, and other techniques that keep your app blazingly fast.
Security & Deployment
Understand security best practices and deployment workflows that make your code production-ready and maintainable.
Proven Patterns
Study actual production codebases from projects trusted by thousands of developers. These aren't theoretical concepts, they're battle-tested approaches.
Industry Standards
Learn what separates hobby projects from production systems. Understand the decisions and trade-offs that make code maintainable at scale.
Organizational Impact
Reduce technical debt and onboarding costs when teams adopt consistent, proven patterns. Build a shared architectural language that accelerates collaboration and code reviews.