AI that actually works
for large codebases
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See Nx AI in action.
Your AI assistant is blind to your workspace architecture
As monorepos scale, AI tools become progressively less effective without true workspace understanding.
The challenges
Limited context
LLMs only see individual files, missing the architectural relationships in large monorepos.
Inconsistent output
AI generates code that doesn't follow team standards or may break components it can't see.
No workspace awareness
AI can't understand project dependencies, ownership, or cross-project integration points.
Manual context burden
Developers must repeatedly provide the same contextual information about project structure.
How Nx helps
Architectural awareness
Move from file-level to workspace-level understanding with rich project relationship metadata.
Predictable + intelligent
Combine consistent generators with AI customization that follows team standards.
Integrated workflows
Connect editor, terminal, CI, and AI for truly context-aware assistance across your entire workspace.
Up-to-Date Documentation
Access current docs and best practices for accurate, workspace-specific guidance.
Make your AI assistant workspace-aware
Transform your LLM from context-blind to architecture-aware with complete workspace intelligence.
Workspace intelligence
Elevate your AI from file-level to architecture-level understanding with project relationship mapping and dependency analysis.
CI integration & failure resolution
Fix CI issues before you even know they exist with real-time failure notifications and AI-powered analysis.
Terminal awareness
Your AI assistant sees what you see in the terminal with real-time output awareness and contextual error analysis.
Smart code generation
Combine predictable generators with AI intelligence for consistent, tested scaffolding with contextual customization.
Documentation-aware assistance
Always up-to-date, never hallucinating with live access to current Nx documentation and context-aware configuration guidance.
Architectural awareness
Move from file-level to workspace-level understanding with team ownership identification and technology stack analysis.
Powered by Nx workspace intelligence
Nx daemon runs in the background, maintaining up-to-date workspace metadata
This rich contextual data is processed and optimized for AI consumption
Nx Console exposes the data to your AI assistant via an MCP
Start with Nx Console
Install the Nx Console Extension, available for VSCode, Cursor, and IntelliJ.
Nx MCP
Nx Console automatically registers its MCP server or you can configure it in any MCP compatible client.
Enhanced LLM workflow
Your existing AI tools understand your workspace architecture without changing your development habits.