diff --git a/README.md b/README.md
index 8a54091..b3082b1 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,6 @@ This repository contains various shell scripts for managing media-related tasks
 - **[Backup Scripts](#backup-scripts)** - Enterprise-grade backup solutions
 - **[Management Scripts](#management-scripts)** - System and service management
 - **[Security](#security)** - Comprehensive security framework and standards
-- **[AI Integration](#ai-integration)** - Fabric setup for AI-assisted development
 - **[Tab Completion](#tab-completion)** - Intelligent command-line completion
 - **[Documentation](#comprehensive-documentation)** - Complete guides and references
 - **[Testing](#testing)** - Docker-based validation framework
@@ -72,51 +71,6 @@ All scripts undergo comprehensive security validation:
 
 For security-related changes, refer to the security documentation and follow the established security checklist.
 
-## AI Integration
-
-This repository includes a complete AI development environment with Fabric integration for AI-assisted development tasks.
-
-### Fabric Setup
-
-The system includes:
-
-- **Fabric v1.4.195** with 216+ AI patterns for text processing
-- **Google Gemini 2.5 Pro** as primary AI provider
-- **External AI providers** support for flexibility
-- **Custom shell configuration** for optimal development experience
-
-### Basic Fabric Usage
-
-```bash
-# List all available patterns
-fabric -l
-
-# Use a pattern (configure your preferred AI provider)
-echo "Your text here" | fabric -p summarize
-
-# Use with specific model
-echo "Your text here" | fabric -p summarize -m gemini-2.0-flash-exp
-
-# Update patterns
-fabric -U
-```
-
-### Popular AI Patterns
-
-- `summarize` - Summarize text content
-- `explain_code` - Explain code snippets and logic
-- `improve_writing` - Enhance writing quality and clarity
-- `extract_wisdom` - Extract key insights from content
-- `create_quiz` - Generate quiz questions from text
-- `analyze_claims` - Analyze and fact-check claims
-
-### Configuration Files
-
-- **Fabric config**: `~/.config/fabric/.env` - AI provider settings and API keys
-- **Shell config**: `~/.zshrc` - Main shell configuration
-
-For complete setup instructions, see the setup documentation.
-
 ### Development Projects
 
 - **[Telegram Backup Monitoring Bot](./telegram/github-issues/README.md)**: Comprehensive Telegram bot project for monitoring and managing all backup systems with real-time notifications and control capabilities.
@@ -423,22 +377,6 @@ This installs:
 - Tab completion for all scripts
 - Development tools (Node.js via nvm, VS Code, etc.)
 
-### AI Development Environment
-
-For AI-assisted development, the system includes:
-
-- **Fabric** with 216+ AI patterns for text processing
-- **Google Gemini integration** as primary AI provider
-- **External AI provider support** for flexibility
-- **Custom configuration** for easy management
-
-Test the AI setup:
-
-```bash
-# Test Fabric integration
-echo "Test text" | fabric -p summarize
-```
-
 ## Dotfiles
 
 The repository includes dotfiles for system configuration in the `dotfiles` directory. These can be automatically set up using the bootstrap script: