AI Architecture Patterns Skill

Purpose

Provide expert guidance on selecting and implementing enterprise AI architecture patterns for production systems. This skill contains battle-tested patterns from real-world deployments and the AI Architect Academy.

When to Use

• Designing new AI systems
• Evaluating architecture options
• Selecting patterns for specific use cases
• Understanding tradeoffs between approaches
• Getting implementation guidance

Core Patterns Library

1. AI Gateway Pattern

Problem: Multiple AI services with inconsistent interfaces, no centralized security, and limited observability create management complexity and security risks.