Building AI-first web apps requires a fundamentally different architecture than traditional apps. Key components include a Context Builder (the most critical layer), an LLM Engine with streaming-first UI, a Tool Layer for real-world integrations, and a Feedback Loop for continuous improvement. Essential design patterns covered

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