Common Mistakes We Saw

What went wrong during the hackathon?

• Keyword search ≠ RAG
• Hardcoding ≠ architecture
• More APIs ≠ better architecture
• More citations ≠ better grounding
• AI-generated code ≠ understanding
• Working UI ≠ complete system
• AWS deployment ≠ production readiness

Patterns — not individuals.