AI Systems
Stop Building AI Demos. Start Building AI Systems.
Most AI projects fail because they're built as demos, not systems.
If your AI app breaks when the model changes temperature, you don't have a system. You have a demo.
Outline
- The difference between an AI demo and an AI system
- Why prompt engineering isn't architecture
- Latency, reliability, fallbacks, and observability
- Human-in-the-loop design
- AI systems need guardrails, not vibes
- A checklist for production-ready AI