The skill gap between using AI and architecting AI.
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post Stefano Demiliani
"Using AI as a coding tool is not the same as architecting an AI application for a real business problem."
Quotes
- “Using AI as a coding tool is not the same as architecting an AI application for a real business problem.” (Establishes the central distinction that most AI training focuses on tool usage rather than system-level design for production environments.)
- “These aren’t tips. They’re architectural patterns.” (Clarifies that successful AI systems require formal design patterns similar to traditional systems architecture, not just best practice tips.)
Context
- Features: agent orchestration, failure mode analysis, integration patterns, error classification and routing, async decision flows, cost boundary management
Source: Stefano Demiliani, community blog. Summary, key points and quotes are derived (CONTENT-NOTICE.md); read the original for the full text.