The AI Prototype Is Not the Product Yet
AI tools make ideas visible faster. The path from demo to production software still needs architecture, operations, and responsibility.
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Kyluke McDougallRead the analysis
Architecture Before Automation
AI-assisted development scales reliably only when system boundaries, data models, and operating rules are clear first.
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Kyluke McDougall
Code is Cheap. Software Is Still Expensive.
AI lowers the cost of generating code, but architecture, operations, security, and long-term ownership still determine the real cost of software.
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Kyluke McDougall