Original research on product engineering, integrations, and pragmatic AI from InfoWebPlus, a Costa del Sol studio building maintainable client systems.
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A practical guide for restaurant owners comparing off-the-shelf platforms like Toast or Square against a custom-built system, covering where generic tools break down and how to decide which one your business actually needs.
Wanting to test an existing AI agent project, I had an assistant vibe-code the infrastructure around it instead. It never recognized the project I meant, never said so, and confidently built something else entirely.
Key finding: Business risk of LLM hallucination is determined by the combination of error detectability, error reversibility, and error exposure scope, not by hallucination rate alone.