· Amit Kothari · AI
API-first AI architecture - why APIs are the UI for AI
The best AI model is useless with a poorly designed API. Roy Fielding REST patterns break down when AI costs are variable and outputs non-deterministic. With a large share of agentic AI projects getting cancelled over cost and complexity, API-first architecture determines adoption more than model performance.