Ruchit SutharDec 9, 2025
The API-First AI Strategy: A Software Architect's Guide to Building with LLM APIs
Most teams treat LLM APIs like any other REST API and hit walls: cost explosions, brittleness, architectural mess. Learn 5 production-ready patterns: AI Gateway for abstraction, Prompt Management with versioning, Response Validation against hallucinations, Cost Control with budgets & rate limits, and Observability for metrics. Includes decision frameworks (sync vs async, model selection, architecture fit), failure handling strategies, testing approaches, and real trade-off analysis.
llm-apiai-architectureopenai-api