The best AI model is useless with a poorly designed API. Here is how to build API-first AI architecture that developers actually want to use and why your API design determines adoption more than your model performance. Learn the patterns that separate thriving integrations from abandoned projects.
Most companies over-engineer real-time AI systems by focusing on technical latency instead of user perception. The difference between 50ms and 200ms response time rarely matters to users, but infrastructure complexity differs enormously. Here is how to build streaming AI that feels instant without breaking budget constraints.
Most companies optimize prompts to save pennies while ignoring architectural changes that could cut AI costs by 60-90%. Here is the big lever that matters for real savings.
Event-driven architecture transforms AI from rigid monoliths into flexible, composable services that evolve independently. Discover how Kafka, sagas, and CQRS patterns enable AI systems built like Lego blocks rather than single-pour concrete foundations that become increasingly impossible to modify or maintain.