In-depth articles, tutorials, and guides on AI Engineering ✨ — covering everything from fundamentals to advanced patterns.
Foundation models change the order of engineering decisions. Instead of starting with a model to train, teams can start with a user workflow, define the evidence and constraints it needs, and choose the simplest model strategy that earns its place in the product.
Foundation models make powerful capabilities available through an API, but they are not ordinary dependencies. Their token-based, probabilistic behavior changes how applications should validate outputs, attach knowledge, manage latency, and earn user trust.