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Latest 2 articles:

AI Engineering Starts With the Product, Not the Model

August 10, 2026Architecture 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 Change the Contract: From Deterministic Software to Probabilistic Systems

August 7, 2026Architecture Patterns

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.

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