What an eval suite is, and how to build one
An eval suite is not one thing. It is a layered set of checks with different costs, latencies, and confidence levels. This post walks through what the layers are, how to build the dataset (the part most teams under-do), how grading actually works in practice, and how the whole thing wires into your CI.