Data ScienceJul 28, 20269 min read
Evaluating LLM systems you did not train
Placeholder post. Building an evaluation harness when the model is a vendor API and the data is yours.
Placeholder introduction about offline evals, golden sets, and why vibes-based review stops scaling around week three.
Start from failure taxonomies
Placeholder paragraph. Categorise the ways the system is wrong before scoring how often it is right.
Placeholder pull quote that summarises the argument in one line.
Placeholder paragraph covering regression gates in CI and the reporting cadence for stakeholders.