AI & ML9 min
Evaluating LLM features before you launch them
Shipping an AI feature without an evaluation harness is shipping a system nobody can prove works. Here is the eval setup we build on every engagement.
Insights
What we learned building and running production systems — including the parts that did not work the first time.
Shipping an AI feature without an evaluation harness is shipping a system nobody can prove works. Here is the eval setup we build on every engagement.
Big-bang rewrites fail for structural reasons, not technical ones. A field guide to incremental extraction from systems that cannot go offline.
We instrumented six e-commerce clients to correlate LCP and INP with conversion. The numbers were larger than any of them expected.
Bring a rough idea or a full specification. Either way you leave the call with a clearer plan than you came in with — and no obligation.