Cookbooks
Cookbooks
End-to-end recipes. Each one takes a real dataset, the Wity questions that decide something about it, and the code that turns those answers into a working system, then reports what happened when we ran it.
Insurance claim triage →
Intermediate
Pay, send an adjuster, decline or investigate, from one photo and the customer's own words. Wity answers four yes/no questions; the insurer's rules decide.
noulimagesgenerate56 of 58 right, 0 wrong
Agent tool-call guard →
Intermediate
Run, ask or block every tool call a coding agent makes, from the call and what the developer asked for. Six yes/no questions decide; it installs as a Claude Code hook.
noulClaude Code hooks0 risky calls let through
How a cookbook is built#
- A dataset you can download. Real inputs with an answer key, so you can run the recipe yourself and check our numbers.
- The questions. Every
choice,noulandscorein full, and why each is worded the way it is. - Your rules, in code. Wity answers the judgment calls. Your code turns them into the decision, and sends anything Wity is unsure about to a person.
- Measured results. Right, wrong and handed to a person, with model time and cost, from a real run.
Once a recipe works on our data, try it on yours with Evaluating on your data.