Yash Varyani

CTO - Drizz

Building Drizz to help dev teams ship faster. We use AI to give developers instant UI feedback, collapsing the slow, traditional sprint cycle. Backed by Stellaris Venture Partners & Shastra VC.

Deterministic Mobile App Testing with AI: Interpretable Prompting, GEPA & Dynamic Caching

How do you make AI testing trustworthy—and fast? We’ll unpack Drizz’s approach to interpretable prompting (GEPA) and a decision-tree policy that tames hallucinations for deterministic results. Then we’ll show how dynamic caching (screen/command-level) turns repeated flows into sub-second lookups, driving measurable gains in accuracy, time, and cost. Expect real Android case studies, live flows, and practical patterns you can use to harden your CI without locator hell.