Lab Notes

Short notes on what I tried, what happened, and what seems true so far.

geminillmfrontendautomationcachingcost-optimizationtool

A Better Way to Clone Screenshots to HTML

Using Gemini's bounding box detection to get precise measurements when converting a screenshot to code. Plus how prompt caching and flex inference make the multi-pass approach surprisingly cheap.

testy.cool•May 8, 2026•6 min read