Remix.run Logo
testfrequency 2 hours ago

I do the same, and have excellent results. Gemini 3.1 Pro high diagnosed and solved 3 complex issues today that Opus Max was stumbling on for a few hours in one shot. This was even when I started new chats and tried debugging with Ultracode instead with Claude.

As much as people on HN like to dunk on Gemini, I’ve always found it to be pretty good at understanding a code base more than Claude.

FailMore an hour ago | parent [-]

What harness do you use Gemini in?

testfrequency 13 minutes ago | parent [-]

agy cli. It’s been rock solid.