Hi all, I built a small POC using TypeSafe’s Choice primitive for Waitless, a Selenium UI-stabilization library.

Moneyby Dhiraj2026-09-17

Hi all, I built a small POC using TypeSafe’s Choice primitive for Waitless, a Selenium UI-stabilization library. After a stabilization timeout, TypeSafe examines an allowlisted diagnostic snapshot and recommends the first investigation :network activity, DOM churn, animations, WebSockets, etc. In the 10 cases evaluation, the corrected deterministic baseline scored 90%, while TypeSafe scored 100% and correctly resolved the ambiguous mixed-signal case. Still early but promising as an optional post-timeout debugging advisor. Feedback welcome! https://github.com/godhiraj-code/waitless/tree/poc/typesafe-smart-doctor

Links

godhiraj-code/waitlessgithub.comAutomatic UI stabilization for Selenium using DOM, network, animation, and layout signals. - godhiraj-code/waitless

open source discussion

More in Money

We integrated Jev in our chat on public data for Bulgaria (elections, procurements, budgets, politicians etc).Umm, will gather better data when my OpenAI token budget resets tomorrow, had to tinker a bit.Hi everyone, I just wrote up a small experiment testing TypeSafe’s Jev as a trusted and cheaper monitor alternate for AI Control.