# Lightpanda's Jev logs into sites in 0.53s versus 7.83s for Claude Haiku

> Original title: for years, better tech has meant more bloat, slower and less responsive websites and apps, confusing and confused interfaces

- Source: TypeSafe AI
- Published: 2026-10-27T19:50:28.000Z
- Bad Influence: https://badinfluence.news/items/tmu0e0hqzm4p9o00peew7fbi6
- Original: https://x.com/typesafeai/status/2115169279155011747

## Summary

Lightpanda's agent, Jev, now handles logins by identifying the username field, password field and submit button on a page. In its benchmark, Jev completed a login in 0.53 seconds with 2 calls, while Claude Haiku 5.5 with browser tools took 7.83 seconds and 8 tool calls. TypeSafe AI posts that AI has added bloat and slowness to software, and says this approach reverses that trend.

## Post

for years, better tech has meant more bloat, slower and less responsive websites and apps, confusing and confused interfaces

weird how AI has continued that trend. real weird.

not anymore.

## Quoted post @lightpanda_io

> Things are getting serious @typesafeai
> 
> Jev now handles logins in Lightpanda's agent. It picks the username field, password field and submit button from the page.
> 
> > Jev: 0.53s, 2 calls
> > Claude Haiku 5.5 with browser tools: 7.83s, 8 tool calls
> 
> https://github.com/lightpanda-io/browser/tree/jev-fallback

https://x.com/lightpanda_io/status/2115166932357771702