browser-use/jev-ultrafast

i. am. speed.

AI agentsPython

8.9 Breakout Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

About the project

A browser agent with a dynamic, indexed action space: given one natural-language goal it picks an operation (CLICK, TYPE_TEXT, SELECT, etc.) and an element, using a small LLM to generate text only for typing.

Useful for

Run the local inspector to automatically perform a flight search on Google Flights
Use the agent as a Python library to open a specific Wikipedia article from a text goal

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

1,787 stars so far today, about 2,425 expected by the end of the day.
The spike has held for 3 days in a row — not a one-off blip.
The repository is 2 days old and already has 4,942 stars.
Top new repositories this week: #1.
Top new repositories this month: #6.
Hacker News: “Jev Ultrafast: A browser agent with a dynamic, indexed action space” — 88 points, 1 day ago.
About 280 forks a day — people are taking the code.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 4,942
Stars in a day: 2,425
Forks: 305
Issues and pull requests: 30
Watchers: 7
Language: Python
License: MIT
Created: September 16, 2026
Last push: September 18, 2026

Star trust

Star growth looks organic. The magnitude is lowered, not zeroed:

Hardly anyone watches for updates: 7 watchers for 4,942 stars.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions

Jev Ultrafast: A browser agent with a dynamic, indexed action space88 points, September 17, 2026
The bitter lesson of browser agents12 points, September 15, 2026

Spotted in

September 18, 2026Top new repositories this week: #1; Top new repositories this month: #6; Top new repositories in the last 4 months: #100; Spotted on Hacker News
September 17, 2026Top new repositories this week: #1; Top new repositories this month: #34; Spotted on Hacker News

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/browser-use/jev-ultrafast.svg?lang=en)](https://gitnova.dev/en/r/browser-use/jev-ultrafast)

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