jev-ultrafast

# Jev Ultrafast ⚡

> [!IMPORTANT]
> **The Browser Use Cloud waitlist is open.** Get early access to ultrafast browser agents in the cloud.
> **[Join the waitlist →](https://browser-use.com/ultrafast?utm_source=github&utm_medium=readme&utm_campaign=jev-ultrafast)**

**A browser agent with a dynamic, indexed action space.**

Give it one goal. [TypeSafe's Jev](https://docs.typesafe.ai/introduction) picks an operation and an element. A small LLM writes text only when the operation is `TYPE_TEXT`.

**Zürich → London on Google Flights in 7.1 seconds.** One natural-language goal, actual text generation, and loading waits included.

<a href="docs/demo.mp4"><img src="docs/demo.gif" alt="A real Google Flights search at 1× speed, with generated city names and dynamic operation/target decisions" width="100%" /></a>

[Watch the MP4](docs/demo.mp4) · [Measurements](docs/performance.md) · [Read the loop](jev_ultrafast/agent.py)

## The action space

Every observation produces a new element table:

```text
[1] button    Change ticket type · Round trip
[2] combobox  Where from?        · San Francisco
[3] combobox  Where to?          · empty
[4] textbox   Departure          · empty
...
```

The operations are `CLICK`, `TYPE_TEXT`, `SELECT`, `SCROLL_UP`, `SCROLL_DOWN`, `WAIT`, `DONE`, and `BLOCKED`. Only supported operations and targets are offered.

```text
                      one TypeSafe request
                     ┌───────────────────────────┐
page → element table → operation                 │
                     │ click_target              │
                     │ type_text_target          │
                     │ select_target, if present │
                     └─────────────┬─────────────┘
                         use the matching target
                                   │