# APUS-AI-Lab/fast-browser-use

> A local browser automation engine powered by Qwen3.5 via MLX or PyTorch: it picks actions from visible DOM elements in a single forward pass instead of text generation. Runs fully offline with no cloud APIs.

- Magnitude: 4.2 out of 10 — Early signal
- Stars: 102 total · +11 stars today, ≈ 37 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-09-19 · Last push: 2026-09-21
- GitHub: https://github.com/APUS-AI-Lab/fast-browser-use · Page: https://gitnova.dev/en/r/APUS-AI-Lab/fast-browser-use

## Useful for

- Run local browser automation without sending data to the cloud
- Attach the engine as a skill to Claude Code or Cursor for page clicks
- Cut agent step latency by scoring action logits instead of generating text

## Why it’s here

- 11 stars so far today, about 37 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 3 days old and already has 102 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #182.
- About 8 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 11
- Issues and pull requests: 0
- Watchers: 1
- Average over the last week: 32 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 3

## Stars per day, last 10 days (oldest → newest, today is partial)

2026-09-13 … 2026-09-22: 0, 0, 0, 0, 0, 0, 9, 29, 53, 11

## Spotted in now

- Top new repositories this week: #182

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-22 09:34 UTC, updated every 30 minutes.