# agent-labs-dev/fastbrowse

> A browser agent where a choice model (Jev) picks each action from controls actually present on the page, while an LLM plans and reads, and answers cite verbatim page quotes. Aimed at automating web tasks cheaply and safely without maintaining selectors.

- Magnitude: 3.7 out of 10 — Early signal
- Stars: 94 total · +0 stars today, ≈ 14 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-09-17 · Last push: 2026-09-22
- GitHub: https://github.com/agent-labs-dev/fastbrowse · Page: https://gitnova.dev/en/r/agent-labs-dev/fastbrowse

## Useful for

- Run a lookup task like fetching a PyPI version or GitHub license and get a cited answer.
- Automate a sign-in or checkout flow on a practice site with secrets scoped to one origin.
- Record an MP4 of a browser run with per-step captions for review before sharing.

## Why it’s here

- 0 stars so far today, about 14 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 5 days old and already has 94 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 9 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: 113
- Watchers: 0
- Average over the last week: 18 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0
- Latest release: v0.5.2 (2026-09-21)

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

2026-09-13 … 2026-09-22: 0, 0, 0, 0, 0, 1, 4, 51, 38, 0

## More in this category

1. **NandhaKishorM/laya** — 9.5 · Breakout · AI agents · Python · +953 stars today, ≈ 3,884 by evening
   Laya is a non-autoregressive decision engine that answers typed questions (choice, score, noul) over any state (text, email, ticket, JSON) in a single forward pass (~35 ms on GPU) with calibrated probabilities.
   Full card: https://gitnova.dev/en/r/NandhaKishorM/laya.md
2. **browser-use/jev-ultrafast** — 8.8 · Peaking · AI agents · Python · +419 stars today, ≈ 1,974 by evening
   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.
   Full card: https://gitnova.dev/en/r/browser-use/jev-ultrafast.md
3. **zai-org/ZCode** — 8.8 · Breakout · AI agents · TypeScript · +116 stars today, ≈ 897 by evening
   Z.ai's coding agent workbench: an Electron desktop app, browser UI and terminal Agent CLI. The repo contains the client, backend, shared UI and the agent CLI/runtime sources.
   Full card: https://gitnova.dev/en/r/zai-org/ZCode.md
4. **jev-chat/jev-chat-jarvis** — 8.2 · Breakout · AI agents · Kotlin · +624 stars today, ≈ 1,688 by evening
   Android app that reads the on-screen chat via AccessibilityService, judges the other side's intent with the Jev model, and shows 3 ranked reply drafts in a translucent overlay. Replies are filled into the input box but sent manually.
   Full card: https://gitnova.dev/en/r/jev-chat/jev-chat-jarvis.md
5. **BuilderIO/agent-native** — 7.3 · Breakout · AI agents · TypeScript · +109 stars today, ≈ 429 by evening
   An open-source TypeScript framework for building agentic apps where each capability is defined once as an action, used by the agent as a tool and called by the UI from code. Aimed at developers who need agents paired with a real UI for…
   Full card: https://gitnova.dev/en/r/BuilderIO/agent-native.md

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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.