---
title: "Browser Use Ships workflow-use to Run Automations a Million Times Without AI"
subtitle: "Browser Use launches workflow-use, an open-source tool that records browser actions once and replays them as deterministic, self-healing scripts — no LLM needed at run time."
url: "https://alphasignal.ai/news/browser-use-ships-workflow-use-to-run-automations-a-million-times-without-ai"
author: "AlphaSignal Newsroom"
author_url: "https://alphasignal.ai/editorial-team"
company: "Browser Use"
company_url: "https://alphasignal.ai/company/browser_use"
published: "2026-06-19T17:40:15.000Z"
updated: "2026-06-20T08:10:06.324Z"
type: "Repo"
topics:
  - "Agents"
  - "Development"
subtopics:
  - "Computer Use"
  - "Tool Use"
  - "Code Agents"
  - "Code Agents"
upvotes: 3251
source_url: "https://github.com/browser-use/workflow-use"
comments: 0
truncated: true
---

# Browser Use Ships workflow-use to Run Automations a Million Times Without AI

> Browser Use launches workflow-use, an open-source tool that records browser actions once and replays them as deterministic, self-healing scripts — no LLM needed at run time.

The team behind [Browser Use](https://github.com/browser-use/browser-use) , the Python library that lets LLMs control a browser via natural language , has shipped a companion open-source project called [workflow-use](https://github.com/browser-use/workflow-use). The pitch is simple: show the browser what to do once, and it will do it reliably, forever, without calling an LLM on every run.

## Where Browser Use fell short

Browser Use was built for one-off tasks. Ask it to book a flight or look up a product and it works well. But enterprises kept asking for something different: a single workflow with dynamic variables , say, filling out a form with a new customer record , that runs a million times without breaking.

Enterprises typically have one workflow with dynamic variables that they want to reliably run a million times without breaking. Pure LLM agents were slow, expensive, and unpredictable for these high-frequency tasks. That gap is exactly what workflow-use is designed to close.

## Record once, run forever

The core loop is straightforward:

1. You manually record your browser interactions using a Chrome extension bundled with the repo.
2. An LLM converts the recording into a deterministic, parameterized script stored as a `.workflow.json` file.
3. You replay that script as many times as you want , with different input variables each time , and no LLM is invoked at runtime.

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## Sources

- [GitHub - browser-use/workflow-use: Create and run workflows (RPA 2.0)](https://github.com/browser-use/workflow-use)
- [Show HN: Workflow Use – Deterministic, self-healing browser automation (RPA 2.0)](https://news.ycombinator.com/item?id=44007065)
- [browser-use/workflow-use on daily.dev](https://app.daily.dev/posts/browser-use-workflow-use-create-and-run-workflows-rpa-2-0--0ecuy0b3s)