Skip to content
Muse Atlas
All examples

Browser-Based Website Development

An AI workflow that creates a website, opens it in a browser, inspects the result and makes corrections.

Illustrative workflow: Browser-Based Website Development

What does it do?

Builds a user interface, launches it in a browser, takes screenshots or visual checks, and iterates until the layout matches the intended result.

Why it’s useful

Closes the gap between generating code and verifying that the running product looks and behaves correctly.

Example in practice

Browser-Based Website Development screenshot
Browser-Based Website Development

Follow the work

  1. 1

    Receive task

    Establish what the page should do, who it serves and which constraints the implementation needs to respect.

  2. 2

    Generate code

    Create or update the files that define the interface and its behavior.

  3. 3

    Run application

    Start the application so the browser can inspect a running page.

  4. 4

    Inspect result

    Look at the rendered layout and try the relevant controls.

  5. 5

    Identify issues

    Compare the observed behavior with the request and identify specific discrepancies.

  6. 6

    Make corrections

    Change the relevant code to address those discrepancies.

  7. 7

    Validate output

    Reopen the result and repeat the relevant checks before handing it over for review.

Architecture and technologies

Model writes code → browser opens the result → visual inspection → corrections
Model writes code → browser opens the result → visual inspection → corrections
Works with
Muse Spark, Browser tools, Vision

Keep in mind

  • Visual checks depend on tooling quality
  • Does not replace product design judgment