w1 - Built for student work

w1 reads your project and edits files.It runs checks and explains the work in plain language.Build, debug, and learn from inside VS Code.

Available as a desktop app and a VS Code extension. Built for students, researchers, and builders.
w1 reads the project, edits files, and explains the run. Live product view
Ways to use

One workspace for every kind of student work.

Describe the task, attach your files, and watch w1 turn scattered work into one finished artifact. Pick a track to see how it runs.

You ask

Turn my messy research notes into slides, a written summary, and a spreadsheet of sources.

You attach
Thesis notes docx · 18 pages
Dataset xlsx · 1,284 rows
Seminar deck pptx · 12 slides
Hover the stack
Document pack

Weekly research pack

Student workspace · 3 outputs

Slides18
Sources42
Summary6p
Read notes Built charts Drafted slides
Deck outline 5 sections mapped from lecture notes
Spreadsheet Sources grouped by topic and credibility
- if (token == null) return null;
+ if (!token) throw new AuthError("expired");
  const session = await verify(token);
+ logger.info("auth.ok", { user: session.id });
✓ 18 passing 0 failing
  • Smith et al. 2021 peer-reviewed
  • arXiv:2403.0192 preprint
  • github.com/ref/impl repo
  • docs.web/standard web
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FAQ

How do I get started with w1?

Install the VS Code beta, open a project folder, and describe what you want built, fixed, or explained.

What kinds of student work can w1 help with?

Coding assignments, dashboards, research tools, prototypes, bug fixes, portfolio projects, and small internal tools.

Does w1 replace learning?

No. It is designed to keep the work visible: changes, checks, and explanations stay in front of you so you can understand what happened.

Does w1 need my own model API key?

No. The beta is hosted for you. You install the extension and work from VS Code.

Can w1 work outside coding later?

Yes. The first beta is for VS Code, but the product direction includes research, documents, architecture, dashboards, and other student workflows.

How much does w1 cost?

The beta is free while we test with early users. Pricing will be announced before the public launch.

Private beta

Three ways to run w1.

Desktop app, VS Code, or straight from the browser. Every version is hosted on our cloud, so there is nothing to configure and no model keys to set up.

w1 Desktop

A focused desktop app for Windows, macOS, and Linux. Open a project, describe the work, and watch every change as it runs.

Download desktop app Windows · macOS · Linux

w1 for VS Code

Bring w1 into the editor you already use. Install the extension and work from VS Code on any platform.

Download VS Code beta Install from VSIX
Coming soon

w1 on the web

Run w1 in the browser on our cloud — nothing to install. Finish the work, then share a live artifact with a single link.

Join the waitlist Browser · Shareable artifacts