Files
Oleg Isonen b2a34f1713 feat: Fast MCP iterative previews (#5947)
## Summary

This PR documents a measured architecture plan for making the MCP
edit-to-screenshot loop fast enough and reliable enough for iterative
site authoring. It intentionally changes no runtime behavior yet.

The current implementation rebuilds a production preview after small
committed mutations. Testing an editable local clone of the production
Webstudio homepage also exposed a correctness gap: a path screenshot
called directly after a mutation can return a stale, byte-identical
image.

## Measured baseline

Repository fixture:

- committed text edit: **24-25 ms**
- post-edit regeneration, production build, and server restart: **7.9
s**
- first screenshot after restart and browser relaunch: **9.1 s**
- combined first post-edit screenshot: **17.1 s**
- unchanged warm screenshot: **1.1 s**

Production homepage, read-only:

- remote refresh: **3.1 s**
- complete production preview preparation/start: **16.0 s**
- cold homepage screenshot: **10.2 s**
- unchanged warm screenshot: **1.36 s**
- predicted post-edit screenshot from measured phases: **approximately
26.2 s**

Editable local production-homepage clone:

- retained **43 routes** and **266 homepage text nodes**
- committed heading mutation: **0.81-0.87 s**
- explicit post-edit preview generation/build/start: **11.6-12.6 s**
- first screenshot after explicit preview start: **9.8-11.8 s**
- complete mutation-to-visible-screenshot cycle: **22.9-25.2 s**
- complete edit, verify, screenshot, restore, and stop run: **52.7 s**

The changed screenshot visibly rendered the test heading, and the
restored screenshot matched the original byte for byte.

## Correctness finding

Calling a path screenshot directly after the committed mutation took
**20.1 s**, but both post-edit captures were byte-identical to the
baseline and rendered the old heading. Explicitly calling
`preview.start({ source: "session" })` made the edit visible.

The reported generated-build version also remained at 1 while the
project session advanced through versions 4 and 5. Current screenshot
output therefore cannot prove that it rendered the mutation it is meant
to verify.

## Proposed direction

- [ ] Introduce explicit iterative and production preview modes under
one controller contract.
- [ ] Keep a Vite development preview and browser alive for MCP
authoring screenshots.
- [ ] Preserve production preview for rendered audits and final
verification.
- [ ] Regenerate from the authoritative project session, wait for Vite
compilation, then normally reload the retained browser page.
- [ ] Make a direct post-mutation path screenshot refresh the latest
committed session without using HMR.
- [ ] Add a project-version freshness handshake so stale screenshots
fail.
- [ ] Serialize and coalesce regeneration after rapid mutations.
- [ ] Return preview mode, rendered project version, and complete phase
timings.
- [ ] Add lifecycle, integration, and local agent evaluation coverage.

## Performance target

Warm edit-to-screenshot latency should be at most **3 seconds p95**
across ten sequential small edits, without invoking `npm run build`,
`npm run start`, or launching another browser.

## Verification

- [x] Measured the source CLI against the authenticated repository
fixture.
- [x] Measured the production homepage without changing production.
- [x] Synchronized the production bundle into a disposable local Builder
project.
- [x] Committed and visually verified a real heading edit through local
MCP.
- [x] Restored the original heading and verified the restored screenshot
byte for byte.
- [x] Reproduced the stale direct-screenshot behavior.
- [x] Formatted the plan with `oxfmt`.
- [x] Verified the documentation diff with `git diff --check`.

The complete architecture, race handling, test matrix, acceptance
criteria, and non-goals are in
`apps/builder/docs/mcp-iterative-preview-plan.md`.
2026-07-24 01:05:10 +02:00
..
2023-09-01 13:50:24 +02:00
2026-02-05 10:25:17 +01:00
2026-07-12 11:27:58 +02:00

Webstudio CLI

The Webstudio CLI helps you to link, sync and build projects from Webstudio Cloud. This README will guide you through the process of setting up a Webstudio project on your local machine and continually sync it with the cloud.

Prerequisites: Installing Node.js

You need Node.js to use the Webstudio CLI. If Node.js is already installed in your system, you can skip ahead to the section on installing the Webstudio CLI.

To install Node.js using NVM, first install NVM by running:

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.5/install.sh | bash

Once NVM is installed, you can install Node.js version 22 by running:

nvm install 22

Verify your Node.js installation by checking its version:

node --version

Installing the Webstudio CLI

To get started with the Webstudio CLI:

  1. Download and install the CLI using the following command:

    npm install -g webstudio@latest
    
  2. Confirm the installation by checking the CLI version:

    webstudio --version
    
  3. To keep your CLI updated, use the same command used for installation whenever a new release is available.

Initiating a Webstudio Project

Now, you can run a Webstudio project on your local machine using this command:

webstudio

This will initiate the flow to connect your Webstudio Cloud project and build it in your local computer. The default flow will guide you through the steps. You can also perform all the operations individually using independent commands.

Commands

Here is the list of independent commands:

  • version
  • help
  • link
  • sync
  • build

The link command syncs your local Webstudio project with the project from the cloud. This means that any changes made in the cloud can be synced to the local project, once they are published.

You can link a project from Webstudio Cloud with the following command:

webstudio link

This command will prompt you to paste a link which you can create using the Share option in your project.

Make sure to provide Build access when generating the link in Webstudio Cloud.

sync

Once the project is linked, use the sync command to sync it with the cloud:

webstudio sync

Make sure to publish the project in Webstudio Cloud before running the sync command in your local Webstudio project.

build

Now, you can build your project with the build command:

webstudio build

During this phase, the CLI establishes the necessary routes and pages, scaffolding the entire application using the default Remix template. Additionally, all assets, such as images and fonts are downloaded to the assets folder inside the public directory.

Once the project is scaffolded, you can run npm install and then npm run dev to run your app in development mode.

If you want to build a production version of the app, you can run npm run build.

Deployment

Vercel

Once you've built the project locally, you can use the Vercel CLI to deploy your project directly to Vercel:

vercel deploy

Follow the instructions here to install the vercel CLI. We plan to add more deployment targets in future.

Netlify

If you want to deploy to netlify, you can use Netlify CLI to deploy your project directly to Netlify:

netlify deploy

You can configure the project to support netlify serverless/edge-functions respectively, as deployment target at the time of initially setting up your project. Please check the initiating-a-webstudio-project section.

You can manually change it using the build command. For serverless functions:

webstudio build --template netlify

Important Notes

If you use vercel build before vercel deploy, make sure to clean your app folder in the project afterward.

Vercel injects a few files to support and deploy Remix using their CLI, but these files are not necessary for your project when you use it locally.