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Lovable vibe coding to mobile

Turn Lovable vibe coding into a real mobile app

Lovable can get the product idea on screen fast. The risk comes after the demo: native shells, signing, store builds, and post-launch fixes. Capgo gives that AI-built app a mobile release system that survives real users.

1 Git repo
web app source from Lovable
iOS + Android
native targets with Capacitor
OTA channels
post-launch update path

Lovable project

Design and iterate the web app quickly with AI-assisted prompts and visual edits.

Export and wrap

Capacitor mobile shell

Export to GitHub, add Capacitor, and keep the web app as the product source.

Build and update

Capgo release loop

Build native binaries, publish store-safe web updates, and keep improving after launch.

The Problem

Vibe coding gets the idea built. Mobile still needs a release system.

The prototype stops at the browser

A Lovable project is still a web app. Users need an installable app with icons, permissions, offline behavior, deep links, and a native shell.

Native release work is not vibe-coded away

AI can generate screens quickly, but iOS signing, Android keystores, App Store Connect, native projects, and store uploads still need a correct pipeline.

Iteration slows down after the store build

The first binary is only the start. Every onboarding tweak, pricing copy change, or bug fix should not wait for another full app review.

Example stack

What actually happens after Lovable exports the app

Prototype the product in Lovable

Lovable is best at creating the web experience fast: flows, screens, copy, Supabase wiring, and product iteration before native work starts.

Turn the web app into a native shell

GitHub becomes the source of truth. Capacitor wraps the web output into native iOS and Android projects with app identity, icons, splash screens, and permissions.

Release once, keep iterating

Capgo builds the signed binaries, then live updates keep UI fixes, copy changes, onboarding tweaks, and assets moving after store approval.

Concrete example

The practical command path

A typical Lovable project becomes mobile when the generated web app is exported to GitHub, made static-build friendly, wrapped with Capacitor, then built and updated through Capgo.

# From the GitHub repo exported by Lovable
npm install @capacitor/core @capacitor/cli @capacitor/ios @capacitor/android
npx cap init "Your Lovable App" "com.company.app"
npx cap add ios
npx cap add android

# Build web output, sync native projects, and ship updates
npm run build
npx cap sync
npx @capgo/cli@latest init
npx @capgo/cli@latest bundle upload --channel production

# When you need a signed binary
npx @capgo/cli@latest build init --platform ios
npx @capgo/cli@latest build request --platform ios

Lovable AI prompt

Start the mobile release setup inside Lovable

Paste this into Lovable after your web app is working. It tells the agent to prepare Capacitor and Capgo with the MCP onboarding path instead of treating mobile as a one-off export.

Prompt for Lovable AI

I want this Lovable project to become a Capacitor mobile app using Capgo from the start.

Set up the project so an AI agent can use Capgo's public MCP onboarding and release tools:

1. Read and follow Capgo's MCP onboarding from:
   - https://capgo.app/.well-known/mcp/server-card.json
   - https://capgo.app/.well-known/agent-skills/capgo-cli-mcp/SKILL.md
2. Add a short docs/agent-mobile-release.md file that tells the agent to use the Capgo CLI MCP server as a local stdio server, not a remote HTTP endpoint.
3. Include the Capgo MCP setup commands from the onboarding:
   - bunx @capgo/cli@7.93.1 login
   - bunx @capgo/cli@7.93.1 mcp
4. Add Capacitor for iOS and Android using the package manager already used by this project.
5. Configure capacitor.config.ts with:
   - appName: the current Lovable app name
   - appId: a production-style bundle ID I can edit later, such as com.company.app
   - webDir: the production build output folder
   - plugins.CapacitorUpdater.defaultChannel: production
6. Install and configure @capgo/capacitor-updater.
7. Add package scripts for:
   - building the web app
   - syncing Capacitor
   - uploading a production Capgo bundle
   - starting Capgo Builder setup for iOS
   - requesting an iOS cloud build
8. Create a first production channel plan:
   - production for users
   - preview for stakeholder review
   - staging for internal testing
9. Keep normal docs and README commands copy-pasteable with npm/npx unless this project already uses another package manager. Keep the Capgo MCP commands exactly as shown in the onboarding.
10. Do not fake native signing credentials. Leave clear TODOs for the Capgo API key, Apple team details, and bundle ID.
11. After making changes, summarize exactly what changed and what command I should run next.

The Solution

The Capgo path from AI web app to mobile release

The buyer does not want a pretty demo. They want an app customers can install, update, and trust. Capgo supplies the release layer Lovable does not try to own.

Keep the generated app in Git

Export from Lovable to GitHub so the app has a real source of truth, reviewable changes, and a path into CI or Builder.

Make it mobile-ready

Configure static output, Capacitor webDir, app ID, icons, splash screen, permissions, and native projects.

Build it with Capgo

Use Capgo Builder to create signed iOS and Android builds without turning the project into a native tooling marathon.

Keep shipping with live updates

Use Capgo channels for production, staging, and preview changes so web fixes and assets move after the binary is installed.

Launch path

A practical launch path for AI-built apps

The goal is not another tutorial-only project. It is a mobile release loop you can keep using after launch.

1

Export the app

Connect Lovable to GitHub, clone the project, and make sure the production web build works locally.

2

Create the native shell

Add Capacitor, configure app identity, run the first sync, and validate core screens on real devices.

3

Build and sign

Use Capgo Builder for the signed binary and keep secrets out of random laptops and screenshots.

4

Launch and iterate

Publish the binary once, then use Capgo live updates for UI, copy, CSS, assets, and safe JavaScript changes.

User signal

The repeated customer point is simple: Lovable made the prototype possible, but Capgo made it feel like a product. The release loop is what keeps the app alive after the first store build.

Common Lovable-to-mobile feedback

Turn the prototype into an app users can install

Use Lovable for speed, Capacitor for the native shell, and Capgo for builds, live updates, and release control.