🚨 Google AI Studio is no longer just for prototypes. You can now...
Shriom@aiwithshriom
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Sep 08, 2026
~2 min read
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🚨 Google AI Studio is no longer just for prototypes.
You can now build full-stack web apps with a server-side runtime, connect APIs, manage secrets, use Google Workspace data, and even build native Android apps.
The real trick?
Stop prompting it to “write code.”
Give it the job of a product engineer.
Here are 8 prompts 👇
You can now build full-stack web apps with a server-side runtime, connect APIs, manage secrets, use Google Workspace data, and even build native Android apps.
The real trick?
Stop prompting it to “write code.”
Give it the job of a product engineer.
Here are 8 prompts 👇
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1. TURN MY IDEA INTO A REAL APP
Build a production-ready MVP for:
[APP IDEA]
First understand the user problem.
Then create:
- UI
- Core user flow
- Backend
- Data model
- API layer
- Validation
- Error handling
Keep the architecture simple and scalable.
Do not add unnecessary features.
Build a production-ready MVP for:
[APP IDEA]
First understand the user problem.
Then create:
- UI
- Core user flow
- Backend
- Data model
- API layer
- Validation
- Error handling
Keep the architecture simple and scalable.
Do not add unnecessary features.
3
2. CONNECT MY GOOGLE SHEET
Connect this app to my Google Sheet:
[SHEET PURPOSE]
Users should be able to:
- Read data
- Add records
- Edit records
- Search records
- Filter records
Use secure authentication.
Keep API credentials and secrets out of the client-side code.
Connect this app to my Google Sheet:
[SHEET PURPOSE]
Users should be able to:
- Read data
- Add records
- Edit records
- Search records
- Filter records
Use secure authentication.
Keep API credentials and secrets out of the client-side code.
4
3. BUILD A REAL-TIME APP
Turn this app into a real-time experience:
[APP IDEA]
Multiple users should be able to interact simultaneously.
Implement:
- Shared state
- Real-time updates
- User presence
- Conflict handling
- Loading states
- Error recovery
Test the experience with multiple sessions.
Turn this app into a real-time experience:
[APP IDEA]
Multiple users should be able to interact simultaneously.
Implement:
- Shared state
- Real-time updates
- User presence
- Conflict handling
- Loading states
- Error recovery
Test the experience with multiple sessions.
5
4. ADD AN AI FEATURE
Add an AI-powered feature for:
[USE CASE]
Design the complete flow:
User input
→ Server-side processing
→ Gemini response
→ Structured result
→ User action
Keep API keys server-side.
Add validation, loading states and graceful error handling.
Add an AI-powered feature for:
[USE CASE]
Design the complete flow:
User input
→ Server-side processing
→ Gemini response
→ Structured result
→ User action
Keep API keys server-side.
Add validation, loading states and graceful error handling.
6
5. TURN IT INTO AN ANDROID APP
Build a native Android version of this app:
[APP IDEA]
Use:
- Kotlin
- Jetpack Compose
- Material 3
Include:
- Navigation
- Responsive layouts
- Form validation
- Loading states
- Error handling
- Local state management
Keep the architecture clean and easy to extend.
Build a native Android version of this app:
[APP IDEA]
Use:
- Kotlin
- Jetpack Compose
- Material 3
Include:
- Navigation
- Responsive layouts
- Form validation
- Loading states
- Error handling
- Local state management
Keep the architecture clean and easy to extend.
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6. ACT AS A SENIOR ENGINEER
Review the entire project as a senior software engineer.
Check:
- Architecture
- Security
- Performance
- API usage
- Error handling
- Code duplication
- Scalability
- Mobile experience
Rank findings:
CRITICAL — fix now
IMPORTANT — fix soon
OPTIONAL — improve later
Only recommend changes with meaningful impact.
Review the entire project as a senior software engineer.
Check:
- Architecture
- Security
- Performance
- API usage
- Error handling
- Code duplication
- Scalability
- Mobile experience
Rank findings:
CRITICAL — fix now
IMPORTANT — fix soon
OPTIONAL — improve later
Only recommend changes with meaningful impact.
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7. TEST THE APP BEFORE LAUNCH
Act as a QA engineer.
Test every important user flow.
Check:
- Happy paths
- Edge cases
- Invalid inputs
- API failures
- Empty states
- Authentication
- Mobile layouts
- Permission issues
Create a prioritized bug report.
Then fix the critical issues and retest them.
Act as a QA engineer.
Test every important user flow.
Check:
- Happy paths
- Edge cases
- Invalid inputs
- API failures
- Empty states
- Authentication
- Mobile layouts
- Permission issues
Create a prioritized bug report.
Then fix the critical issues and retest them.
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8. PREPARE FOR PRODUCTION
Prepare this app for production.
Review:
- Security
- Secrets
- Authentication
- Database
- API failures
- Performance
- Accessibility
- Error handling
- Deployment configuration
Create a launch checklist.
Mark each item:
READY
FIX BEFORE LAUNCH
NEEDS REVIEW
Do not claim something is ready without checking it.
Prepare this app for production.
Review:
- Security
- Secrets
- Authentication
- Database
- API failures
- Performance
- Accessibility
- Error handling
- Deployment configuration
Create a launch checklist.
Mark each item:
READY
FIX BEFORE LAUNCH
NEEDS REVIEW
Do not claim something is ready without checking it.