Live System Demo
See the AI pipeline in action with real examples of briefs, generated articles, and workflow automation.
🔄 Workflow Overview
Here's how a topic moves through the entire pipeline:
Topic Discovery
System finds "Android 15 privacy features" trending across multiple sources
Clustering & Analysis
Related topics clustered together, search gap identified
Brief Generation
Structured brief created with outline, keywords, and sources
Human Approval
Editor reviews GitHub Issue and adds "approved" label
Article Generation
AI expands brief into full 2,500-word comprehensive guide
Quality Control
Fact-checking, SEO optimization, and schema markup added
Publishing
Pull request created in main site repository for final review
📝 Sample Brief Output
Example of a generated brief posted as a GitHub Issue:
{
"slug": "android-15-privacy-guide-2025",
"pillar": "mobile-privacy",
"title": "Complete Android 15 Privacy Guide: New Features & Settings",
"primary_keyword": "android 15 privacy",
"secondary_keywords": [
"android privacy settings",
"google privacy controls",
"android 15 security features"
],
"search_intent": "howto",
"search_gap": "No comprehensive guide covering all Android 15 privacy features in one place",
"outline": [
{
"section": "Introduction",
"summary": "Overview of Android 15 privacy improvements and why they matter"
},
{
"section": "New Privacy Features",
"summary": "Detailed walkthrough of enhanced app permissions, data controls"
},
{
"section": "Step-by-Step Setup",
"summary": "How to configure optimal privacy settings for daily use"
},
{
"section": "Advanced Tips",
"summary": "Power user features and hidden privacy settings"
},
{
"section": "Troubleshooting",
"summary": "Common issues and solutions when enabling privacy features"
}
],
"sources_hint": [
"developer.android.com",
"support.google.com",
"android.googlesource.com"
],
"estimated_length": 2500,
"difficulty": "beginner",
"seo_score": 85,
"competition_level": "medium"
}
✍️ Generated Article Sample
Here's what the expanded article looks like (abbreviated for demo):
Complete Android 15 Privacy Guide: New Features & Settings
🔑 Key Takeaways
- Android 15 introduces enhanced app permission controls with granular settings
- New data minimization features reduce background app access to personal information
- Privacy Dashboard now shows real-time data usage by apps and services
- Setup takes 10-15 minutes and significantly improves your privacy posture
Introduction
Android 15 brings the most comprehensive privacy overhaul in the platform's history. With growing concerns about data collection and surveillance, Google has responded with features that put users back in control of their personal information.
This guide walks you through every new privacy feature, shows you how to configure optimal settings, and explains what each option actually does for your privacy. Whether you're a privacy newcomer or a security expert, you'll find actionable steps to protect your data.
New Privacy Features
Enhanced App Permissions
Android 15 replaces the basic "Allow/Deny" permission system with granular controls:
- Temporal Permissions: Apps can access location only during active use
- Data Type Restrictions: Limit camera access to specific resolution or recording length
- Background Activity Monitoring: See exactly when apps access sensitive data
Privacy Dashboard 2.0
The new Privacy Dashboard provides unprecedented visibility into data usage:
- Real-time notifications when apps access sensitive data
- Historical timeline showing all privacy-related activities
- Aggregated statistics on data sharing patterns
Step-by-Step Setup
Step 1: Access Privacy Settings
- Open Settings app on your Android 15 device
- Tap Privacy & Security
- Select Privacy Dashboard to see current data usage
Step 2: Configure App Permissions
- In Privacy settings, tap Permission Manager
- Review each permission category (Camera, Location, Microphone)
- For each app, choose from:
- Allow: Full access (use sparingly)
- Allow only while using app: Recommended for most apps
- Ask every time: Maximum control
- Don't allow: Complete blocking
⚠️ Pro Tip
Start with "Ask every time" for sensitive permissions like location and camera. You can always change to "Allow while using" for apps you trust after seeing their usage patterns.
Frequently Asked Questions
Will these settings break apps I use daily?
Most apps continue working normally with privacy-focused settings. Apps may ask for permissions more frequently initially, but this decreases as you establish trusted patterns.
How much battery life do these privacy features use?
Privacy monitoring uses less than 2% additional battery in typical usage. The Privacy Dashboard background service is highly optimized for minimal resource consumption.
Can I export my privacy data for analysis?
Yes, Android 15 includes a privacy data export feature under Settings > Privacy & Security > Data Export. You can generate reports in CSV or JSON format.
Sources: developer.android.com, support.google.com
🔍 Fact-Checking Results
Example of the automated fact-checking process:
📊 SEO Optimization Output
Automated SEO metadata and schema markup generation:
📈 Analytics Integration
How the system tracks performance and suggests improvements:
📊 Performance Metrics
🎯 Optimization Suggestions
⚙️ System Configuration
Live configuration showing how the system is customized for privacy content:
Try It Yourself
Ready to implement this system for your own content pipeline?