Single Bougie Free

User Features & Tech Stack

Explore what's coming for SBF baddies on the left, and the AWS infrastructure powering it all on the right.

👑 For Every Baddie

Upcoming Features

Features designed to meet you exactly where you are in your healing journey — every stage, every mood, every breakthrough.

📅

Journey Start Tracking

Your SBF journey start date becomes the heartbeat of the platform. Every resource, mood check, and nudge is timed to exactly where you are.

🎓

Automatic Baddie Promotions

As your journey progresses, you automatically level up — New → Freshman → Sophomore → Junior → Senior Baddie. Each unlocks fresh resources.

💬

Smart Check-In Alerts

Gentle, personalized push notifications reach out if you go quiet — "Hey [Baddie Name], how are you feeling today? 👑"

📊

Mood Score Tracking

Regular mood surveys build a picture of your healing arc over time. Patterns that matter get caught early.

📚

Stage-Specific Resources

Legal guides, affirmations, career exploration, fitness content — surfaced when you're ready for them, not before.

🤝

Community Connection

At the Sophomore stage, access a community of baddies at similar points — real sisterhood without pressure toward romance.

🏆

Milestone Celebrations

Month 1 vs. now. A structured look back at progress, goal completion, and mood improvement — because progress deserves to be celebrated.

🧠

Pattern Recognition

Behind the scenes, the platform learns insights like "Baddies who engage with affirmations in week 1 show 40% better mood scores by month 3."

⚙️ AWS Infrastructure

Built on Cloud

Every service powering SBF — from static hosting to real-time mood pipelines and cost optimization dashboards.

Static Hosting

S3 + CloudFront + Route 53 for secure, fast, globally distributed site delivery with OAC and WAF protection.

Live

Wellness Survey

Lambda + API Gateway + DynamoDB. Serverless form processing with anonymous data collection and downstream Athena consumption.

Coming Soon

Mood Pipeline

Kinesis + Apache Flink + Lambda + SNS. Real-time streaming for mood trend detection and personalized push notifications.

Coming Soon

Data Analytics

Athena + DataBrew + EventBridge. Scheduled data cleaning and SQL queries for insights across the community.

Coming Soon

QuickSight Dashboards

Three role-based views — User (personal trends), Admin (community patterns), and FinOps (cost optimization).

Coming Soon

Auto-Designation Flow

EventBridge (monthly) → Lambda (recalculate) → DynamoDB (update) → SNS (send personalized congrats message).

Coming Soon

Resource Hub Ingestion

AWS Data Exchange → EventBridge → DataBrew → S3. Third-party data (BLS, HUD, government services) kept fresh.

Coming Soon

FinOps Dashboard

Cost Explorer API → Lambda → S3 → Athena. Cost by service, cost per active user, and idle resource detection with recommendations.

Coming Soon