Social Media Autopilot Agent
The Creator's Paradox
As a Berkeley student building my personal brand around poker strategy, ADHD productivity, and career development, I discovered a fundamental paradox:
"You need social media to build your brand and make money, but managing it steals the time you need to create."
I was spending 20+ hours per week managing social media instead of creating content. I became a slave to algorithms, constantly:
- Checking engagement metrics
- Optimizing posting times
- Chasing brand deals
- Managing multiple platforms
The result? I was a passive consumer of social media instead of a creative producer.
The Solution: Multi-Agent AI System
We built Social Media Autopilot - an autonomous AI agent system that runs your entire social media presence while you focus on creating.
The 5-Agent Architecture
Our system uses 5 specialized AI agents working together like a coordinated team:
Agent 1: Audience Intelligence 🧠
- Analyzes 4,000+ followers across platforms
- Identifies engagement patterns and peak times
- Discovers audience segments (e.g., 42% poker players, 31% ADHD community)
- Maps content preferences and optimal posting schedules
Agent 2: Content Strategy 📝
- Creates personalized 7-day content calendars
- Optimizes for YOUR specific audience
- Balances content types across platforms
- Generates platform-specific strategies
Agent 3: EV Optimizer 🎰
- Calculates Expected Value scores for each post (poker-style analysis)
- Uses formula: $EV = \sum_{i=1}^{n} P_i \times V_i$ where:
- $P_i$ = probability of engagement outcome
- $V_i$ = value of that outcome
- Achieves 92.3 EV score for optimized content
- Maximizes ROI through data-driven decisions
Agent 4: Brand Outreach 💼
- Scans for partnership opportunities worth $1,200-2,400/month
- Generates personalized pitch emails
- Identifies high-match brands (e.g., GGPoker 95% match, Notion 88% match)
- Automates business development
Agent 5: Execution ⚡
- Actually posts to Instagram/LinkedIn using OAuth
- Schedules content at optimal times
- Handles cross-platform posting
- Provides real-time status updates
Technical Implementation
Architecture Overview
Built With
- amazon-web-services
- api
- bedrock
- clau
- css
- dynamodb
- fastapi
- git
- github
- graph
- html
- javascript
- jwt
- oauth
- python
- s3
- share

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