DevPulse AI - Developer Status Agent

An AI-powered client support system where each developer has their own AI proxy that can answer questions about their work, projects, and technical status based on their knowledge base.

🎯 Overview

DevPulse allows clients to interact with AI agents representing individual developers. Each agent can:

• Answer questions about project status
• Provide technical context and decisions
• Share updates on active work
• Clearly indicate when information is not available

✨ Features

• 🤖 Individual Developer Agents - Each developer has their own AI proxy
• 📚 Knowledge Base Driven - Agents respond based on curated markdown knowledge bases
• 💬 Natural Conversations - First-person responses as if speaking to the developer
• 🎯 Honest Responses - Clear “I don’t know” when information is unavailable
• 🔄 Easy Updates - Simple markdown files for updating developer information

🏗️ Architecture

┌─────────────┐  
│   Client    │  
└──────┬──────┘  
       │  
       ▼  
┌─────────────────────┐  
│  Frontend (React)   │  
│  - Agent Selection  │  
│  - Chat Interface   │  
└──────┬──────────────┘  
       │  
       ▼  
┌─────────────────────┐  
│  Backend API        │  
│  - FastAPI/Express  │  
│  - RAG System       │  
└──────┬──────────────┘  
       │  
       ▼  
┌─────────────────────┐  
│  Claude API         │  
│  (Sonnet 4.5)       │  
└─────────────────────┘  
`  
  
  
  
## 📝 Creating Knowledge Bases  
  
Each developer has a markdown file in `backend/knowledge_bases/`:  
  
```markdown  
  
# Alex Chen - Backend Engineer  
  
## About  
- Role: Senior Backend Engineer  
- Expertise: Node.js, PostgreSQL, AWS  
- Current focus: Payment systems  
  
## Active Projects  
  
### Payment Gateway Integration  
- Status: In Progress (60% complete)  
- Last update: Dec 10, 2025  
- Details: Integrated Stripe API, working on webhook handlers  
- Challenges: Handling edge cases for failed payments  
  
## Technical Decisions  
- Chose PostgreSQL over MongoDB for transactional integrity  
- Reason: Better consistency guarantees for payment data  

🔧 Configuration

Webhook Integration (ElevenLabs/n8n)

The system supports webhook integration for real-time updates:

Endpoint: https://kernel-ctrl.app.n8n.cloud/webhook-test/DevPulse

Request Format:

{  
  "query": "What's the status on the payment integration?",  
  "developer": "alex",  
  "timestamp": "2025-12-11T10:30:00Z"  
}  

📞 Support

For questions or issues, please open a GitHub issue or contact the development team.

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