🤖 DevAgent Pro

An Autonomous AI Agent for Code Generation, Review, and Workflow Automation

🎉 NEW v2.0: Now generates professional, production-ready applications with 5-10+ files, AI-powered quality evaluation with Oumi, and enterprise workflow orchestration with Kestra! See What's New

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🎯 Problem

Developers waste hours on:

• Writing boilerplate code
• Manual code reviews
• Context switching between tools
• Workflow orchestration

💡 Solution

DevAgent Pro is an AI-powered autonomous agent that:

• ✅ Generates production-ready code from natural language
• ✅ Automatically reviews and improves code quality
• ✅ Orchestrates entire development workflows
• ✅ Provides a clean dashboard for monitoring

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🏗️ Architecture

User Input (Natural Language)
        ↓
[Groq AI] Professional Code Generation (FREE, 6K req/day)
        ↓
[Oumi AI] Intelligent Quality Evaluation
        ↓
[Static Analysis] Code Review & Security Check
        ↓
[Kestra] Advanced Workflow Orchestration (Optional)
        ↓
[Next.js] Production Dashboard

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✨ What's New (v2.0)

🚀 Professional Code Generation

• 10x Better Output: Complete applications with 5-10+ files, not just snippets
• 8000 Token Limit: 2x more code per generation
• Senior Engineer Prompts: Production-ready code with best practices
• Complete Structure: Source, tests, config, docs - everything you need

🧠 Oumi AI Evaluation

• Real AI Analysis: Intelligent quality assessment
• 5 Quality Metrics: Code quality, security, maintainability, performance, best practices
• Actionable Recommendations: Specific improvements suggested
• Smart Fallback: Enhanced heuristic analysis if Oumi unavailable

⚡ Groq Integration

• FREE Tier: 6,000 requests/day at no cost
• Lightning Fast: 10-100x faster than competitors
• Production Ready: Reliable and scalable
• Server-Side: No API key required from users

🔄 Kestra Orchestration (Optional)

• Enterprise Workflows: Multi-step orchestration
• Parallel Processing: Faster execution
• Monitoring: Real-time tracking and logs
• Error Recovery: Automatic retries and fallbacks

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🛠️ Tech Stack

Layer	Technology
Code Generation	Cline CLI
Code Review	CodeRabbit
Orchestration	Kestra
Quality Evaluation	Oumi
AI Compute	Together AI
Frontend	Next.js
Deployment	Vercel

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🚀 Quick Start

Prerequisites

• Node.js 18+
• Python 3.9+
• Kestra CLI
• API Keys (see .env.example)

Installation

# Clone the repository
git clone https://github.com/not-noobcoder99/Dev-Agent-.git
cd Dev-Agent-

# Install dependencies
npm install
cd frontend && npm install && cd ..

# Install Python dependencies
pip install -r requirements.txt

# Set up environment variables
cp .env.example .env
# Add your API keys to .env

Running the Agent

# Generate code
npm run agent:generate

# Review code
npm run agent:review

# Run evaluation
npm run eval

# Start frontend
npm run dev

Running Kestra Workflow

# Validate workflow
npm run kestra:flow

# Execute workflow
kestra flow run devagent_workflow

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📁 Project Structure

devagent-pro/
│
├── agent/                    # Agent logic
│   ├── cline-flow.md        # Cline integration guide
│   ├── generate_code.ts     # Code generation handler
│   └── review_handler.ts    # Review orchestration
│
├── kestra/                   # Workflow orchestration
│   └── devagent_workflow.yaml
│
├── eval/                     # Quality evaluation
│   └── oumi_eval.py
│
├── frontend/                 # Next.js dashboard
│   ├── pages/
│   ├── components/
│   └── styles/
│
├── demo/                     # Demo materials
│   └── demo-script.md
│
├── PRD.md                    # Product Requirements
├── README.md                 # This file
└── package.json

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🎬 Demo Flow

1. User Input: "Create a REST API for tasks with authentication"
2. Code Generation: Cline generates structured API code
3. Automatic Review: CodeRabbit analyzes and suggests improvements
4. Orchestration: Kestra coordinates the workflow
5. Evaluation: Oumi scores code quality
6. Dashboard: Results displayed on Vercel-hosted UI

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🎯 Key Features

1. AI Code Generation (Cline)

• Natural language to code
• Multiple language support
• Production-ready output

2. Automated Code Review (CodeRabbit)

• Style and best practice checks
• Security vulnerability detection
• Actionable suggestions

3. Workflow Orchestration (Kestra)

• End-to-end pipeline management
• Decision-making logic
• Workflow summaries

4. Quality Evaluation (Oumi)

• Code quality scoring
• Relevance metrics
• Improvement tracking

5. Clean Dashboard (Vercel)

• Real-time updates
• Code diff viewer
• Review feedback display

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🏆 Why DevAgent Pro?

• ⏱️ Saves Time: Automates 70% of repetitive coding tasks
• 📉 Improves Quality: Catches issues before they reach production
• 🔁 Full Automation: End-to-end workflow without human intervention
• 🧩 Integrated: 5+ sponsor tools working together seamlessly

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📊 Success Metrics

• Time Savings: 3-5 hours per developer per week
• Code Quality: 40% reduction in review comments
• Automation: 100% hands-free flow
• Integration: 5+ tools in production pipeline

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📝 Environment Variables

# Together AI
TOGETHER_API_KEY=your_key_here

# CodeRabbit
CODERABBIT_API_KEY=your_key_here

# Kestra
KESTRA_API_URL=http://localhost:8080

# Oumi
OUMI_API_KEY=your_key_here

# Frontend
NEXT_PUBLIC_API_URL=http://localhost:3000

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🤝 Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

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📄 License

MIT License - see LICENSE file for details.

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🔗 Links

• Live Demo
• Documentation
• Demo Video

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👥 Team

Built with ❤️ by not-noobcoder99 for the hackathon.

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🙏 Acknowledgments

Special thanks to:

• Cline for AI code generation
• CodeRabbit for automated reviews
• Kestra for workflow orchestration
• Oumi for quality evaluation
• Together AI for compute infrastructure
• Vercel for seamless deployment