🚀 DevResume AI

Context Recovery Engine for Developers

You didn’t lose your skill. You lost your context.

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📌 Theme

AI Super Productivity – Focus & Flow

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🧠 Problem Statement

Developers frequently switch between tasks, meetings, debugging sessions, and multiple repositories.
When returning to unfinished code, they often spend 20–40 minutes rebuilding mental context:

• What was I building?
• What is incomplete?
• What logic is missing?
• What should I do next?

This context-switching overhead significantly reduces productivity and development velocity.

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💡 Solution Overview

DevResume AI is an AI-powered context recovery system that analyzes source code and instantly reconstructs:

• The original development goal
• Current implementation state
• Incomplete logic
• Risks and improvements
• Prioritized next steps
• Momentum Score (completion percentage)

Instead of re-reading entire files, developers receive a structured recovery report in seconds.

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✨ Key Features

🧭 Goal Detection

Infers the developer’s original objective from code structure and patterns.

🧩 Incomplete Logic Identification

Detects:

• TODO comments
• pass statements
• Missing return statements
• Unhandled exceptions
• Partial implementations

📊 Momentum Score

Calculates:

• Completion percentage
• Effort required to continue (Low / Medium / High)

⚠️ Risk Radar

Highlights:

• Security gaps
• Missing validations
• Weak error handling
• Architectural inconsistencies

🎯 Next-Step Recommendations

Generates three prioritized, actionable tasks to resume development efficiently.

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🏗 Architecture Overview

User (Browser) ↓ Frontend (React / HTML / CSS / JS) ↓ FastAPI Backend ↓ LLM Processing Engine ↓ Structured JSON Context Report ↓ Frontend Visualization

Architecture diagram available at:

/docs/architecture.png

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🛠 Tech Stack

Frontend

• React
• Tailwind CSS
• Framer Motion

Backend

• FastAPI
• Python

AI Engine

• Large Language Model (LLM API)

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⚙️ Installation & Setup

1️⃣ Clone Repository

git clone https://github.com/your-username/resume-code-boost.git
cd resume-code-boost
2️⃣ Backend Setup
pip install -r requirements.txt
uvicorn main:app --reload

Backend runs at:

http://localhost:8000
3️⃣ Frontend Setup
npm install
npm run dev

Frontend runs at:

http://localhost:3000
📡 API Endpoint
POST /analyze

Request:

{
  "code": "your source code here",
  "level": "Beginner | Intermediate | Advanced"
}

Response:

{
  "goal": "...",
  "current_state": "...",
  "next_steps": ["...", "...", "..."],
  "momentum_score": 45,
  "effort": "Medium",
  "risks": ["...", "..."]
}
🌍 Use Cases

Returning to unfinished projects

Hackathon recovery

Large enterprise codebases

Developer onboarding

Code review assistance

Refactoring planning

🚀 Future Scope

VS Code Extension Integration

GitHub Repository Auto-Analysis

Commit History Context Tracking

Team Knowledge Memory System

AI Code Review Mode

Real-time Multi-language Error Detection

👨‍💻 Team

BWT_Techies

Full Stack & AI

Backend & DevOps

Frontend & UX

📈 Why It Matters

Context switching is one of the biggest hidden productivity killers in software development.

DevResume AI reduces:

Cognitive reload time

Re-analysis overhead

Development friction

And increases:

Focus continuity

Development speed

Code awareness

📄 License

MIT License

⭐ Tagline

Ship faster. Resume smarter.