Backend

AI Engine & APIs

The backend consists of three core services that enable Cake AI’s intelligence and automation.

1️⃣ AI Code Analysis Engine

• Uses GPT-based models (Fine-tuned for code assistance).

• Supports context-aware AI suggestions.

• Analyzes syntax, logic, and errors in real-time.

2️⃣ AI Debugger & Refactoring Module

• Detects bugs, inefficiencies, and vulnerabilities.

• Recommends optimized fixes & code improvements.

• Works across multiple languages (Python, JS, C++, Rust, etc.).

3️⃣ API Gateway

• Manages requests between client-side editors and AI models.

• Provides secure authentication & AI model customization.

• Optimized for low-latency AI responses.

🛠️ Tech Stack:

• Node.js + Express.js (API Layer)

• Python (Flask/FastAPI) + TensorFlow/PyTorch (AI Processing)

• PostgreSQL + Redis (Data Storage & Caching)