DevSight — AI Codebase Intelligence

DevSight is an AI-powered codebase intelligence tool that helps developers, managers, and non-technical users understand any GitHub repository in seconds — without reading a single line of code. Simply paste a GitHub URL. DevSight fetches the repository, selects the most important files, and runs 6 AI-powered analyses completely in parallel using Groq's ultra-fast Llama 3.1 8B Instant model: 1. What This Project Does — a plain-English explanation of the software's purpose and value 2. Tech Stack & Architecture — languages, frameworks, databases, and design patterns 3. Risk Areas & Security — real vulnerabilities, missing protections, and severity ratings 4. New Developer Guide — a Day 1 onboarding guide for anyone joining the project 5. How to Run It — exact copy-paste commands to clone, install, and launch 6. Code Quality Report — an A–F grade across testing, documentation, security, structure, and maintainability All 6 reports run simultaneously using asyncio parallel execution, delivering results in 3–6 seconds regardless of repository size. Once complete, users can copy the full report as Markdown or download a professionally designed PDF with a dark cover page, per-section colour coding, styled code blocks, and formatted bullet points — ready to share with a team or attach to a proposal. DevSight is built with FastAPI, Server-Sent Events for real-time streaming, and a fully responsive dark-theme UI designed to be usable by anyone — no technical background required.