DevFlow

shipped

AI-Powered Contextual Assistant for Codebases. Instantly understand complex code, navigate legacy systems, and accelerate onboarding with AI-driven explanations.

Python FastAPI React TypeScript RAG LLMs
GitHub Repository Live Demo

DevFlow is an AI-powered contextual assistant integrated directly into VS Code, designed to drastically reduce the time developers spend understanding codebases. It acts as an intelligent layer over your existing repositories, transforming raw code and internal knowledge into actionable insights.

The Problem

Developers spend an exorbitant amount of time gathering context, navigating legacy systems, and onboarding, often up to 8+ hours per week.

The Solution

A contextual assistant utilizing Retrieval-Augmented Generation (RAG) that conceptualizes internal documentation, simulated communication data, and code chunks to answer “why” questions rather than just “what.”

Architecture

  • Backend & AI Core: Python, FastAPI, Hugging Face Transformers, FAISS / ChromaDB, LangChain, Tree-sitter.
  • Frontend & Integration: VS Code Extension API, React, TypeScript, Tailwind CSS, vis.js.