CNTRL - F

**IT MIGHT TAKE SOME TIME FOR IT TO RESPOND SINCE IT'S ON A FREE TIER ON RENDER** Understanding an unfamiliar codebase is one of the biggest challenges developers face when joining an existing project. A repository may contain hundreds or thousands of files, complex dependencies, undocumented architecture, and unfamiliar patterns. Developers often spend hours searching through files just to answer simple questions: Where is this function? How does data flow through the application? What will be affected if I change this file? Where should I add my code? What CNTRL F Does CNTRL F is an AI-powered codebase navigator designed to make understanding unfamiliar repositories faster and more intuitive. Users simply provide a public GitHub repository URL, and CNTRL F analyzes the codebase to build an interactive visual map of its architecture and dependencies. Instead of relying solely on a traditional file tree or a generic AI chatbot, CNTRL F gives developers a visual way to explore how their software is connected. Users can navigate the codebase graph, select files or components, inspect their relationships, and drill down into relevant parts of the application. Core Features Codebase-Aware AI Assistant Answers questions using the repository's actual source code and structure. Developers can ask things like: "Where is authentication handled?" "Where is this function used?" "Where should I add this feature?" ...and get answers grounded in relevant files and dependencies. Impact Explorer Helps developers understand the potential consequences of modifying a file or component by tracing its dependencies and affected areas. Guided Onboarding Generates a step-by-step learning path through an unfamiliar project, highlighting important areas such as the entry point, authentication, APIs, and data layer. The primary target users are developers, students, open-source contributors, and engineering teams who need to quickly understand existing software. A user interacts with CNTRL F through a web interface: 1. Paste a GitHub URL 2. Analyze the repository 3. Explore its visual map 4. Ask questions directly within the context of the codebase What makes CNTRL F distinctive is its combination of visual code exploration, static dependency analysis, and AI-assisted understanding. Rather than asking AI to guess how a codebase works, CNTRL F uses actual code relationships as a foundation and lets AI explain those relationships in natural language. By turning an unfamiliar repository into a navigable map and an interactive learning experience, CNTRL F reduces the time developers spend searching and increases the time they can spend actually building.