Me Missy @Missy

Visualizing Technical Debt and Automating Legacy Code Modernization. The Problem: Technical debt is one of the most expensive hidden costs in modern enterprise software. Legacy codebases are often poorly documented, deeply entangled, and written in outdated language standards. When developers attempt to migrate or update these systems, they are forced to manually trace dependencies, risking system-wide breaks and wasting thousands of engineering hours. The Solution: NodeShift AI NodeShift AI is a visual, interactive modernization copilot designed to bridge the gap between legacy architecture and modern code standards. Instead of forcing developers to read thousands of lines of flat text, NodeShift AI parses entire repositories and generates an interactive, 3D-styled dependency graph. By clicking on any node (file or function), developers instantly access our AI-powered sidebar. Powered by IBM Watsonx and IBM Bob, the tool goes beyond simple code explanation—it acts as an automated compiler. With a single click, NodeShift AI translates messy, legacy scripts into clean, production-ready, strictly typed modern languages (like Python 3.11+, Rust, or Go), complete with updated error handling and docstrings. Key Features: Interactive Dependency Graph: Visually maps relationships between files, classes, and functions to easily identify architectural bottlenecks. Intelligent Code Explanation: Instantly breaks down complex or obfuscated legacy logic into readable summaries. One-Click Modernization: Dynamically rewrites outdated code into optimized, secure, and modern syntax using advanced LLMs. Risk & Hotspot Analysis: Identifies files with high technical debt or security vulnerabilities directly on the canvas.

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