"Cyber Techies team on IBM Bob 2.0 hackathon Hackathon"
Team Idea
What we are building:We are building an AI-powered "Semantic Guard" to solve the massive crisis of AI-induced code fragmentation and dependency rot during long-term application maintenance.Current AI assistants generate isolated code blocks without a continuous mental model of a project's architecture. This injects redundant libraries, deprecated APIs, and contextless logic that human maintainers struggle to patch. Our solution maps incoming code changes against vector embeddings of the entire historical codebase footprint. It automatically flags architectural inconsistencies, prevents redundant package inflation, and auto-generates context-rich "Maintenance Lineage" logs.
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Submission
Team Leader hasn't made a submission yet