LightOn

LightOn enables developers to perform semantic intent-based discovery across source code repositories. Users can locate complex implementation patterns by combining natural language queries with regex filtering, allowing for precise identification of specific functions, logic structures, or configuration blocks within large-scale enterprise codebases.

These capabilities are designed for software engineers, security auditors, and technical leads managing large-scale repositories. The functionality assists developers in navigating unfamiliar codebases, identifying technical debt, or ensuring compliance with coding standards by surfacing relevant logic through semantic and pattern-based retrieval.

Implementation requires access to the target source code repositories and the configuration of the indexing environment. Users must define the scope of the repository search and provide the necessary semantic query parameters alongside any specific regex patterns required to filter the retrieved code results.