Polyglot Debugging: Managing Multi-Language Codebases

You are tasked with exploring strategies and tools for debugging applications across multiple programming languages within a single codebase. Your goal is to identify methodologies and specific tools suited for multi-language environments, such as those involving Python, JavaScript, C++, and more. Outline strategies for organizing the codebase effectively, smooth transitioning between languages, and diagnosing integration issues. Include considerations for tool compatibility and provide a list of recommended debugging tools along with their use cases. Ensure your suggestions include both general best practices and specific examples tailored to common challenges in polyglot environments.