Explicitly declaring and managing application dependencies is crucial for maintaining compatibility and security. Joe emphasizes the risks of relying on implicit dependencies, which can lead to runtime errors and security vulnerabilities. Properly utilizing dependency management tools across various programming languages ensures a smoother development experience and a more secure production environment.