Best debugging enhancement tools in 2025

Collaborative coding environment with AI-driven support.

Instantly understand any codebase with ease.

Automates code migrations and dependency management for developers.

AI assistant for enhancing code quality and development experience.

Smart coding assistant for generating and testing code easily.

AI-driven code review for enhancing security during development.

Automates Java unit test generation for enhanced software quality.

AI-driven software security for faster vulnerability detection and fixes.