Best debugging legacy code tools in 2025

Pulumi

Generate code for cloud infrastructure in multiple programming languages.

Diffblue

Automates Java unit test generation for enhanced software quality.

Firebender

AI coding assistant for Android developers to enhance productivity.

GitLoop

AI codebase assistant that streamlines development tasks.

Magit

User-friendly Git interface for Emacs that simplifies version control.

Mimrr

Automated AI agent for development and collaboration tasks.

Google Deep Learning Containers

Pre-packaged environments for efficient machine learning model deployment.

Paird.ai

Collaborative coding for teams in real-time across multiple languages.

Makedraft

Generate HTML and JavaScript code effortlessly for web projects.

SonarQube

Continuous code inspection for clean and secure software development.

AutoKT

Automated documentation generation for software development teams.

Version AI

Automated API version management for seamless updates and collaboration.

IntelliJ IDEA ChatGPT

AI-driven coding assistant for seamless code generation.

Levo AI

Automated API security management and vulnerability detection.

FindBugs

Static analysis tool for detecting bugs in Java code.

Debugcode

Automated error detection and resolution for coding.

GPT Driver

Automates mobile app testing with AI-driven test creation.

TestProject

Automated software testing for faster, quality-driven releases.

Koxy AI

Build serverless back-ends without coding knowledge.

Intel OpenVINO

Accelerates AI model deployment across platforms with reduced latency.

Accomplice

Automated error detection and fix application for developers.

Metaflow

Build and manage machine learning projects effortlessly.

Matt by webb.ai

Automated issue resolution for Kubernetes environments.

Free + from $2.00/per vcpu/m
open
Visual Studio Code

Lightweight code editor for efficient programming and debugging.

Terraform CLI

Automates and manages infrastructure across multiple cloud environments.