AI Debugging Tools - Directory w/ AI Reviews

Tracking down the source of a bug in a complex codebase is time-consuming work — AI tools are increasingly able to point directly to the problem. Cursor and Windsurf apply LLMs to analyze error messages and suggest targeted fixes in context. New Relic AI surfaces anomalies and root causes across distributed systems, while GitHub Copilot and Devin can autonomously diagnose and patch issues in isolated codebases.

New Relic AI 1 4.7 New New Relic AI Freemium Free Plan API Enterprise 2 reviews New Relic's AI assistant helps developers debug application issues by allowing them to describe problems in natural language and receive relevant telemetry data, error traces, and suggested root causes. Its distributed tracing and error analytics capabilities provide deep visibility into application Cursor 2 4.5 New Cursor Freemium Free Plan Enterprise 3 reviews Cursor helps developers find and fix bugs through its AI chat and inline editing capabilities. Developers can highlight problematic code and ask the AI to identify issues, explain unexpected behavior, and generate fixes, all with full context of the project's codebase and dependencies. Amazon Q Developer 3 4.3 New Amazon Q Developer Freemium Free Plan Enterprise 3 reviews Amazon Q Developer helps identify and fix bugs through its chat interface and security scanning features. It can analyze error messages, suggest fixes for common issues, identify security vulnerabilities, and recommend remediations based on AWS security best practices and general programming pattern Devin 4 4.3 New Devin Paid Enterprise 3 reviews Devin excels at autonomous debugging, using its integrated development environment to reproduce issues, analyze stack traces, browse documentation, test hypotheses, and implement fixes. It can handle complex multi-step debugging workflows that require understanding codebases and tracing issues acros Windsurf 5 4.3 New Windsurf Freemium Free Plan Enterprise 2 reviews Windsurf's Cascade system helps developers debug code by analyzing errors, understanding codebase context, and suggesting fixes. Its agentic capabilities allow it to trace issues across files, run diagnostic commands, and implement multi-step debugging workflows autonomously. GitHub Copilot 6 4.2 New GitHub Copilot Freemium Free Plan Enterprise 3 reviews Through its chat interface, GitHub Copilot helps developers identify and fix bugs by analyzing code for potential issues, explaining error messages, and suggesting corrections. It can review problematic code sections and propose fixes while explaining the underlying cause of the bug. Sourcegraph Cody 7 4.2 New Sourcegraph Cody Freemium Free Plan API Open Source Enterprise 2 reviews Cody helps developers debug issues by analyzing error messages, searching the codebase for related code paths, and explaining complex logic. Its full-repository context awareness enables it to trace issues across multiple files and services, providing more comprehensive debugging assistance than AI Replit 8 4.0 New Replit Freemium Free Plan Enterprise 2 reviews Replit's AI assistant helps identify and fix bugs within its cloud IDE. Developers can highlight errors, ask for explanations of unexpected behavior, and receive AI-powered fix suggestions, all within the browser-based development environment with access to the full project context.