Top debugging AI tools

Captum is an open-source, extensible library built on PyTorch for model interpretability. It supports various modalities and offers tools for understanding and analyzing PyTorch models.

• Free

Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.

• Freemium
• From 7$

Lunary is a comprehensive platform for AI developers to manage, monitor, and optimize LLM chatbots with advanced analytics, security features, and collaborative tools.

• Freemium
• From 20$

HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.

• Freemium

Pythagora is a VS Code/Cursor extension that leverages AI to streamline the development, debugging, and deployment of full-stack web applications. It simplifies front-end and back-end development, database setup, and deployment.

• Freemium
• From 49$

Spaice is an AI-powered platform for collaborative coding, project visualization, and interactive problem-solving. It allows users to share their screen with AI for analysis and assistance.

• Free

GoCodeo is an AI-powered coding agent that accelerates software development by automating code writing, testing, and deployment within your IDE.

• Freemium
• From 9$

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

AgentOps is a comprehensive developer platform that enables testing, debugging, and deployment of AI agents with support for 400+ LLMs, Crews, and AI agent frameworks.

• Freemium
• From 40$

Speed up code creation and management for your team with AI-powered Code Snippets AI. With features like automatic code generation, refactoring, debugging, and collaboration, your team can increase efficiency and productivity.

• Paid
• From 4$
• API

Honeycomb is a unified observability platform that allows you to store, query, and correlate all your telemetry data (logs, metrics, traces) to quickly resolve issues.

• Freemium
• From 130$

Codara is an AI-powered code review tool that streamlines development processes through real-time analysis and intelligent feedback, offering automated code reviews and diagnostics via a simple CLI interface.

• Free Trial
• From 4$

Devra is an AI software developer that automates coding tasks, including debugging, feature implementation, testing, and documentation, across various programming languages and platforms.

• Paid
• From 50$

Pezzo is an open-source platform that enables developers to build, test, monitor, and deploy AI features with integrated prompt management, observability, and collaboration tools.

• Other

Otto Engineer is an autonomous AI coding agent that writes, tests, and iterates code directly in the browser until it works correctly, using a secure Web Containers environment.

• Other

Phoenix accelerates AI development with powerful insights, allowing seamless evaluation, experimentation, and optimization of AI applications in real time.

• Freemium

CodeCompanion is an AI-native IDE that accelerates app development, bug fixing, and refactoring. It leverages AI to understand your entire codebase, providing a streamlined development experience.

• Free

Akita.ai is a developer-focused AI tool that provides context-aware code assistance, documentation generation, and intelligent code analysis capabilities.

• Contact for Pricing

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

GraphDev is a comprehensive toolkit designed for GraphQL development, offering debugging, testing, and collaboration features. It incorporates an AI assistant for enhanced schema management and productivity.

• Freemium
• From 14$

Small Hours offers automated root cause analysis to minimize downtime and maximize efficiency. It provides 24/7 monitoring and integrates seamlessly with existing configurations.

• Freemium
• From 199$

Langtail is a comprehensive testing platform that enables teams to test and debug LLM-powered applications with a spreadsheet-like interface, offering security features and integration with major LLM providers.

• Freemium
• From 99$

Lokal.so is a developer tool that enables sharing local endpoints through Public URLs or .local domains, featuring HTTP Inspection and AI-assisted debugging capabilities.

• Freemium
• From 50$

Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.

• Freemium
• From 59$

Jam is a browser extension that automates bug reporting by capturing all necessary technical details, including console logs, network requests, and repro steps.

• Freemium
• From 12$

Snapshot Reviews provides AI-powered insights to help engineering teams improve performance, reduce tech debt, and ship features faster. Transform raw data into actionable improvements with contextual analysis.

• Free Trial
• From 11$

Metabob utilizes Graph Neural Networks (GNNs) to debug and refactor large codebases, helping companies tackle technical debt. It analyzes code logic and context to identify and resolve issues efficiently.

• Freemium
• From 20$

Mito is an AI-powered Jupyter extension that combines spreadsheet functionality with Python coding, featuring an AI copilot and automated code generation to help data professionals work more efficiently.

• Freemium
• From 150$

HTTPie is a user-friendly API testing client available for both terminal and desktop environments, designed to simplify interaction with HTTP servers, RESTful APIs, and web services.

• Freemium

CodePal is a comprehensive AI-powered platform offering over 40 coding tools and helpers to assist developers with code generation, analysis, optimization, and documentation across multiple programming languages.

• Freemium
• From 9$

Agenta is an LLM engineering platform offering tools for prompt engineering, versioning, evaluation, and observability in a single, collaborative environment.

• Freemium
• From 49$

Unfold AI is a debugging assistant that provides real-time error and bug solutions, supporting over 20 programming languages with 99% accuracy.

• Freemium
• From 12$

Syntha AI is a comprehensive AI-powered tool designed to assist developers with code generation, explanation, conversion, documentation, and optimization.

• Freemium

Rerun is an open-source platform offering log handling and visualization tools for spatial and embodied AI, featuring fast multimodal data visualization and powerful query capabilities for robotics and AI applications.

• Freemium

Potpie is a development platform that creates context-aware AI agents specialized in debugging, testing, system design, and code review by leveraging your codebase's knowledge graph.

• Freemium
• From 20$

ZZZ Code AI is a comprehensive AI-powered coding platform that offers various programming tools including code generation, conversion, explanation, bug detection, and code review across multiple programming languages.

• Free

PydanticAI is a Python agent framework designed to simplify building production-grade applications using Generative AI, offering seamless integration with LLMs and Pydantic.

• Other

Antithesis is a platform for autonomous software testing that continuously searches for bugs in complex systems within a deterministic, simulated environment. It guarantees bug reproducibility and accelerates debugging.

• Usage Based

Ardor is an AI-powered software development lifecycle automation platform that enables developers to build and deploy AI agents through a visual interface, transforming prompts into production-ready solutions with automated backend management.

• Freemium

Swantide is an AI-powered assistant that helps organizations automate Salesforce administration, debug issues, and streamline implementation through intelligent automation and documentation.

• Contact for Pricing

Codefy.ai is a comprehensive AI-powered coding toolkit that offers 20+ specialized development tools including code writing, debugging, and optimization features, with its signature Flow Editor for enhanced coding efficiency.

• Freemium
• From 9$

Swapcode AI is a development suite that helps developers write, convert, and debug code with support for over 100 programming languages. It significantly boosts productivity through AI-powered assistance.

• Freemium
• From 5$

Decipher AI uses advanced vision LMs to analyze session replays, identifying customer issues, understanding feature usage, and providing actionable insights.

• Free Trial

Fixa Observe helps you monitor and improve your AI voice agents by tracking latency, interruptions, and correctness. Debug and enhance your voice agent's performance with comprehensive tools.

• Usage Based

Helicone is an all-in-one platform for monitoring, debugging, and improving production-ready LLM applications. It provides tools for logging, evaluating, experimenting, and deploying AI applications.

• Freemium
• From 20$

Eval is an AI codepilot that helps you write code and build software faster. It enhances coding skills, streamlines workflow, and elevates efficiency.

• Free

Relicx is an AI-powered testing platform that enables effortless creation of high-quality end-to-end tests without coding, featuring smart selectors, visual testing, and autonomous test case generation.

• Freemium
• From 99$

Reprompt is a developer-focused platform that enables efficient testing and optimization of AI prompts with real-time analysis and comparison capabilities.

• Usage Based

Mottle is a no-code platform that allows businesses to create and deploy custom AI chatbots trained on their specific business information, offering 24/7 customer support through their website.

• Paid
• From 20$