# Debugging

RLLoggingBoard is a tool focused on visualizing the reinforcement learning human feedback (RLHF) training process. It aids researchers and developers in intuitively understanding the training procedure through fine-grained metric monitoring, quickly identifying issues, and optimizing training outcomes. The tool supports various visualization modules, including reward curves, response rankings, and token-level metrics, aiming to augment existing training frameworks and enhance efficiency and effectiveness. It is compatible with any training framework that supports saving the required metrics, boasting high flexibility and scalability.

Potpie is a technology platform designed for developers, offering AI agents based on code repositories to aid in debugging, testing, system design, code review, and documentation generation tasks. This product leverages powerful knowledge graph technology to enable AI agents to deeply understand the context of code repositories, resulting in high-precision execution of engineering tasks. Potpie's main advantages include its high level of customization and ease of integration, significantly enhancing development efficiency and code quality. The product offers a free trial, and an open-source version is also available.

Zipy for Mobile is an AI-driven debugging tool for mobile applications designed specifically for Flutter and React Native developers. It helps them quickly locate and resolve issues within applications through features like session replay, error monitoring, and user behavior analysis. Background information indicates that Zipy integrates with platforms such as Firebase to provide developers a unified user experience platform, enhancing the quality and user experience of mobile applications. Zipy's pricing is positioned as a free trial, making it suitable for developers and teams looking to improve mobile app performance and user experience.

Helicone AI is an open-source platform designed for developers, focusing on logging, monitoring, and debugging. It offers millisecond-level latency impact, 100% log coverage, and industry-leading query response times, making it suitable for production-grade workloads. The platform achieves low latency and high reliability through Cloudflare Workers and supports risk-free experimentation, requiring no SDK installation—just add header information to access all functionalities.

ChainForge is an open-source, visual programming environment focused on prompt engineering. It allows you to assess the robustness of prompts and text-generating models, going beyond simple case studies. We believe that testing multiple large language models, comparing their responses, and testing hypotheses about them should be not only easy but also fun. ChainForge provides a suite of tools to evaluate and visualize the quality of prompts (and models) with minimal effort. In other words, it aims to make the evaluation of large language models simple. ChainForge supports out-of-the-box testing for the robustness of prompt injection attacks, testing the consistency of response formatting, sending a large number of parameterized prompts and exporting them to Excel files, validating the response quality of the same model with different settings, and measuring the impact of different system messages on ChatGPT outputs, and more.

Swizzle is a full-stack development platform that provides functionalities like databases, authentication, frontend, and backend, enabling rapid application development. It supports JavaScript, offering REST endpoints, scheduled tasks, WebSockets, and more. The frontend utilizes the React framework for real-time communication with the backend. MongoDB is used as the database, supporting dynamic schema modification and complex queries using English. Swizzle also offers AI-powered automated bug fixing and code debugging tools. User authentication supports multiple methods and seamlessly integrates without any setup required. File storage supports public and user-protected levels, allowing for file preview and upload within the dashboard. One-click deployment to both testing and production environments is available. Swizzle is a preferred choice for students, freelancers, and startups.

Athina AI is a tool for monitoring and debugging LLM (Large Language Model) models. It helps you discover and fix hallucinations and errors in LLM models in production environments, providing detailed analysis and improvement suggestions. Athina AI supports various LLM models and allows for the configuration of customized evaluations to meet different use cases. You can use Athina AI to detect erroneous outputs, analyze cost and accuracy, debug model outputs, explore conversational content, and compare the performance of different models.

ReAPI is a one-stop AI-powered API documentation, debugging, and testing platform. Its intuitive visual editor allows you to easily create detailed API documentation, while integration with ChatGPT automatically generates schemas, examples, and descriptions, improving document accuracy and efficiency. ReAPI also boasts an elegant debugger with powerful troubleshooting tools and supports efficient reuse of OpenAPI components. Additionally, ReAPI leverages ChatGPT to provide intelligent design, document enhancement, debugger assistance, and automatic test case generation. It also offers features like internal and external sharing, member invitations, permission management, and version control.

Autoblocks is a collaborative cloud workspace that empowers product teams to rapidly iterate on GenAI products with all the necessary tools. With Autoblocks, you can prototype and test your application pipelines, track user interactions and understand their impact on user experience, evaluate and visualize user outcomes, and seamlessly integrate with any codebase and tech stack.

Pagerly AI is a tool for rapid debugging and documentation. It can help you resolve issues more quickly and provide automated document generation capabilities. Pagerly AI can also integrate with various services such as PagerDuty, Jira, and OpsGenie to retrieve relevant incident and ticket information. It can also automatically generate stakeholder notifications and root cause analysis (RCA) reports. With Pagerly AI, you can collaborate and communicate more easily, freeing up more time to focus on handling incidents.

Debug-GPT is your indispensable debugging companion. Leveraging advanced artificial intelligence within Chrome DevTools, it reads and analyzes complex error logs, providing a user-friendly understanding of the root cause and actionable steps to quickly resolve issues.

Debuggr is a free AI assistant that can help you debug code in any language. It uses artificial intelligence to help you find errors in your code and provide solutions. Just copy and paste your code into Debuggr, and it will quickly analyze and give you debugging suggestions. Debuggr also offers other features such as code execution time calculation and syntax checking. Whether you're a beginner or an experienced developer, Debuggr is your ideal choice.

Metabob combines graph attention networks with generative AI to advance code review and improve software security. It offers static code analysis, debugging, refactoring capabilities, boosting developer productivity, and elevating code quality and reliability. Metabob also provides features like software security scanning and project measurement. For detailed pricing and positioning, please refer to the official website.

Zipy is a plug-in offering full visibility into error handling, helping developers understand all errors completely during pre-release testing. It provides features like error debugging, real-time user monitoring, user identification, advanced developer tools, stack traces, console logs, network logs, error noise reduction, advanced filtering and searching, Slack and email integrations. Zipy supports various frameworks and platforms, including ReactJS, Angular, VueJS, NextJS, jQuery, and Javascript. Zipy can help development teams increase the efficiency of error handling, boost the quality of applications, and enhance user experience.