# Monitoring

fixa is a platform focused on testing and observability for AI voice agents, aimed at helping developers and businesses quickly identify and fix issues in their voice agents. Through features like automated testing, production monitoring, and error detection, it ensures the stability and reliability of voice agents. Funded by Y Combinator, the platform offers a simple and transparent pricing strategy suitable for businesses of various sizes.

RAG-logger is an open-source logging tool designed for Retrieval-Augmented Generation (RAG) applications. It is a lightweight open-source alternative tailored to the specific logging needs of RAG, focusing on providing comprehensive logging features such as query tracking, retrieval result logging, LLM interaction logging, and step-by-step performance monitoring. It utilizes a JSON-based log format, supports daily log organization, automatic file management, and metadata enrichment. With its open-source, lightweight, and RAG-focused features, RAG-logger offers developers an effective tool for monitoring and analyzing the performance of RAG applications.

LangWatch is a monitoring, evaluation, and optimization platform designed for large language models (LLM). It measures LLM quality using scientific methods, automatically discovers the best prompts and models, and provides an intuitive analytics dashboard, enabling AI teams to deliver high-quality products at ten times the speed. Key advantages of LangWatch include reduced manual optimization, enhanced development efficiency, assured product quality and security, and compliance with enterprise-level data control. The product leverages Stanford's DSPy framework, assisting users in finding suitable prompts or models within minutes instead of weeks, thereby accelerating the transition of products from proof-of-concept to production.

Arch is an open-source gateway specifically designed to handle prompts, leveraging fast Large Language Models (LLMs) for processing prompts and seamlessly integrating with backend systems. Built on Envoy, it supports any application language and offers quick deployment and transparent upgrades. It includes a variety of features such as traffic management, frontend/edge gateways, monitoring, and end-to-end tracing to help developers create fast, robust, and personalized GenAI applications.

Vocera is an AI voice agent testing and monitoring platform supported by Y Combinator. It allows users to test and evaluate the performance of AI voice agents by simulating various scenarios and utilizing real audio. The platform's main advantage lies in its ability to quickly initiate tests, thus reducing the time to bring AI agents into production while offering real-time monitoring and performance analysis to ensure a seamless user experience across various conversational scenarios. Vocera is designed for enterprises and developers who need to rapidly create and test AI voice agents, particularly in industries with high compliance requirements such as healthcare and law.

Editor Usage is a menu bar application designed for macOS that helps users monitor and manage their Cursor editor usage. The application can track usage for advanced, regular, and special requests while providing alerts when nearing usage limits. It allows users to quickly view the remaining request counts from the menu bar, ensuring they are always aware of their usage situation, thus avoiding disruptions due to exceeding limits. Key benefits of this application include detailed usage monitoring, customizable alert settings, and convenient access methods. It is ideal for users managing multiple projects or those wanting to monitor request usage in real-time.

Temperstack is an enterprise-grade proactive SRE platform designed to reduce repetitive SRE tasks and improve service reliability. It provides visibility for teams ranging from CTOs to SRE engineers by automating service cataloging, alert audits, and SLI reporting across your monitoring tools, enabling proactive problem discovery and collaboration. Temperstack integrates popular monitoring tools and offers a unified command interface for comprehensive SRE visibility and action.

StatusSight is a tool designed for real-time monitoring of system statuses, enabling businesses to stay informed about the operational state of their services. It provides an intuitive dashboard, allowing users to easily track various metrics and ensure high availability and performance of their systems. Suitable for enterprises of all sizes, it supports customizable configurations to meet diverse needs. This tool is typically subscription-based, with pricing depending on the required features.

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.

Evidently AI is an open-source Python library designed for monitoring machine learning models, and it supports the assessment of LLM-driven products ranging from RAGs to AI assistants. It offers monitoring for data drift, data quality, and production ML model performance, with over 20 million downloads and more than 5,000 stars on GitHub, making it a trusted monitoring tool in the machine learning domain.

Hamming is an end-to-end AI voice agent testing platform that supports the entire workflow from development to production. It automates the creation of voice roles to generate thousands of concurrent phone calls, identifying bugs in voice agents and significantly enhancing testing efficiency. In addition, Hamming offers prompt management, optimization, and a playground, enabling users to automatically generate optimized prompts and test LLM outputs on datasets. Hamming also features active monitoring capabilities that track and score AI application usage in production, flagging cases that need attention.

Langtrace is an open-source observability tool for collecting and analyzing traces and metrics to improve the performance of large language model (LLM) applications. It supports OpenTelemetry standard tracing, can be self-hosted to avoid vendor lock-in, and offers end-to-end observability. Langtrace enables users to gain comprehensive insights into the entire machine learning process, including RAG or fine-tuned models. Additionally, Langtrace supports the establishment of feedback loops by creating gold datasets from traced LLM interactions to continuously test and enhance AI applications.

GPT Auth is a secure GPT authentication and monitoring platform. It allows GPT developers to easily and quickly add user authentication systems to their GPT models, monitor real-time user queries, and protect their GPTs from unauthorized access. The platform provides a simple and easy-to-use no-code solution, making it easy for developers of all levels to set up robust security authentication.

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.

Ramen AI is a modern toolkit for building, testing, and deploying LLM-based content classification applications. It provides a comprehensive suite of AI tools that allow you to easily build, evaluate, deploy, and monitor content classification. Ramen AI supports flexible classification management and enables real-time testing for rapid and accurate results. It also offers multiple classification methods to choose the best approach for your needs. You can integrate classification applications into your code using Ramen AI's API, or even use Ramen AI's formulas in Google Sheets. Ramen AI also provides AI-generated test datasets, saving time and effort on manually creating validation datasets. It can monitor and report on the usage of your classification applications, helping you understand trends and changes. Ramen AI is applicable to a wide range of classification use cases across industries like healthcare, finance, retail, law, customer service, education, and research.

MLJAR offers excellent data science tools and learning materials to help users understand and utilize their data. Its features include automated machine learning, transforming notebooks into interactive web applications, generating Python charts using LLMs, building custom SaaS applications, and server and website monitoring. MLJAR's strengths lie in its XAI capabilities, fairness in machine learning, model interpretability, fairness metrics, and its ability to quickly detect anomalies and send timely notifications. In terms of pricing, MLJAR offers various pricing plans and compares algorithms such as decision trees, random forests, Xgboost, LightGBM, and CatBoost. It is positioned as a data science tool.

Llog is a collaborative monitoring platform for LLM applications, providing teams with insights into how their LLM applications perform in production. Team members can review logs, flag important issues, and assign tasks within a collaborative space. Enjoy unlimited seat support at any price tier, regardless of team size. Directly observe user interactions to fully understand user behavior and never wonder again what your LLM is truly saying. With our simple format, a few API requests are all it takes to see results on our platform immediately.

Vellum is a development platform for building LLM applications. It provides tools such as rapid engineering, semantic search, version control, testing, and monitoring, and is compatible with all major LLM providers. Vellum can help you bring LLM functionality to production environments, supporting the rapid development and deployment of LLM models while providing quality testing and performance monitoring features. For pricing and positioning, please refer to the official website.

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.

Senuto is a comprehensive SEO data analysis toolset designed for SEO professionals. It allows you to track keyword ranking changes, conduct competitor analysis, discover long-tail keyword opportunities, and generate SEO reports. The tool offers a free trial and reasonable pricing, positioning itself as an essential tool for SEO practitioners.

Humanloop is a collaborative platform for building and monitoring production-grade applications based on large language models. It offers a comprehensive suite of tools to help developers quickly transition AI from prototype to production, ensuring system reliability. Key features include: Prompt Engineering for iterative and versioned prompts to enhance hit rate; Model Management with support for various models and tracking capabilities; Content Evaluation for collecting feedback and quantitative analysis; and a Collaborative Platform that allows non-technical personnel to participate in AI application development. Typical application scenarios include constructing chatbots, automating customer support, and generating marketing content. Humanloop has been favored by thousands of developers and is used by numerous well-known enterprises.

Aporia is an ML model management observability platform that monitors your ML models through a comprehensive dashboard, ensuring optimal machine learning model performance. It offers features such as explainability, monitoring, root cause analysis, LLM observability, Gen AI, and Guardrails. The Aporia platform is feature-rich, supporting data integration, customization, big data support, security, and privacy.

Middleware is a cloud-native monitoring platform that provides complete application and infrastructure observability, enabling you to monitor and diagnose issues at scale. It offers features like infrastructure monitoring, log monitoring, application performance monitoring, database monitoring, synthetic monitoring, serverless monitoring, container monitoring, and real-time user monitoring. Using Middleware, you can easily identify, understand, and resolve issues within your cloud infrastructure.

AI-Proctor is an online examination monitoring system that, through the combination of plugins and desktop applications, enables communication between examinee browsers and proctors and allows for switching between full-screen mode. The system features intelligent monitoring, comprehensive functionality, and diverse usage scenarios.

Safe Kids AI for Email is a plugin that protects Gmail accounts from hate, bullying, and negative language. We use machine learning to flag potentially harmful emails. Additionally, when children write unkind emails, we pause them and encourage them to reflect on their choices so they can make better decisions. This plugin runs locally on the browser and does not compromise privacy.

Browse AI is a no-code tool that lets you train a robot to scrape any website's data in just 2 minutes. Use its simple point-and-click interface to set up web scraping automation tasks, download data as spreadsheets or sync with Google Sheets, schedule tasks and monitor data changes. You can also integrate with Zapier or use REST API and Webhooks to funnel data into any other software. Even convert any website into an API with Browse AI. Browse AI helps you save time and effort, boosting your work efficiency.

OpenCopilot is a tool that makes building your own AI partner intuitive, fast, and reliable. With no prior AI experience required, you can easily embed an AI partner into your product. Whether it's a development tool, SaaS, or an internal tool, every company and product can have its own AI partner. OpenCopilot offers monitoring, evaluation systems, easy-to-deploy out-of-the-box features, and utilizes open-source building blocks. Start your first AI partner today!

Wheezeless is an intelligent respiratory solution that utilizes advanced algorithms and sensors to monitor users' breathing patterns. It provides personalized breathing exercises and recommendations. The product features precise breath monitoring, customized training programs, real-time feedback, and comprehensive report analysis. Wheezeless is dedicated to helping users enhance their respiratory quality and minimize the risk of respiratory ailments. Pricing plans are tailored to different subscription models, catering to both individual and institutional users.

Devi monitors keywords in Facebook groups, LinkedIn, Twitter, and Reddit, and uses ChatGPT or Bard to communicate and close deals. Devi also uses AI to create and schedule content across all social media platforms. With Devi, you can save time on social media and dedicate more time to business growth. For pricing and features, please visit the official website.

Toyon is a real-time financial data analysis tool that provides real-time stock and currency market data and indicators, helping users track market trends and make informed investment decisions. The tool also offers real-time news and sentiment analysis, enabling users to understand market dynamics and the impact of events on stock prices. Toyon supports customizable tracking and monitoring, allowing users to set their desired stocks and currencies, receiving real-time data and analysis reports. Pricing varies based on user type and functionality. Toyon is a comprehensive financial data analysis tool suitable for both individual investors and professional traders.