Automated workflow

Compozy is an enterprise-grade platform that uses declarative YAML to provide scalable, reliable and cost-effective distributed workflows, simplifying complex fan-out, debugging and monitoring for production-ready automation.

OpenAI Agents SDK is a framework for building multi-agent workflows. It allows developers to create complex automated processes by configuring instructions, tools, security mechanisms, and handoffs between agents. The framework supports integration with any model that conforms to the OpenAI Chat Completions API format and is highly flexible and scalable. It is mainly used in programming scenarios to help developers quickly build and optimize agent-driven applications.

OmniParser V2 is an advanced artificial intelligence model developed by Microsoft's research team, designed to transform large language models (LLM) into intelligent agents capable of understanding and operating graphical user interfaces (GUIs). This technology enables LLM to more accurately identify interactable icons and perform predetermined actions on the screen by converting interface screenshots from pixel space into interpretable structural elements. OmniParser V2 has made significant improvements in detecting small icons and fast inference, achieving an average accuracy of 39.6% on the ScreenSpot Pro benchmark when combined with GPT-4o, far exceeding the original model's 0.8%. In addition, OmniParser V2 also provides the OmniTool tool, which supports use with a variety of LLMs, further promoting the development of GUI automation.

Movestax is a cloud platform for modern developers designed to simplify development and deployment through integrated solutions. It supports rapid deployment of front-end and back-end applications, and provides serverless databases, automated workflows and other functions. The platform uses zero-configuration deployment and supports a variety of mainstream frameworks and languages ​​to help developers quickly build, expand and manage applications. Its main advantages include efficiency, ease of use and cost-effectiveness. Movestax is suitable for developers, start-ups and SMEs who need rapid development and deployment. The price structure is transparent and provides local currency pricing to reduce cost uncertainty caused by exchange rate fluctuations.

Stagehand is an innovative AI-driven web automation framework that extends the capabilities of Playwright through natural language processing technology, allowing developers to automate browser operations in a more intuitive way. The importance of this technology is that it lowers the threshold for automated scripting, allowing non-technical users to easily implement complex web page interaction tasks. Stagehand's main advantage is its powerful natural language understanding capabilities, which translate simple instructions into precise browser actions. It was developed by the Browserbase team with the goal of providing developers with more efficient and smarter automation tools. Currently, Stagehand is free to use and is primarily intended for developers and automated testers.

AutoMouser is a Chrome extension that uses OpenAI's GPT model to intelligently track user interactions and automatically generate Selenium test code. This simplifies the process of creating automated tests by recording browser actions and converting them into robust, maintainable Python Selenium scripts. Product background information shows that AutoMouser automates browser testing by capturing mouse movements, clicks, drags, and hovers, thereby improving work efficiency and building repeatable tests.

GraphAgent is an automated agent pipeline designed to handle explicit graph dependencies and implicit graph-enhanced semantic interdependencies to accommodate prediction tasks (e.g. node classification) and generation tasks (e.g. text generation) in real-world data scenarios. It consists of three key components: a graph generation agent that builds knowledge graphs to reflect complex semantic dependencies; a planning agent that interprets different user queries and formulates corresponding tasks; and an execution agent that efficiently executes planned tasks and automates tool matching and invocation. GraphAgent reveals complex relational information and data semantic dependencies by integrating language models and graph language models.

Midscene.js is a tool that uses AI technology to simplify UI automation. It intuitively understands the user interface and performs necessary operations through a multimodal large language model (LLM). Users only need to describe the interaction steps or desired data format, and AI can complete the task. The importance of this technology is that it greatly reduces the difficulty of UI automation maintenance, reduces the workload of script modifications caused by interface reconstruction, and at the same time improves the efficiency and accuracy of automated testing. Midscene.js supports a variety of integration methods, such as browser plug-ins, Puppeteer and Playwright, and provides visual reporting and debugging tools. As an open source project, Midscene.js adopts the MIT license to ensure data security and privacy.

Browser Use is a platform dedicated to making websites accessible to AI agents, by extracting all interactive elements so that AI agents can focus on their core tasks. The product combines advanced AI capabilities and powerful browser automation technology, supports multi-tab management, element tracking, custom actions, etc., and is compatible with all LangChain LLMs, including GPT-4, Claude 3 and Llama 2. Browser Use has become a leader in the field of AI network automation with its high-precision web proxy performance and ease of use.

A lightweight task engine built on principles such as parallel execution. Suitable for developers and AI engineers building complex workflows and AI agents. free.

Trigger.dev is an open source background working platform that allows developers to write regular asynchronous code, while the platform is responsible for all work from deployment to elastic expansion. It supports no timeouts, real-time monitoring and zero infrastructure management. Ideal for developers who need to handle long-running tasks, the platform provides a solution that requires no servers to manage and can automatically scale as needed.

Steel is an open source headless browser API that allows users to control browser fleets in the cloud. It allows developers to use simple API calls to create instant browser sessions, with features such as automatic CAPTCHA resolution, proxy and browser fingerprinting to avoid being labeled as a robot. Steel is suitable for large-scale web scraping tasks and fully automated web proxies, making it simple to run browser automation tasks in the cloud. Product background information shows that Steel has provided more than 8 billion token crawls and more than 200,000 hours of browser service, with an average session startup time of less than 1 second. In terms of price, Steel offers free packages and a variety of paid packages to meet the needs of users of different sizes.

Nfig is an API designed for AI agents, allowing them to browse, click and perform tasks on the web using natural language instructions. It enhances AI workflows and unleashes powerful agent capabilities by providing easy-to-integrate APIs. Nfig supports complex operations such as automated login and virtualized DOM, allowing AI agents to perform tasks that were previously out of reach. The product background highlights its developer-friendly design, security and self-healing capabilities, and commitment to data privacy. Nfig's pricing strategy is pay-per-use, with no monthly commitment and users only pay for the services they actually use.

browser-use is an open source web page automation library that allows large language models (LLM) to interact with websites and implement complex web page operations through a simple interface. The main advantages of this technology include universal support for multiple language models, automatic detection of interactive elements, multi-tab management, XPath extraction, visual model support, etc. It solves some pain points in traditional web page automation, such as dynamic content processing, long task solving, etc. With its flexibility and ease of use, browser-use provides developers with a powerful tool to build more intelligent and automated web interaction experiences.

AFlow is a framework for automatically generating and optimizing agent workflows. It uses Monte Carlo tree search to find effective workflows in the workflow space represented by code, replacing manual development and showing the potential to surpass manual workflows on a variety of tasks. The main advantages of AFlow include improving development efficiency, reducing labor costs, and being able to adapt to different task requirements.

Cerebellum is a lightweight browser agent that achieves user-defined goals on web pages through keyboard and mouse actions. It simplifies web browsing into a navigation directed graph and uses a large language model (LLM) to analyze page content and interactive elements to determine the next step. Cerebellum improves the efficiency and accuracy of web automation tasks with its innovative AI-driven automation technology. Currently, Cerebellum supports compatibility with any Selenium-powered browser and the ability to populate forms with user-supplied JSON data. The product is currently in the Beta stage and is free for developers and researchers to use.

Stagehand是一个AI驱动的网页浏览框架，旨在简化和扩展网页自动化的可能性。 It provides three simple APIs (act, extract, observe) that form the basis of natural language-driven network automation. The goal of Stagehand is to provide a lightweight, configurable framework without overly complex abstractions and support for different models and model providers. It won't order pizza for you, but it will help you automate your network reliably.

Fine AI Coding Workflows is an AI-driven software development automation platform that accelerates the development cycle through customized AI workflows. The platform is based on the Atlas knowledge graph and integrates the tools used by the team to provide AI agents with rich contextual information for more precise task execution. It supports integration with a variety of development tools, such as OpenAI, Anthropic, Sentry, GitHub, etc., aiming to improve development efficiency, code quality and problem solving speed.

Patched is an open source workflow automation framework designed for development teams. It integrates large language models (LLMs) to automate development tasks such as code review, document generation, and patch generation. It speeds up daily development work by providing preset patchflows or allowing users to customize patchflows. Patched supports integration with existing development and security solutions, such as Gitlab, GitHub, Jira, etc., allowing developers to build complex multi-step workflows. Patched emphasizes privacy first, supports deployment within users' own infrastructure, and uses their own LLM API keys.

OmniChain is an efficient self-updating visual workflow tool designed for large language models. It guides the AI ​​language model through customized logical processes, significantly improving work efficiency. OmniChain uses chain memory capabilities to store and recall information and make decisions based on this information. It allows users to create processes that work like tireless robot employees 24/7, pausing operations only when the user decides to communicate with them. OmniChain can also guide smaller models through specific processes, improving efficiency and cost-effectiveness. Additionally, it is able to access the underlying operating system to read and write files and run commands, generate and run NodeJS code snippets or scripts, consume APIs, automate tasks, etc. OmniChain is private (self-hosted), fully open source, and available for commercial use through a non-restrictive MIT license.

Retell AI is a powerful AI agent building platform that allows users to quickly build and test complex workflows and deploy them via phone calls, web calls, or anywhere else. The platform supports the use of any large language model (LLM) and provides a real-time interactive experience, including human-like voice and speech cloning support. Key benefits of Retell AI include low latency, high stability, and HIPAA-compliant security.

Abstra is a Python and AI-based business process automation platform that allows users to create powerful workflows by dragging and dropping components and binding Python code. The platform provides a variety of automation tools such as smart forms, scheduled tasks, and event triggers, supports one-click deployment to the cloud, and can be integrated with Git. Abstra emphasizes transparency and auditability, providing SSO or SAML authentication and fine-grained access control, making it suitable for enterprise teams that require highly customized automation solutions.

SadCaptcha is a plugin for solving TikTok verification codes, which can solve TikTok's rotation, puzzle and 3D shape verification codes quickly and accurately. It uses advanced computer vision algorithms to solve CAPTCHAs efficiently and works on any device and screen resolution.

TestSprite is a fully automated testing solution based on AI that utilizes the most advanced large language model (LLM) technology and cloud computing infrastructure to provide efficient and secure testing services. With just one click, our AI takes care of all aspects of writing end-to-end test code, saving valuable time. Our test reports are designed to be concise and easy to understand, providing a comprehensive summary of the test, identifying any failures and providing suggestions for potential causes. With TestSprite, you can reduce testing time and improve testing efficiency.

PlugBear connects your LLM application to tools like Slack in seconds without writing any code. It supports mainstream LLM frameworks, allowing you to develop an LLM application once and connect to various popular collaboration and communication tools.

Momentic is a web application test automation tool that uses AI agents to implement end-to-end testing. No need to write code, just describe the user flow using natural language.

BuildShip is a low-code visualization tool that uses AI technology to quickly build the back-end workflow, API, scheduled tasks and cloud functions of the application. It supports connecting pre-built nodes or generating custom nodes. Multimodal processes can be easily built using AI models and tools. You can integrate any AI models and tools into your workflow. BuildShip also provides templates and customization functions, supporting the generation of HTML to PDF, Stripe scheduled reports and many other common functions. It supports serverless API deployment and scheduled task execution, as well as advanced development tools such as version control, debugging and iteration.