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AI AgentsKitesurf – Cloudflare’s Lightweight Cloud Browser for AI AgentsKitesurf is a lightweight cloud browser for AI Agents developed by Cloudflare. Built in Rust and running in Workers V8 isolates, it removes human-oriented features such as tabs and extensions, focusing instead on DOM parsing, JavaScript execution, and data extraction. It is compatible with both CDP and MCP, allowing Puppeteer and Playwright to connect without rewrites. Compared with Chromium, it uses over 3 times less CPU and 4.7 to 7 times less memory, making it suitable for high-concurrency, stateless AI Agent tasks. Developers can use the Quick Actions API to capture screenshots, extract HTML, or generate PDFs with a single request, or try it online in the Playground.
AI Video GenerationMAGI-2-preview – Sand.ai’s Open-Source Multimodal Video Generation ModelMAGI-2-preview – Sand.ai’s Open-Source Multimodal Video Generation Model is Sand.ai’s open-source, 100-billion-parameter MoE multimodal video generation model, with 114B total parameters and only 6B activated. The model retains a single-stream architecture that incorporates text, video, and audio into the same Transformer for joint modeling, enabling native multimodal generation. Its core capabilities include text-to-video, image-to-video, and video-to-video generation, along with native audio understanding. Sparse MoE activation significantly reduces inference costs. Designed for AI researchers, developers, and enterprise technical teams, it supports academic research, private deployment, and multimodal film and television previsualization, providing an efficient, open-source, commercially usable video generation solution.
AI AgentsOrchard – Microsoft Research’s Open-Source Agentic AI Modeling FrameworkOrchard – Microsoft Research’s open-source Agentic AI modeling framework. Centered on the Kubernetes-based Orchard Env environment service, the framework supports cross-domain sandbox reuse for data distillation, reinforcement learning rollouts, and evaluation, covering three major scenarios: software engineering, browser navigation, and personal assistants. It provides complete SFT + RL training recipes, along with 107K SWE trajectories and 3,070 GUI multimodal rollout data points, and enables end-to-end training directly in real harnesses such as Codex and OpenClaw. Designed for academic and industrial teams conducting Agent research and development, Orchard offers lower compute and hosting costs while helping smaller models approach frontier performance through cross-harness generalization.
AI ProgrammingMuse Code – Meta’s Terminal Coding AI AgentMuse Code – Meta’s Terminal Coding AI Agent is a terminal coding AI agent developed by Meta and powered by the Muse Spark 1.2 model. It can handle complete software engineering tasks in large codebases, including planning changes, writing code, and verifying results. Its background agent continuously accumulates context throughout a session, supports splitting large tasks into multiple sub-agents for parallel execution, and provides auditable local event logs that enable recovery from the point of interruption after a crash. It is suitable for developers and teams seeking efficient, traceable, and secure software engineering automation, especially for large-codebase refactoring, game feature development, kernel performance optimization, and compliant development in sensitive industries.
AI Programming2026 Review of the Latest AI Novel Writing Software: FeelFish 4.0FeelFish 4.0 is professional novel writing software that transforms large AI models into a writing team that understands your project. It provides structured project management covering chapters, outlines, characters, and settings, and supports intelligent context to maintain logical consistency in long-form creation. The tool supports customizable multi-agent collaboration, desktop and mobile remote control, and cloud drive synchronization plus a local time machine to ensure manuscript security. It is designed to provide a complete human-AI collaborative workflow for long-form creators of online novels, screenplays, and more.
AI Video EditingJoyAI-Video-EditJoyAI-Video-Edit – JD.com's open-source real-time streaming video editing model is a self-developed, open-source real-time streaming video editing model from JD.com. Built on a 16B-parameter autoregressive diffusion architecture, it achieves 30 FPS inference at 720P resolution and supports stable streaming editing for videos of any duration. Users can modify people, scenes, styles, and objects in real time during video playback through natural-language instructions, without waiting for the complete video to be generated. The model surpasses all streaming editing methods on the OpenVE-Bench evaluation, leading across all metrics, while also providing a large-scale data synthesis pathway for embodied intelligence.
AI BrowsersPolar – AI Browser for Automatically Collecting and Integrating Information Across WebsitesPolar – AI Browser for Automatically Collecting and Integrating Information Across Websites. Built on Chromium, Polar focuses on knowledge work scenarios such as market research and sales lead generation. Core features include an in-browser AI Agent that operates webpages, 250+ prebuilt templates, and three performance modes. It supports automatically collecting information across websites and generating structured reports with sources. Polar also provides scheduled workflows and a real-time visual execution interface, allowing users to intervene and take over at any time. It is designed to free professionals from tedious batch webpage operations and improve efficiency when handling long-running, complex tasks.
AI Conversational ChatRating 8.8WenxiaobaiWenxiaobai is a multimodal AI conversation tool for information discovery and analysis. Powered by its proprietary O4 model, it supports real-time web search, AI image generation, photo-based Q&A, and document analysis. Users can ask questions around a topic, allowing the tool to search online sources, filter and consolidate information, and present the results as outlines, lists, or reports. They can also upload PDFs, Word documents, PowerPoint presentations, and spreadsheets to ask questions about their contents. Professionals, researchers, students, and content creators can use it for information gathering, preliminary research, copywriting ideation, and document organization. Generated content is best used as a starting point for research or creative work; important conclusions should still be verified against the sources.
AI AssistantsRating 9.3Doubao AIDoubao AI is a comprehensive AI assistant available on the web, mobile devices, and PC, offering conversational Q&A, text writing, translation, learning support, and multimedia content generation. Users can enter text or upload images to get answers, document summaries, image understanding, and creative suggestions. They can also use image, music, video, and voice features to create content. Students, content creators, developers, and everyday office users can handle different tasks on the same platform. Some complex questions still require manual verification, and the accuracy, completeness, and practical usability of generated content may vary depending on the task and input quality.
AI ToolboxRating 7.8Theee AITheee AI is an AI tool aggregation platform. Its official website states that it provides centralized access to more than 50,000 AI tools, helping users spend less time searching across multiple AI websites. The platform features tools for video, research, computing, web data, mathematics, images, presentations, learning, and more, allowing users to browse the site and select the tools they need.
AI Design ToolsRating 8.2Refont AIRefont AI is an AI design platform for creators, students, designers, and professionals, offering generation tools for fonts, calligraphy, signatures, logos, posters, and tattoos. Users can enter text or prompts directly on the web to generate and download JPG/PNG images. The platform requires no login to start creating and also offers free credits and one-time credit packages.
AI Conversational ChatRating 8.5Janitor AIJanitor AI is an AI role-playing chat platform focused mainly on anime and fantasy themes. Users can choose characters from the community library to start conversations, or define their own characters' personalities, backgrounds, and speaking styles. The platform does not provide AI models itself and typically requires users to connect their own OpenAI, KoboldAI, or other third-party APIs to power chats. It supports NSFW content and is suitable for users who want open-ended role-playing interactions, original character creation, or the opportunity to explore different models. The platform itself is free to use, but third-party APIs may incur fees, and configuring an API requires some technical knowledge.
AI ToolboxRating 8.2SaaS AI ToolsSaaS AI Tools is a resource library focused on the intersection of SaaS and AI, independently built by founder Bren Kinfa. The platform uses a categorized directory as its entry point, listing generative AI tools from around the world while providing daily AI industry news, an entrepreneur community, and a tool submission portal. It helps users discover tools, follow industry developments, and find product resources. It is suited to AI technology explorers, entrepreneurs, product managers, marketing and content creators, designers, and developers. The platform primarily organizes information and supports resource discovery; it is not a specific AI application. Users should further verify the actual features, availability, and pricing of the listed tools.
AI Translation ToolsRating 8.7Meta AI TranslatorMeta AI Translator is an AI translation tool for professional writing, developed by Shanghai Meta Network Technology Co., Ltd. Built on the company's proprietary MetaLLM large language model and trained on Chinese-language corpora, it primarily serves fields such as law and official documentation. Users can submit content through text input, voice entry, or image uploads. After translation, the original formatting is preserved, and users can export monolingual or bilingual versions as needed. The tool also supports collaborative online editing and proofreading, as well as custom terminology databases, making it suitable for legal professionals, business users, researchers, and others who work with specialized documents. AI-generated translations still require human review in context, especially for contracts, legal documents, and similar content.
AI Conversational ChatRating 8.2Junqing AIJunqing AI is a vertical-domain artificial intelligence workstation developed by Hangzhou Junqing Technology, focused on professional creation, document processing, and multimodal content generation. Users can upload or enter long texts to extract information such as the logic of academic papers and contract risks, or generate and edit images using text prompts, reference images, and other inputs. The platform also converts text into presentations, flowcharts, and mind maps, provides parameter controls such as temperature and repetition penalty, and supports no-code plugins. It is suitable for visual designers, business teams, academic educators, and technology developers. Actual results depend on task complexity, and complex tasks may require a longer wait.
AI ProgrammingRating 9.2Google AI StudioGoogle AI Studio is a browser-based AI development platform for developers, students, researchers, AI enthusiasts, and teams that need to validate ideas. Users can choose freeform, structured, or chat prompt modes, enter text, images, audio, and video, prototype and debug with Gemini models, and adjust parameters such as temperature and Top-K. After completing experiments, the platform can generate API calling code in languages such as Python and Node.js, and it also supports deploying prototypes to Google Cloud and generating shareable links. The service is available for free, but model outputs and generated code should still be tested and reviewed within the context of each specific project.
AI ToolboxRating 8.2TopaiTopai is a directory for discovering and evaluating AI applications, organizing thousands of tools across categories such as image, audio, writing, and development. Users can find tools by category or search, view relevant reviews, bookmark projects of interest, and browse new releases, themed rankings, and prompt guides. The platform is suitable for designers, developers, marketers, content creators, business managers, students, researchers, and AI enthusiasts looking for supporting tools for creative work, learning, and business processes. The directory primarily provides an information index; users should independently confirm each tool's features, pricing, service reliability, and data-handling practices before use.
AI AgentsRating 9.1Lovart AILovart AI is an AI agent for design workflows that handles creative tasks involving text, images, video, and 3D modeling through conversation. After users enter requirements in natural language, the system plans the relevant steps and generates results such as posters, marketing short videos, and brand visual content. Users can continue editing on the intelligent canvas by selecting areas, expanding the image, or repairing local details. It is suitable for startups, marketing and operations teams, designers, and individual creators who need to quickly explore visual directions, produce promotional materials, and organize brand concepts. Generated results still require manual review and adjustment, and complex projects should not rely entirely on automated workflows. Available information indicates that the product is free.