Curated reviews of mainstream AI models, agents, and dev tools — capabilities, use cases, and how they compare.
Total 467 articles
LongCat-2.0 is Meituan's open-source next-generation large-scale MoE language model, with 1.6 trillion total parameters and approximately 48 billion activated parameters per token. It was fully traine...
Agent-Reach is an open-source, free AI Agent internet capability scaffolding tool designed to install web access for mainstream AI Agents such as Claude Code, Cursor, and OpenClaw with a single natura...
BrowserBC is an open-source project released by Navers Lab under Einsia AI. Its core goal is to transform human browser operation trajectories into reusable natural language skills, enabling Web Agent...
Penpot is an open-source design and code collaboration platform built on open web standards such as SVG, CSS, and HTML. It runs entirely in the browser with no need to install any desktop client. It p...
HTML Anything is an Agent-era HTML editor open-sourced by the nexu-io team. It comes with 75 built-in Skill templates covering 9 delivery formats including magazines, presentations, posters, and Xiaoh...
FastContext is a lightweight code repository exploration model open-sourced by Microsoft Research, specifically designed for programming agents. This model completely decouples repository browsing fro...
GPT-5.6 is the latest generation large language model series launched by OpenAI. Due to regulatory requirements from the U.S. government, it is currently only available in a "limited preview" to a sel...
DSpark is a speculative decoding acceleration framework jointly open-sourced by DeepSeek and Peking University, designed to address the core pain point of slow, "toothpaste-like" autoregressive genera...
Sakana Fugu is a multi-agent orchestration system developed by Sakana AI, which dynamically schedules top-tier models through a single API to achieve emergent collective intelligence. The system features a built-in TRINITY evolutionary coordinator and a Conductor reinforcement learning orchestrator, automatically assigning roles such as thinker, executor, and verifier to different models without the need for manual workflow presets. Fugu supports recursive self-invocation and flexible model pool management, offering both Standard and Ultra editions. It achieves cutting-edge performance in rigorous benchmark tests, rivaling Fable 5 and Mythos Preview,...
MMSkills is a multimodal skill framework jointly developed by Shanghai Jiao Tong University and Xiaohongshu, specifically designed for general-purpose visual agents. This framework extends traditional...
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