The article explains how AI has moved from chat interfaces to full‑workflow automation, outlines a formula for building valuable AI agents, reviews emerging Chinese AI‑agent products, and provides five practical tips and a step‑by‑step framework for turning everyday tasks into repeatable, testable Skills.
The article examines OpenAI’s GPT‑5.6 rollout, the integration of Codex into the ChatGPT desktop client, the new layered "desktop workbench" (Chat, Work, Codex, Sites), performance quirks, feature details, and five enterprise case studies that illustrate how the Work and Sites modules accelerate real‑world workflows.
The author details how they built Netcatty, an Electron‑based SSH client with AI assistance, describing its multi‑view host management, split‑screen terminal, remote file editing, AI Agent capabilities, free cloud sync options, performance drawbacks, and the rapid community adoption that earned nearly 2 K stars on GitHub.
Jianying’s AI Assistant transforms the tedious, multi‑step video editing workflow into a conversational, near‑instant process—handling batch cuts, material selection, watermark removal, script generation, and voiceover—while highlighting current limitations and the shifting value of content in the AI era.
The article reviews iFlytek’s cloud‑based AstronClaw and desktop AI companion Loomy, detailing their installation steps, six core use‑cases, built‑in skills, model options, and permission settings, and concludes with a side‑by‑side comparison that helps readers decide which 24/7 AI agent best fits their workflow.
Claude’s Managed Agents provide a composable API that combines a high‑performance execution framework with production‑grade infrastructure, enabling developers to prototype, deploy, and scale intelligent agents up to ten times faster while reducing operational overhead and simplifying security, permissions, and tracing.
Loopit, a Chinese AI app that turns text or images into interactive, real‑time characters, caught Elon Musk’s attention on Twitter; the article explains its simple creation workflow, the “magic edit” feature, the engineering challenges behind real‑time rendering, and why its pure‑fun focus fuels viral appeal.
Refly is an open‑source Agent Skills Builder that lets you create production‑grade AI workflows in minutes using natural language, offering versioned, reusable skills, runtime intervention, extensive tool integrations, and export options that outperform traditional automation platforms.
The article evaluates Skywork's newly released Windows desktop AI agent by testing it on news aggregation, file organization, PC purchase research with PDF generation, and comparing its features—such as native Windows support, multi‑model auto mode, 100+ built‑in skills, and local VM isolation—to Claude Cowork, while also noting pricing and download details.
This article provides an in‑depth evaluation of the AI agent tool Clawdbot, highlighting its seamless integration, strong execution, and automation capabilities while exposing steep configuration hurdles, security concerns, and unpredictable behavior, and offers recommendations for both technical enthusiasts and everyday users.
The article examines JD’s AI‑powered shopping app, detailing its chatbot‑style interface, intent‑driven workflow, AI‑enhanced product recommendation, multi‑scenario integration such as travel and dining, and the underlying research on Fast‑Slow thinking and the SA‑GCPO algorithm that powers the experience.
Claude Cowork, announced by Anthropic in January 2026, showcases a three‑layer security architecture, a task‑decomposition workflow, and a suite of six office‑automation modules, while positioning itself against Claude Code, GitHub Copilot and Cursor AI and highlighting both its industry impact and remaining limitations.
This article surveys the rapidly expanding AI coding ecosystem, categorizing tools by cloud versus local deployment and interactive versus autonomous operation, then details major IDE plugins, CLI utilities, Vibe‑style products, and asynchronous agents, offering selection guidance and best‑practice tips for developers.
The author spent a weekend testing Ai好记, a multimodal AI note‑taking tool that automatically converts video and audio into structured notes, generates expandable mind maps, supports multilingual translation, exports to various formats, and even creates AI‑driven podcasts, scoring it 9‑9.5 out of 10 for functionality and experience.
The author evaluates Daiti, an offline AI voice‑to‑text application, describing personal typing pain points, testing methodology, pros such as speed, privacy and custom dictionaries, cons like limited model support and missing export features, and provides step‑by‑step installation, configuration, and cost details.
A first‑batch tester spends two days with Meituan’s AI assistant XiaoMe, detailing its restaurant recommendation and ordering flow, pinpointing mismatched venue selections, coupon‑saving quirks, unsupported tasks like ride‑hailing, and evaluating the underlying LongCat‑Flash‑Chat model’s speed and personalization.
The article examines Huxe, a voice‑led AI personal audio companion created by former Google NotebookLM team members, detailing its four core features, early user experiences, product‑stage roadmap, trust and habit barriers, and the challenges it faces in commercialization and adoption.
This article examines how an AI‑powered essay‑grading platform combines PaddleOCR and Baidu's Wenxin large model to automate scoring, generate personalized feedback, and reduce teachers' grading workload by over six times, while improving student learning outcomes across hundreds of Chinese schools.
This article reviews Adobe Spark, detailing its multi‑device web and iOS apps, core features like Post, Page, and Video, the user‑focused design choices, and the front‑end technologies such as Material Design, Webpack, Typekit, and SVG that power the service.
The Avegant Glyph uses a virtual retinal display that projects images directly onto the retina, offering a compact cinema experience with low‑power LEDs, 720p‑like resolution, multi‑hour battery life, and a price point that challenges traditional VR headsets while aiming to solve content scarcity.
