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Qwen3.8-Omni-Flash: Analyze Long Audio and Video with Agentic Workflows

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Turning a long meeting video into reliable action items usually requires several separate components: speech recognition, visual analysis, search, and an editing or automation layer. Qwen3.8-Omni-Flash , released on September 18, 2026, is designed to narrow that gap. It accepts text, images, audio, and video, can look for evidence inside long media, and can use functions or tools to continue a workflow. The important change is not simply “one more model that can watch video.” Qwen presents it as a move from describing multimodal content to deciding what evidence matters, planning a task, calling tools, and delivering a structured result. There are boundaries, however. The current Model Studio API documentation lists text output for Qwen3.8-Omni-Flash, while generated speech and finished video still require other services or plugins. This guide explains what changed, how it differs from transcription and ordinary vision models, how to make a first API request, and where to place cost, ...
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ChatGPT for Word: Setup, Editing Workflows, and Privacy Checks

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The copy-and-paste loop between Microsoft Word and ChatGPT just got shorter. On September 17, 2026, OpenAI announced official ChatGPT support inside Word. The same Microsoft add-in that already works with Excel and PowerPoint can now open in Word, where its sidebar can turn notes into a draft, summarize a document, revise selected text, and adjust headings and formatting. This is not a promise that Word can finish a document without supervision. The add-in can read and modify document content, so the useful workflow is to define a narrow editing scope, review the proposed change, and verify facts, structure, and sensitive information before accepting it. This guide covers installation, a repeatable editing loop, three practical use cases, plan limits, privacy considerations, and troubleshooting. Quick take ChatGPT for Word is available on every ChatGPT plan, including Free, subject to the token and usage limits of that plan. Install the official OpenAI add-in from Microsoft Marketpla...
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Cursor Projects: Coordinate Long-Running Agent Work Safely

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Cursor Projects is built for software work that will not fit into one chat: a feature spread across repositories, a migration that needs dozens of pull requests, or maintenance that keeps coming back. You give one persistent coordinator a goal. It plans the work, delegates implementation to other agents, and returns the results for review. The important shift is not simply “more agents.” It is managing shared context, parallel execution, recurring triggers, and human review as one long-running unit. What to know first Cursor announced Projects in beta on September 10, 2026 and said it was rolling out to all users. Whether the menu is visible, how much agent usage is available, and what it costs can still depend on your account, plan, and organization policies. This guide explains the public feature and a cautious setup path; it does not claim firsthand results from running it on a production repository. How Projects differs from an ordinary agent chat A normal agent conversation...
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Claude Cowork and Chat Are Now One: A Practical Guide to the Unified Workflow

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Anthropic announced on September 16, 2026 that Claude Cowork and regular chat are being merged into one Claude experience. The practical change is simple: users no longer need to decide whether a request belongs in “Chat” or “Cowork” before they begin. A quick question, a multi-step research task, a report, a spreadsheet, or a presentation can now start from the same conversation. Korean edition: 한국어로 읽기 This is a change to the entry point, not the removal of Cowork capabilities. In the unified experience, Claude can decide whether a request needs a short answer or a longer task involving web research, connected apps, code, files, documents, spreadsheets, or slides. Developers who want to package reusable team instructions can also read Shiftlog’s guide to Claude Code plugins . One conversation can move from a quick request to research, structured data, documents, slides, and mobile progress checks. Who gets the unified experience, and when? The rollout starts with Claude Pro an...
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Claude Code Plugins: Package Team Automation for Reuse

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한국어로 읽기 Claude Code often starts with a few repository-specific instructions: a test command, a review checklist, or a preferred report format. Keeping those rules in a project’s .claude/ directory is usually the fastest way to learn whether they are useful. Once the same workflow is needed across repositories or by several people, copying those files becomes hard to maintain. A Claude Code plugin is a self-contained, versionable package for sharing skills and other components consistently. This guide explains when to keep configuration local, how to build and test a small plugin, and how to share it safely. Its review-only example makes the scope, output, and boundaries clear. A conceptual plugin layout: the manifest is .claude-plugin/plugin.json , while skills live at the plugin root under skills/ . Project-specific configuration or plugin? Claude Code supports both standalone configuration and plugins. A project’s .claude/ directory is well suited to personal workflows, q...
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Aside Browser Guide: Setup, Pricing, Permissions, and Practical Workflows

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한국어로 읽기 Aside Browser goes beyond reading websites and answering questions: it uses browser, account, and file context you authorize to carry out multistep tasks. You might research products, build a comparison table, or consult a signed-in service and prepare a draft for review. The useful question is not whether it can “do everything,” but which sources it should use, what it should produce, and where it must stop . This guide covers setup, permissions, practical requests, and pricing using official documentation. It is not a benchmark of task success rates or time saved. Sources checked September 16, 2026. Features, menus, and plan terms may change. 1. What changes when AI works in your browser? The distinction is context and actions, not longer answers. Instead of repeatedly copying information into a chat, you can attach a page and specify websites and deliverables. Official documentation covers browsing, file operations, history searches, authorized credential autofill, an...
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