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GEO Dies, AEO Ushers Agent Era

GEO Dies, AEO Ushers Agent Era

GEO faces extinction post-315 exposure, giving way to AEO for optimizing services for AI agents. Agents bypass UIs, favoring atomic skills with SOPs over keyword stuffing. Examples like OpenClaw and Moltbook signal shift to agent-to-agent networks and Skills as key carriers.

虎嗅MediaMar 16#agent-optimization#skill#a2a
Qwen Code v0.15.7-preview.2 Released

Qwen Code v0.15.7-preview.2 Released

Qwen Code's v0.15.7-preview.2 brings core enhancements like FileReadCache for efficient reads, shared tool permissions, and background agent resumption. CLI improvements include MCP health monitoring, task dialogs, and non-interactive model switching. Fixes address proxy settings, error handling, telemetry, and skill loading for better developer experience.

Qwen (GitHub Releases: qwen-code)MediaMay 7#agent#cli#telemetry
Qwen-Code v0.15.0-preview.1 Adds Hooks & Subagents

Qwen-Code v0.15.0-preview.1 Adds Hooks & Subagents

Qwen-Code's v0.15.0-preview.1 release introduces complete hooks support including HTTP, Function, and Async hooks, plus managed auto-memory and auto-dream systems. It adds background subagents with headless/SDK support, a /batch skill for parallel operations, and CLI enhancements like dual-output sidecar mode. Numerous fixes improve SDK, CLI stability, and integrations like Dingtalk.

Qwen (GitHub Releases: qwen-code)MediaApr 21#cli#hooks#subagents
Qwen Code v0.13.0: Hooks, Agents, VSCode Boosts

Qwen Code v0.13.0: Hooks, Agents, VSCode Boosts

Qwen Code v0.13.0 introduces hooks for event lifecycle, concurrent AgentTool execution for performance gains, and a multi-model agent collaboration arena. VSCode companion adds image paste, Tab fill-only completions, and proxy support. Other enhancements include system prompt customization, skills directories, and token usage displays.

Qwen (GitHub Releases: qwen-code)MediaMar 23#hooks#agent-arena#vscode-extension
Qwen-Code v0.12.4 Nightly Adds Review Skill

Qwen-Code v0.12.4 Nightly Adds Review Skill

Qwen-Code's v0.12.4 nightly release adds a bundled /review skill for out-of-the-box code reviews and new docs audit helpers. It fixes LLM failures in insights, prevents PDF-induced session corruption, and resolves Windows/macOS compatibility issues. Several new contributors joined the project.

Qwen (GitHub Releases: qwen-code)MediaMar 16#code-review#nightly-release#bug-fixes
Alibaba Open-Sources CoPaw Desktop Agent

Alibaba Open-Sources CoPaw Desktop Agent

Alibaba has open-sourced CoPaw, a desktop Agent tool for one-click local or cloud deployment. It supports secondary development for custom models, skills, and messaging apps. Built-in skills enable social content summarization, news queries, and desktop organization.

36氪MediaFeb 28#agent#desktop-ai#skill
9 Must-Install Skills for OpenClaw

9 Must-Install Skills for OpenClaw

Tutorial recommends 9 essential Skills for OpenClaw AI agents: web search/browser/scraper, content summarization/data analysis, Skill management, and tool integrations like Notion. Stresses customizing Skills via interaction over mass installs for workflow fit.

虎嗅MediaFeb 28#ai-agents#skill#plugins
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