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Cloudflare Previews Automatic WebMCP Support
Cloudflare is previewing a feature that automatically adds WebMCP support to webpages. The update could simplify how developers make web experiences accessible to AI agents.
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A Graph-Based Blueprint for Self-Evolving Agents
This survey frames self-evolving LLM agents as dynamic graphs whose memories, tools, skills, workflows, and relationships change over time. It presents four evolution taxonomies, connects nine dynamic-graph-learning fields to agent capabilities, and proposes graph-aware evaluation and governance protocols.
Slack Code Brings AI Coding Agents Into Team Channels
Slack announced Slack Code, a feature that lets teams collaborate with AI coding agents through dedicated code channels. Users can review plans, code diffs, and previews, then approve actions from agents such as Claude and Devin.
NanoClaw Brings Persistent Agent Teams to Slack
NanoClaw now integrates with Slack, allowing users to create persistent AI agent teams with specialized roles, memories, permissions, workflows, and avatars from a single message. Agents can collaborate in Slack channels and Canvases, while also being reachable through Telegram and WhatsApp.
Turn Natural Language into Agent Policies
Amazon Bedrock AgentCore now supports Policy Authoring, which converts natural-language policy documents into Dogwood policies. The update helps teams enforce agent controls, including new time-based constraints, with worked examples and best practices.
AgentCore Automates Cloud Migration
AWS Professional Services uses a multi-agent framework on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Specialized agents cover discovery, infrastructure-as-code generation, portfolio governance, and post-migration operations, reducing IaC development time from weeks to minutes.
Serval Catalyst Launches Proactive IT Automation Agents
Serval has made Catalyst generally available as an administrative super agent that discovers repetitive work and builds governed enterprise automations. It can also create background agents that monitor connected systems, identify emerging issues, and suggest fixes before employees submit tickets.
Alibaba Launches Qwen-UI-Agent for GUI Tasks
Alibaba has launched Qwen-UI-Agent, a general-purpose GUI agent foundation model designed for real-world tasks across mobile, desktop, web, and DeepSearch environments. The article reports that it surpassed GPT 5.6 and Claude Opus 4.8 on a mobile benchmark.
Slack Turns Team Chats Into Coding Workspaces
Slack is launching Slack Code, a dedicated channel experience for teams to collaborate with AI coding agents. Users can tag agents such as Anthropic’s Claude or Cognition’s Devin, compare code changes, and preview HTML output within project-specific channels.
AI Office Wars Shift to Sales and Price
Tencent is aggressively expanding WorkBuddy through more than 2,000 agents, enterprise discounts, sales commissions, and standardized marketing scripts. The AI office market is shifting from model differentiation toward deployment services, human-heavy implementation, measurable ROI, and price competition.