Agentic Resource Discovery (ARD): Google, Microsoft, Cisco, NVIDIA Launch ‘Google Search for AI Agents’ Imagine you’re a production AI agent investigating a live incident at 2 AM. You need to query engineering docs, open a support ticket, check deployment history, and pull observability metrics. Each of those capabilities lives in a different system, owned by a different team, registered in a different registry. Today, you’d fail — there’s no common layer pulling them together. As of this week, there might be. ...

Build 2026: Azure Functions Gets Markdown-Based Serverless Agents — Define AI Agents in .agent.md Files Microsoft has done something unexpected with Azure Functions: it’s made markdown the first-class programming model for AI agents. At Build 2026, Microsoft announced the Azure Functions serverless agents runtime, now in public preview. The headline feature is .agent.md files — single markdown documents that define an AI agent’s instructions, triggers, and behavior. No complex framework boilerplate. No Docker configuration. No always-on compute bill. Just a markdown file deployed like any other function app. ...

Claude Corps Fellowship Opens 1,000 AI Jobs at Nonprofits Before July 17 Deadline Anthropic is putting $150 million behind a bet that the best way to ensure AI benefits everyone is to fund a corps of people who work full-time at nonprofits deploying it. The Claude Corps, announced June 11, 2026, will place 1,000 early-career fellows at nonprofits across the United States, paying each $85,000 per year to spend twelve months in-person helping host organizations use Claude AI to advance their missions. No degree required. ...

Forget Prompts: ‘Loop Engineering’ Is All the Rage Now — Jensen Huang Backs It Over Prompt Engineering Prompt engineering had a good run. Two years of carefully crafted system prompts, chain-of-thought techniques, and token-level wrangling defined how practitioners extracted value from large language models. But according to NVIDIA CEO Jensen Huang, the creator of Claude Code, and a growing chorus of senior engineers across the industry, that era is giving way to something new: loop engineering. ...

The Self-Improving AI Agent Is a Production Pattern Now Two papers, separated by two years, tell the whole story. In May 2023, researchers at NVIDIA released Voyager — an agent that played Minecraft and got better at it without retraining the underlying model. It wrote programs, watched them succeed or fail, kept the working ones in a skill library, and used that library to write better programs over time. The model underneath was a frozen GPT-4. The improvement came entirely from the loop the agent was wrapped in. ...

Anthropic’s Claude Code just got a major collaboration feature: Artifacts, now in beta for Team and Enterprise plan users. The idea is simple but genuinely powerful — instead of copying and pasting output from Claude Code sessions, teams can now publish those sessions as live, interactive web pages that update in real time. What Are Artifacts, Exactly? When you ask Claude Code to create an artifact — or anything visual — it generates a self-contained HTML page published at a private organizational URL on claude.ai. That page updates automatically in your browser as the session progresses. No manual refreshing. No “let me send you the latest version” back-and-forth. ...

Within 24 hours of Anthropic launching Claude Fable 5, its alleged system prompt was already circulating on GitHub. At 120,000 characters across 1,585 lines, it’s the largest system prompt leak from a frontier AI model to date — and it’s raising uncomfortable questions about whether safety-by-obscurity has any future in AI development. Important caveat up front: Anthropic has disputed the authenticity and completeness of the leaked document. This story covers a contested leak — treat every detail from the leaked prompt itself as unverified. The policy and transparency questions it raises, however, are entirely real. ...

One of the persistent friction points in enterprise AI deployments just got solved. On June 18, 2026, the Enterprise-Managed Authorization (EMA) extension to the Model Context Protocol reached stable status — meaning organizations can now provision AI tool access through their existing identity provider rather than making every employee click through individual OAuth consent screens. This is a big deal for any company running Claude or VS Code integrations at scale. ...

Microsoft’s security research team dropped a sobering disclosure this week. They’ve named it AutoJack, and the attack it describes is the kind that should make every developer running AI agents on their local machine read carefully before closing the tab. The short version: a single malicious webpage, viewed by an AI browsing agent, can execute arbitrary code on the host machine — by routing through the agent to reach an unauthenticated local MCP endpoint. ...

If you’re running an AI agent on top of OpenClaw, today’s a good day to update. Version 2026.6.8 landed this week with over 192 changes — 160+ merged pull requests and more than 240 direct commits — and the headline features go well beyond the usual patch-and-polish. Telegram Finally Gets the Formatting It Deserves The most immediately noticeable change for daily users: Telegram now renders tables, lists, and blockquotes natively. Previously, structured output from your agent would arrive as a wall of plain text, stripping all the carefully formatted markdown responses you expected. With this release, OpenClaw maps rich formatting elements to Telegram’s native rendering, so tables actually look like tables and lists display as actual bullet points. ...