Model Hardware Standard: Anthropic's MHS Preview 2026
Anthropic's Model Hardware Standard lets AI agents drive real lab and factory instruments. What MHS is, what the six partners measured, and what it is not.
Anthropic's Model Hardware Standard lets AI agents drive real lab and factory instruments. What MHS is, what the six partners measured, and what it is not.
AWS now backs Agentic Resource Discovery, the open ARD spec for how AI agents find MCP servers and skills — how ard.json works, and what v0.91 changed.
Bing's search API is gone and Google's ends January 1, 2027. What agent-native web search costs in 2026, from $1 to $8 per thousand queries, and what it hides.
ThinkingBox is a new AI agent reliability benchmark: the best model scores 65.36% pass@1 but only 25.25% pass^20 across 507 stateful business agent tasks.
A2A is joining the Agentic AI Foundation, announced August 17, 2026, placing agent-to-agent messaging beside MCP. What the consolidation means for agent teams.
MCP server not showing up in Claude Desktop? Check the Connectors menu, the config's JSON, a full quit, mcp.log, and the file the app reads — in that order.
Agent Plugins 1.0 packages Agent Skills and MCP servers into one portable folder that loads in nine AI clients. Vercel holds the spec's deciding vote.
Claude inference hooks put an inline DLP verdict inside Anthropic's inference path. What the AI security server sees, and the gaps the beta still leaves.
At IETF 126 in Vienna, the agentproto BoF put AI agent protocols like MCP and A2A under standards-body scrutiny. Here is what an IETF RFC would actually change.
A hands-on A2A protocol TypeScript tutorial: build an orchestrator that delegates to a sub-agent over agent2agent, with agent card discovery and streaming.
The Agent2Agent (A2A) protocol reached v1.0 with 150+ backers and nearly 24,000 GitHub stars. Learn how it differs from MCP and build a working Python agent.
MCP's July 28, 2026 spec goes stateless and ships Enterprise-Managed Authorization. Here's what changes, what breaks, and new security risks to plan for.
Build a Model Context Protocol (MCP) client in TypeScript with @modelcontextprotocol/sdk: connect over stdio, list and call tools, and handle errors correctly.
Google's Gemini Spark is a 24/7 agentic AI assistant launched at I/O 2026. See how it works, what it integrates with, pricing, safety, and access details.
Build a production MCP server in TypeScript with OAuth 2.1, RFC 8707 resource indicators, Streamable HTTP, and scope-aware tool authorization in 2026.
Adobe and Anthropic launched the Adobe for creativity connector for Claude on April 28, 2026, exposing 50+ Photoshop, Premiere, and Firefly tools via MCP.
Claude Managed Agents (public beta, April 2026): hosted sandboxing, state, tool execution, and error recovery — production agents in days instead of weeks.
A deep dive into Claude Opus 4.5 — its architecture, performance, use cases, coding capabilities, and how it integrates with MCP for real-world automation.
Claude Skills: custom reusable AI modules for focused workflows. Memory, Workspaces, developer tooling — tailoring Claude to your stack and team patterns.
Explore how AI and cloud technologies are reshaping defense and security at TechCrunch Disrupt 2025, featuring insights from Mach Industries and Google.