If you’ve spent any time building agentic applications, you know the scaffolding problem. You want a production-grade app with a real frontend, a streaming backend, proper auth, and an AI agent that can actually take actions — and the question is always the same: where do you even start? AWS just answered that question. The FAST Template Changes the Setup Game Amazon Web Services has introduced a dedicated AG-UI protocol endpoint in Amazon Bedrock AgentCore, paired with an official full-stack starter template called FAST (Fullstack AgentCore Solution Template). The combination transforms what used to be days of integration work into a near-one-command deployment flow. ...

One of the thornier problems in production agentic AI systems isn’t the model — it’s what happens when the model generates code that needs to actually run. Agent-generated code is, by definition, code you don’t fully trust. You don’t know what it does until it executes. So how do you run it safely at scale? Microsoft’s answer, now in public preview, is Azure Container Apps Sandboxes. What the Sandboxes Actually Are Announced on June 2, 2026, Azure Container Apps Sandboxes introduces a new first-class Azure resource type: Microsoft.App/SandboxGroups. Each sandbox is a Hyper-V microVM — a hardware-isolated environment that is fully separated from the host, the platform, and every other sandbox running alongside it. ...

Something significant just happened at Huawei’s developer conference in Dongguan, China — and it barely registered in Western tech circles. At HDC 2026 (held around June 12, 2026), Huawei unveiled HarmonyOS 7, and buried inside the Liquid Glass UI redesign and performance benchmarks is something that deserves a lot more attention: a fully operational agentic AI system deployed at scale, right now, on consumer hardware. What HarmonyOS 7 Actually Is Forget the visual rebrand. HarmonyOS 7’s real story is the transition from an app-centric OS to an agent-native OS. Huawei is calling it the move into the “agent era,” and they’re not being subtle about it. ...

It took less than 24 hours for a reported AI vulnerability to become a federal export control directive. The timeline of how the Trump administration moved from concern to action against Anthropic’s Fable 5 and Mythos 5 models offers a rare window into how government oversight of frontier AI actually operates — and how fast it can move when officials decide to act. Background: What Mythos 5 Actually Was To understand the events of June 12, 2026, you need to understand what Mythos 5 is. ...

The Trump administration has broken its public silence on why it took the extraordinary step of imposing export controls on Anthropic’s Fable 5 and Mythos 5 AI models — and the framing puts the responsibility squarely on Anthropic’s CEO. David Sacks, the administration’s AI and crypto czar and Co-Chair of the President’s Council of Advisers on Science and Technology, posted a detailed explanation on X defending the Commerce Department’s directive. His central claim: the government acted “reluctantly” only after Anthropic CEO Dario Amodei dismissed a known jailbreak as “not serious” and refused to either fix it or pull the model from deployment. ...

After a series of alpha and release-candidate builds throughout early June, CrewAI v1.14.7 landed as a stable release on June 11, 2026. It marks the production graduation of features that the team has been iterating on for weeks — and for teams building conversational agent workflows, the headline addition is genuinely useful. Chat API for Conversational Flows The biggest new capability is the Chat API for Flows — a first-class way to build conversational, stateful interactions using CrewAI’s Flow abstraction. Before this release, Flows were powerful for orchestrating sequential and branching agent pipelines, but they weren’t designed around conversational patterns where a user sends a message, the flow processes it, and responds back in a dialogue loop. ...

Gartner dropped its first-ever dedicated Hype Cycle for Agentic AI in April 2026, and the data is simultaneously alarming and clarifying. The short version: agentic AI is sitting right at the Peak of Inflated Expectations, and the gap between what enterprises are planning and what they’ve actually shipped is enormous. Here’s what the numbers mean for teams building in this space right now. The Core Data 17% of organizations have deployed AI agents in production. That’s it. Despite years of breathless vendor announcements, conference keynotes, and board-level mandates, fewer than one in five organizations has anything running in the wild that you’d actually call an AI agent. ...

OpenClaw v2026.6.8-beta.1 ships with significantly improved Telegram and WhatsApp channel delivery, and now properly honors ACP (Agent Client Protocol) bindings on WhatsApp. If you want to route conversations from these messaging platforms to specific ACP agent sessions — essentially giving each chat its own dedicated agent harness — this guide walks you through the configuration. Accuracy note: All commands and config keys in this guide are sourced from the official OpenClaw documentation at docs.openclaw.ai. Refer there for the latest syntax if anything has changed since this was written. ...

The Model Context Protocol is about to change in a fundamental way. The MCP 2026-07-28 specification release candidate — announced May 21, 2026 by lead maintainers David Soria Parra and Den Delimarsky — is the largest revision to the protocol since its launch. At the center of it is a single architectural decision that will ripple through every MCP server and client implementation in existence: MCP is going stateless. The formal specification ships July 28, 2026. Until then, this is a look at what’s coming and why it matters. ...

If you run AI agents that communicate through Telegram or WhatsApp, yesterday was a good day. OpenClaw v2026.6.8-beta.1 landed on June 13, 2026, and it brings the most significant upgrade to messaging channel delivery in recent memory: structured rich text support for Telegram, properly-honored ACP bindings for WhatsApp, and a battery of security and reliability improvements under the hood. Here’s what changed and why it matters. Telegram Gets Structured Rich Text The headline feature for Telegram users is the addition of structured rich text in bot messages. Until now, OpenClaw’s Telegram delivery was largely limited to simple formatted text. With this beta, your agents can now send: ...