The LGTM (Page 54)

The LGTM

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MoE Inference Is Becoming a Rack-Scale Systems Problem, Not Architecture Trivia

MoE Inference Is Becoming a Rack-Scale Systems Problem, Not Architecture Trivia

Mixture-of-experts models used to be a model-architecture detail. Now they are an infrastructure procurement strategy. NVIDIA’s latest Blackwell NVL72 pitch is nominally about MoE models running “10x faster” at “one-tenth the token cost.” Fine. Vendor math belongs in the same drawer as benchmark charts until proven otherwise. But the

Microsoft Security Is Starting to Treat Local Coding Agents, MCP Servers, and Models as First-Class Attack Surface

Microsoft Security Is Starting to Treat Local Coding Agents, MCP Servers, and Models as First-Class Attack Surface

Microsoft’s Build security announcement is not important because of one product name. It is important because the company is finally treating local coding agents, MCP servers, model artifacts, prompts, and agent runtimes as first-class attack surface. That sounds obvious only after the industry has spent two years handing repo

Toolboxes and Routines Are Microsoft’s Answer to Agent Tool Sprawl Before It Becomes the New Microservices Mess

Toolboxes and Routines Are Microsoft’s Answer to Agent Tool Sprawl Before It Becomes the New Microservices Mess

Microsoft’s Foundry Toolboxes update looks like a grab bag if you read it as a feature list: Skills, Work IQ, Fabric IQ, Browser Automation, managed MCP servers, Tool Search, guardrails, and Routines. Read it as an operations story and it becomes much cleaner. Microsoft is trying to stop agent

Qwen Code 0.17.1 Shows Local Coding Agents Win on Memory, Auth, and Provider Plumbing

Qwen Code 0.17.1 Shows Local Coding Agents Win on Memory, Auth, and Provider Plumbing

Qwen Code 0.17.1 is not a glamorous release. Good. Glamour is usually where coding-agent reliability goes to hide. The June 3 release, followed by a June 4 nightly, is a clean snapshot of what local and bring-your-own-key coding agents are actually wrestling with in 2026: memory pressure, resumed-session

Codex 0.137.0 Turns Agent Control Into Admin Surface Area

Codex 0.137.0 Turns Agent Control Into Admin Surface Area

Codex 0.137.0 looks, at first glance, like another dense CLI release: a few app-server tweaks, some plugin polish, more web tooling, better multi-agent metadata. That reading misses the point. OpenAI is turning Codex from “the thing that edits my repo” into an administered agent runtime — one that has