The LGTM (Page 47)

The LGTM

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Google’s TPU Cloud JV Turns AI Compute Into a Distribution Problem

Google’s TPU Cloud JV Turns AI Compute Into a Distribution Problem

Google’s new TPU cloud joint venture with Blackstone is not really a chip announcement. It is a distribution announcement wearing a data-center hard hat. That distinction matters. The AI infrastructure market has spent the last three years talking as if accelerator performance alone decides the stack. It does not.

Microsoft’s Stateless MCP-on-App-Service Pattern Is What Happens When Agent Tools Grow Up

Microsoft’s Stateless MCP-on-App-Service Pattern Is What Happens When Agent Tools Grow Up

Microsoft publishing a guide to scaling stateless MCP servers on Azure App Service sounds like infrastructure plumbing because it is. That is the point. The Model Context Protocol is moving from “local tool server I started in a terminal” to “production API an agent depends on,” and production APIs need

GitHub’s Copilot Cloud-Agent Audit API Is Boring in Exactly the Way Enterprise AI Needs

GitHub’s Copilot Cloud-Agent Audit API Is Boring in Exactly the Way Enterprise AI Needs

GitHub’s new Copilot cloud-agent audit API is the kind of release that will not trend, will not get a launch video, and will not inspire anyone to post “we are so back.” Good. Enterprise AI needs more boring surfaces like this and fewer magical screenshots. The feature is a

Cheaper Copilot Cloud-Agent Models Mean Agentic Coding Needs a Scheduler, Not Just a Smart Model

Cheaper Copilot Cloud-Agent Models Mean Agentic Coding Needs a Scheduler, Not Just a Smart Model

GitHub adding Claude Haiku 4.5 and GPT-5.4-mini to Copilot cloud agent is not really a model-news story. The model names will change. The useful signal is the price multiplier: both are listed at 0.33x. That is GitHub quietly admitting what every platform team is about to learn

GitHub’s ‘Fix with Copilot’ Button Is a CI Shortcut With a Governance Problem Attached

GitHub’s ‘Fix with Copilot’ Button Is a CI Shortcut With a Governance Problem Attached

GitHub’s new Fix with Copilot button looks like the smallest possible product feature: a failed GitHub Actions run gets a button, Copilot cloud agent investigates, pushes a fix to the branch, and tags the developer for review. Cute. Also: this is exactly where coding agents stop being autocomplete and

xAI's Tax-Return Training Gambit Is a Data Governance Story Wearing a $420 Joke

xAI's Tax-Return Training Gambit Is a Data Governance Story Wearing a $420 Joke

xAI’s latest training-data story looks like a workplace punchline until you read it as infrastructure. Bloomberg reports that managers asked employees to hand over completed tax returns and supporting documents so Grok could get better at tax-preparation tasks, with a promised $420 payment per submission and early access to