The LGTM (Page 46)

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Agent Framework’s CodeAct and Hosted Agents Are Microsoft’s Answer to the Two Things That Kill Agent Demos: Tool Latency and Production State

Agent Framework’s CodeAct and Hosted Agents Are Microsoft’s Answer to the Two Things That Kill Agent Demos: Tool Latency and Production State

Most agent demos die the same way: not because the model cannot reason, but because the system spends too many turns asking itself which tool to call next, then collapses when someone asks where the state lives in production. Microsoft’s latest Agent Framework announcement is useful because it goes

Pydantic AI 1.106 Fixes the Kind of Streaming Bug That Breaks Real Agents Quietly

Pydantic AI 1.106 Fixes the Kind of Streaming Bug That Breaks Real Agents Quietly

Pydantic AI v1.106.0 is the kind of release that will not trend on Hacker News and will absolutely save someone’s production agent from lying quietly. The release is small: xAI provider ergonomics, a data URI parser fix, and one streaming bug fix. But the streaming fix is

Google ADK 2.2 Makes the Default Model a Migration Decision, Not a Footnote

Google ADK 2.2 Makes the Default Model a Migration Decision, Not a Footnote

Google ADK 2.2.0 looks like a normal framework release until you hit the default model change. Then it stops being a changelog and becomes an operations memo. The Python release moves LlmAgent.DEFAULT_MODEL from gemini-2.5-flash to gemini-3-flash-preview. Google has a rational reason: Gemini 2.5 Flash

Utah’s Gemini Deal Turns AI Governance Into School-District Ops

Utah’s Gemini Deal Turns AI Governance Into School-District Ops

Utah’s statewide Gemini for Education deal is easy to flatten into the least useful headline: students get AI tools. That is not the interesting part. The interesting part is that Gemini is being packaged as managed public-sector infrastructure, complete with privacy promises, admin controls, training, curriculum, credentialing, and a

Google’s Meitner Energy Center Is the AI Roadmap With a Power Bill

Google’s Meitner Energy Center Is the AI Roadmap With a Power Bill

Google’s Meitner Energy Center announcement is technically a data center story. Read it that way and you will miss the point. This is an AI roadmap story with the power bill included. Google and Intersect are building the Meitner Energy Center in Gray and Roberts Counties, Texas: a new

Codex App 26.602 Is a Small UX Release With a Big Tell: Agents Need Observability for Humans, Too

Codex App 26.602 Is a Small UX Release With a Big Tell: Agents Need Observability for Humans, Too

Codex app 26.602 is not a feature-drop headline. Good. The most revealing agent releases are often the ones that make fewer promises and sand down the places where real users get hurt: startup readiness, error reporting, usage visibility, onboarding, and the UI seams around browsers, terminals, and diffs. OpenAI’

GitHub Just Put Copilot Cloud Agent Behind an API. Now Your Backlog Can Call Itself.

GitHub Just Put Copilot Cloud Agent Behind an API. Now Your Backlog Can Call Itself.

GitHub just made Copilot cloud agent callable infrastructure. That sounds like a small API preview until you remember what APIs do: they turn a product behavior into something scripts, internal portals, release systems, and cron jobs can invoke without a human opening the right screen and typing the right prompt.