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Logs

12 items across the graph · 8 news stories — tagged with Logs.

Latest news

NewsGoogle News — Machine LearningLive · 3d ago

The Universe Is a Neural Network - The Times of Israel

The Universe Is a Neural Network The Times of Israel

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More news · 7

NewsMicrosoft DevBlogs AILive · 25d ago

The Microsoft 365 Copilot Agent’s Playbook: A Practical Livestream Series for Building Better Agents

Building on Microsoft 365 Copilot? Here’s your playbook. Declarative agents are quickly becoming one of the most exciting ways to extend Microsoft 365 Copilot and bring organizational knowledge, workflows, and tools directly into the flow of work. But as agent capabilities grow,…

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NewsMicrosoft DevBlogs AILive · 27d ago

How to test agent experience changes without shipping them

Most changes you think will improve AI agent behavior won't. We tested a dozen hypotheses on a real project upgrade scenario and the majority failed. Learn how to emulate documentation, API, and MCP server changes locally so you can validate what works before shipping anything to…

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NewsMicrosoft DevBlogs AILive · 1mo ago

How to test agent skills without hitting real APIs

Your agent skill calls an API. The moment you start evaluating it, every run either costs money or mutates production data. Learn how to mock APIs transparently so you can run evals without changing your skill or hitting real endpoints. The post How to test agent skills without h…

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NewsMicrosoft DevBlogs AILive · 1mo ago

Building AX evals that actually work

This is the eighth and final article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hu…

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NewsMicrosoft DevBlogs AILive · 1mo ago

Not all model upgrades are upgrades

A new model drops with lower per-token pricing and better benchmarks. You switch. A week later someone asks why the agent is burning 12x more tokens on the same task while producing worse output. We ran 150 agent tasks across 15 scenarios on two models, Claude Sonnet 4.6 and Clau…

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NewsMicrosoft DevBlogs AILive · 1mo ago

Don’t rewrite your CLI for agents

There’s advice making the rounds: replace your CLI args with a single --json payload so agents can use your tool more effectively. The thinking being, that agents already think in structured formats, and nested data maps cleanly to JSON. Flat args on the other hand, force awkward…

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NewsMicrosoft DevBlogs AILive · 1mo ago

What AI benchmarks are not telling you

This is the sixth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensions are helping or hurting, and…

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