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Adding friction to your AI spend isn't saving money. It's costing you growth.

Oct 23, 2026 By Keith MacKenzie In CloudZero

Enterprises are putting hard ceilings on AI spend. Accenture now centrally funds $29 a month per person for Claude and charges anything above that to a project budget code. Uber used up its 2026 AI budget in four months and restricted access. A cap stops waste and useful work at the same rate. The alternative is seeing AI cost by team, by project and by outcome, then funding what returns. Companies spent the past year telling employees to use more AI. Now a lot of them are putting a lid on it.

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Shipped: Slice AI spend eight ways in AI Explorer

Oct 23, 2026 By Kaitlin Woo In CloudZero

You can already break down cloud spend by team, product, or customer in Explorer. But AI spend has been harder to decompose. Which models is each team running? What activity is driving the cost growth you saw this month? Before AI Explorer, answering those questions meant exporting raw event data and building your own breakdowns, or waiting days for reconciled billing to land in Explorer.

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Connect Agentic Pipelines to the redesigned Atlassian MCP

Oct 23, 2026 By Arthy Vijayaraghavan In Atlassian

Agentic Pipelines now integrates with the redesigned Atlassian MCP server for Claude and Codex agents. Rovo Dev CLI agents in Agentic Pipelines currently use the original version of Atlassian MCP server and are unaffected by this update.

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AI Can Write Infinite Code. But Can We Ship It Safely?

Oct 23, 2026 By Harness In Harness

AI is making code generation faster than ever. But writing code is only half the battle. Neil Watkins from Burns & McDonnell explains why the next big challenge in AI-driven software development isn't generating more code. It's making sure that code can be tested, secured, and deployed safely. As AI accelerates development, businesses need to rethink how they manage risk and ship software with confidence.

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A walkthrough of a root cause analysis with ilert AI SRE

Oct 23, 2026 By Tim Gühnemann In iLert

It's 3am and a complaint has made its way to you: customers can't see product reviews. Nothing has crashed, and no alert points anywhere useful. Somewhere in your stack one service is failing, and the one showing the error is probably not it. Before you can fix anything you have to find it, and that search is most of your night. Now imagine you open the laptop, type one sentence and go grab a coffee. By the time you’re back, the root cause is ready, evidence attached. Your job is to check it.

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Create Custom Visualizations | Introducing Grafana Pages | New from Grafana AI

Oct 23, 2026 By Grafana In Grafana

Grafana Pages is now in public preview in Grafana Cloud. Tell Assistant what you want it to see , and Pages builds it: a custom visualization, an app, a slide deck, or even a game. Pages are for the moments a dashboard can’t cover, like walking leadership through a launch, starting your day with a view of the services you own, or turning an incident into a story everyone can follow.

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AI Can Write Your Infrastructure Code. Can It Govern and Heal What It Builds?

Oct 23, 2026 By Mrinalini Sugosh In Harness

AI can write your Terraform in seconds. Learn what it takes to govern configuration drift and heal AI-generated infrastructure builds.

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Operationalizing Microsoft 365 Copilot: Compliance, security, and scale

Oct 23, 2026 By Cribl In Cribl

Unmonitored AI is a massive organizational blind spot. Join Cribl's Field CISO, Ed Bailey, and Senior Product Manager, Daniel Pan to learn Cribl can help you affordably collect and store Microsoft 365 Copilot prompts and responses and share that data across your IT and Security teams to meet compliance requirements and gain real AI observability. We'll cover how to scale collection with less effort and build the AI-ready data architecture that solves today's challenges and sets you up for what's next.

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What's New in Scout: October 2026

Oct 23, 2026 By Aspen Clevenger In Scout

October was about making Scout’s data easier for AI tools to use and easier for your team to trust. Scout is now in Claude’s connector directory, the MCP server got leaner and more careful about what it returns, and Scout Trails opened its beta. Anomaly Detection also became easier to read and better at catching short spikes. Here’s what shipped in October.

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Test AI-Generated Code with Real Traffic#aiagents #devops #observability #shiftleft #softwaretesting

Oct 23, 2026 By Speedscale In Speedscale

AI can generate code in seconds, but testing it against real production behavior is where developers get stuck. Learn how capturing and replaying actual production traffic in development helps you catch bugs before you deploy!

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