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Broadcom Unveils AAI v26, Bringing Financial Accountability and AI-Driven Insights to Workload Automation

Sep 15, 2026 By Broadcom In Broadcom

New release turns automation into a measurable business service with precise cost attribution, a conversational data interface, and AI-hardened security.

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Why Mocks Fail at Scale #softwareengineering #devops #softwaretesting #api #aicoding

Sep 15, 2026 By Speedscale In Speedscale

Mocking for testing starts off easy, but once you scale to multiple teams and AI agents, handcrafted mocks become a serious form of technical liability. Instead of treating mocking as an individual software engineering task, shift your mindset to treat it as a platform engineering task focused on automation and continuously refreshed modern data. Watch to see how adopting technologies like traffic replay to simulate realistic backend sandboxes can transform your modern testing workflow!

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From a $60K invoice to a $200B earnings call, few can explain the AI bill

Sep 15, 2026 By Keith MacKenzie In CloudZero

CloudZero’s own AI Economics Pulse for September found the 75th percentile of its 430-company customer panel crossed 10% of its cloud bill on AI for the first time in August. Gartner’s latest survey found only 22% of organizations have scaled AI successfully and 11% don’t know what their own function spent on it last year. CJ Gustafson showed what that gap looks like on an actual invoice this week.

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150+ AI statistics for 2026: spend, cost, and AI ROI

Sep 15, 2026 By Lyne Carolyne In CloudZero

Worldwide AI spending will reach $2.59 trillion in 2026, up 47% from 2025, according to Gartner. Yet only 37% of organizations report any earnings impact from AI, McKinsey finds. These AI statistics cover what companies spend, what AI costs to run, and the ROI they're actually getting. That gap between the two headline numbers is the story of AI in 2026.

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Bindplane Agent Is Here: Build, Edit, and Understand Pipelines in Plain Language

Sep 15, 2026 By Justin Voss In ObservIQ

Pipeline Intelligence already recommends processors, reads live telemetry, detects log types, and generates processor bundles from natural language. But most of it lives inside a single processor node. You still have to know which one to open and what to ask for. This changes today. Bindplane Agent is your AI assistant inside Bindplane, ready to act on what you describe in plain language.

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Manage Cursor costs with Datadog Cloud Cost Management

Sep 15, 2026 By Datadog In Datadog

AI coding tools such as Cursor are becoming a significant source of engineering spend. But Cursor costs can be difficult for FinOps teams to manage. Cursor’s usage data alone doesn’t tell you how costs break down across users and models, and fixed-threshold alerts may not catch an unusual cost spike if spend remains below the threshold. Datadog Cloud Cost Management (CCM) brings Cursor costs into the same place where you monitor cloud, SaaS, and other AI spend.

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Monitor TAS and gang scheduling for AI training in Kubernetes

Sep 15, 2026 By Datadog In Datadog

Distributed AI training workloads impose complex scheduling requirements that Kubernetes’s built-in scheduler can’t meet. Kubernetes schedules pods individually and independently, but distributed training introduces two requirements that break this model: Pods must land on hardware with the right inter-GPU bandwidth, and all pods must be scheduled simultaneously. If either requirement goes unmet, training stalls or runs far below the hardware’s potential.

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How to operate shared platforms safely at agent scale

Sep 15, 2026 By Datadog In Datadog

A platform engineering team can design robust Golden Paths for agent use yet still be unprepared for what happens after adoption. An agent may authenticate properly, call the correct tools, adhere to approval gates, and complete tasks without incident, but new operational risks arise once multiple teams begin running agents continuously and in parallel. We’ve encountered these risks firsthand at Datadog.

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Investigate Smarter from Any Agent: Blast Radius and AI Post-Incident Reviews Come to the PagerDuty MCP Server

Sep 15, 2026 By Antonella Hidalgo Moreno In PagerDuty

PagerDuty’s new intelligent Model Context Protocol (MCP) tools, recently announced in Early Access, are a step toward autonomous operations. Here’s how they help customers get there.

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How Video Production Services Support a Stronger Marketing Strategy

Sep 15, 2026 By OpsMatters In OpsMatters

Marketing budgets get stretched across a lot of channels, paid ads, email campaigns, social content, SEO, and it is easy for video to end up as an afterthought squeezed into whatever remains. That approach misses something important, since video has become one of the most effective ways to actually capture attention and communicate a brand's value in a market where audiences scroll past static content in seconds.

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