Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on APIs, Mobile, AI, Machine Learning, IoT, Open Source and more!

speedscale

1,238 API errors in two days, and every response said 200 OK

Nov 6, 2026 By Ken Ahrens In Speedscale
The query count in our snapshot drawer went blank, and the unit test for that request kept passing. When we went looking in recorded traffic, the API gateway had rejected that request 210 times in a single recording. Every one of those rejections came back as 200 OK. So we searched the rest. We record our own API gateway with Speedscale, and two recording windows from November 3 to 5 (about 38 hours between them) held 1,238 responses with gRPC status INVALID_ARGUMENT. All 1,238 returned HTTP 200.
Read Post
cloudzero

AI cost visibility: how to see AI spend as it happens (2027)

Nov 6, 2026 By Lyne Carolyne In CloudZero
AI cost visibility is the ability to see what AI spend is buying, by person, team, feature, customer and activity, before the bill arrives. The invoice can't provide it: it records tokens and hours, not decisions. It comes from capturing each AI event as it occurs, with business context attached, and reconciling to the bill. Take 50 million input tokens and 10 million output tokens in a month. On Claude Haiku 5.5 that is $10. On Claude Fable 5.1, the same tokens cost $1,000.
Read Post
cloudzero

AI ROI measurement: what the 23% do differently

Nov 6, 2026 By Keith MacKenzie In CloudZero
23% of finance leaders can both allocate AI spend systematically and prove its return to a board. Only 3% of them failed to secure an AI investment, against 19% of everyone else, and they spend what their peers spend: 41% plan a FY2027 increase of 20% or more, against 38%. Measuring return alone buys nothing, because companies claiming ROI they cannot allocate report the same board-proof gap as companies claiming no return at all.
Read Post
grafana

Any agent anywhere: How to use Grafana Cloud with Claude, Cursor, and any other AI agent

Nov 6, 2026 By Gianni Baiardi In Grafana
AI agents are becoming part of everyday engineering workflows, helping teams write code, troubleshoot issues, and automate tasks. But to be truly useful in production, these agents need access to more than code. They also need observability data and context to understand what's happening across your systems, investigate problems, and help you take action.
Read Post

Your Devices Are Everywhere, You Shouldn't Have to Be. | AirDroid Business MDM Platform

Nov 6, 2026 By AirDroidOfficial In AirDroid
A device issue shouldn't mean a trip to another site. AirDroid Business helps IT teams remotely support Android and Windows devices across locations. From bulk deployment to ongoing management and retirement, manage your device fleet with remote access, security policies, kiosk mode, app management, and workflow automation. Control your fleet. Secure your devices. Automate operations at scale.
View Video

AI Budgeting: Are We All Just Winging It?

Nov 6, 2026 By CloudZero In CloudZero
Your AI budget was locked in January. Then the CEO said everyone should be building. Now AI spend is spread across 20 vendors, company credit cards, month-to-month invoices, and enterprise plans, and the board wants to know what it all returned. Emily Allen, Director of Finance & Accounting at CloudZero, shares how she's rewriting the rulebook for AI spend governance, budgeting, and forecasting. She uses CloudZero to see every dollar of AI spend by team, project, and feature.
View Video
Best AI for Technical Interviews When Trade-Offs Count More Than the Code

Best AI for Technical Interviews When Trade-Offs Count More Than the Code

Nov 6, 2026 By OpsMatters In OpsMatters
Generative AI can crank out code, yet interviewers judge how you think. CoderPad's 2026 survey found that 66 percent of hiring leads praise candidates who fix AI errors, while 56 percent reward clear trade-off explanations. Stack Overflow's 2025 Developer Survey echoes this: 66 percent of developers name AI solutions that are "almost right, but not quite" as their biggest AI frustration. Canva agrees, applauding applicants who "offer alternative approaches and weigh trade-offs thoughtfully."
Read Post
Occupational Safety Tech: How Modern IoT and Sensors Are Preventing Future Worksite Toxins

Occupational Safety Tech: How Modern IoT and Sensors Are Preventing Future Worksite Toxins

Nov 6, 2026 By OpsMatters In OpsMatters
Chemicals lurk in industrial air unnoticed until someone gets sick. According to estimates from the International Labour Organization, over one billion workers face hazardous substance exposure globally every year.
Read Post
Cradlepoint R1900: Deployment Configuration Guide for Enterprise IT Administrators

Cradlepoint R1900: Deployment Configuration Guide for Enterprise IT Administrators

Nov 6, 2026 By OpsMatters In OpsMatters
When an enterprise IT team faces the challenge of deploying secure, high-performance wireless connectivity at remote or mobile sites, the Cradlepoint R1900 router often stands out for its rugged build and advanced networking capabilities. Imagine outfitting a fleet of emergency response vehicles or setting up edge connectivity at a construction site-both scenarios demand reliable network performance under harsh conditions. IT administrators must not only install and configure these devices but also ensure they integrate seamlessly with existing infrastructure and adhere to strict security standards.
Read Post

Copyright © 2026 OpsMatters™. All rights reserved.