Operations | Monitoring | ITSM | DevOps | Cloud

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

speedscale

FastAPI Testing: Mock LLM APIs for Free

Mar 23, 2026 By Ken Ahrens In Speedscale
Testing a FastAPI app that calls OpenAI, Anthropic, or Gemini gets expensive fast. The problem is not just the API bill in production. It is all the repeated traffic in development: prompt tweaks, CI runs, regression checks, and the load tests you keep putting off because every run burns tokens. Hand-written mocks do not help much once the app is doing multi-step LLM work.
Read Post
coralogix

Bridging the gap between mobile experience and technical reality

Mar 23, 2026 By Ofri Grushka In Coralogix
For mobile-first organizations, the distance between a “slow app” and a “resolved ticket” is often filled with guesswork. Mobile performance is notoriously difficult to capture because it lives at the intersection of device hardware, network stability, and local code execution. Today, we are closing that gap with the launch of Coralogix Mobile Performance.
Read Post
tigera

Introducing Calico Load Balancer and Seamless VM-to-Kubernetes Migration

Mar 23, 2026 By Tigera Team In Tigera
SAN JOSE, Calif., March 23, 2026 — Tigera, the creator and maintainer of Project Calico, today announced a major expansion of its Unified Network Security Platform for Kubernetes, aimed at helping enterprises consolidate infrastructure and accelerate the migration of legacy workloads to cloud-native platforms.
Read Post
grafana

How OpenRouter and Grafana Cloud bring observability to LLM-powered applications

Mar 23, 2026 By Chris Watts In Grafana
Chris Watts is Head of Enterprise Engineering at OpenRouter, building infrastructure for AI applications. Previously at Amazon and a startup founder. As large language models become core infrastructure for more and more applications, teams are discovering a familiar challenge in a new context: you can't improve what you can't see.
Read Post
ribbon

Why AI Driven Automation Can't Wait

Mar 23, 2026 By Joni Roberts In Ribbon
Operators today are navigating unprecedented complexity—rising costs, accelerating customer expectations, and increasingly dynamic networks. In this recent video interview, my colleague Kevin Wade and I explore why AI‑driven automation has shifted from a “nice‑to‑have” technology to a core business requirement for telecom operators and beyond.
Read Post
datadog

Annotate traces to improve LLM quality with Datadog LLM Observability

Mar 23, 2026 By Rashel Hoover In Datadog
LLM applications rarely crash. They degrade quietly. Once these applications are shipped to production, subtle quality failures become harder to catch with traditional signals. Tone shifts, hallucinated details, off-topic responses, and incomplete reasoning can emerge while latency and token usage look stable.
Read Post
cloudzero

NVIDIA's Jensen Huang just described your next big cost problem

Mar 23, 2026 By Keith MacKenzie In CloudZero
On March 18, Jensen Huang took the stage at NVIDIA’s GTC conference in San Jose for a keynote that ran well over two hours — covering everything from CUDA’s 20-year history to humanoid robots that may one day wander Disneyland. But buried inside the spectacle was a remarkably clear-eyed articulation of the economic forces now bearing down on every enterprise that builds on cloud infrastructure.
Read Post
cloudzero

How Vibe Coding A Self-Help App Made Me An AI Believer

Mar 23, 2026 By Larry Advey In CloudZero
For longer than I’m proud of, I was an AI skeptic. Then, over the holidays, I vibe coded an app whose sole purpose was to make me a better person. The app is a motivator. It’s programmed to send me timely reminders along certain themes, like reading every day, making healthy eating choices, and giving myself plenty of time to plan for anniversaries and birthdays.
Read Post

70% to 90% of AI Projects FAIL. Here's Why.

Mar 23, 2026 By iOPEX Technologies In iOPEX
Why are so many modern AI initiatives falling short of their ROI? In this episode of iOPEX, Malcolm Lett (Technical Lead) breaks down the critical mistakes companies make when implementing AI and how to choose the right tools for real success. Most organizations treat Generative AI as a "one-size-fits-all" solution, but it’s only one piece of the puzzle. Malcolm explores the four essential domains you need to balance to build a winning strategy.
View Video
VictoriaMetrics

Observability Lessons From OpenAI

Mar 23, 2026 By Pablo Fernandez In VictoriaMetrics
Writing code is moving from the good old IDE into the realm of autonomous AI agents. One example of this is OpenAI, which has been developing internally with 0 lines of manually written code. You can read about their workflow in their engineering blog: Harness engineering: leveraging Codex in an agent-first world. For me, the main takeaway of OpenAI’s article is how AI has rewritten the constraints equation.
Read Post

Copyright © 2026 OpsMatters™. All rights reserved.