Operations | Monitoring | ITSM | DevOps | Cloud

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

Mobile vs. Desktop: Choosing the Best Platform for Your ID Scanning Program

Platform selection affects every aspect of your identity verification operations. The decision between mobile and desktop scanning determines hardware investments, workflow design, staff training requirements, and ultimately user experience. Each platform offers distinct advantages while imposing specific constraints that may align or conflict with your operational needs.

From Waste to Asset: Transforming Inefficient Systems into Strategic Business Power

Is your technology working for you or against you? For many business leaders, the answer feels obvious. You see the symptoms every day: frequent downtime, slow performance that grinds productivity to a halt, and a constant stream of frustrating disruptions that pull your team away from their real work. These aren't just minor annoyances; they are significant financial liabilities.

How Laser Welding Connects the Physical Shop Floor to Digital Workflows

Manufacturing is undergoing a major shift. Automation, data analytics, and connected systems have transformed traditional production workflows into highly synchronized digital ecosystems. Yet for many companies, one challenge remains: integrating physical processes with digital operations. This gap often leads to delays, quality inconsistencies, and missed optimization opportunities.

Top 5 WireMock Alternatives Best Practices

WireMock is a popular open source tool for simulating APIs in testing environments through the wiremock server in the wiremock cloud. It allows developers to stub HTTP responses, match requests by URL, headers, and body content, record and play back API interactions, and add configurable delays and errors. WireMock is known for its broad adoption and active community, which contribute to its reliability and ongoing updates.

ShipTalk S4E6 | Beyond the Magic Box: Solving AI Hallucinations with Precision RAG

In this episode of the ShipTalk Podcast, host Dewan Ahmed (Principal Developer Advocate at Harness) sits down with Evgeny Ilinykh (Founder of GuidedMind.ai and former Tesla Engineering Manager) to move past the AI hype and get into the engineering reality of Retrieval-Augmented Generation (RAG). If your AI agents are hallucinating, the problem probably isn't your model—it’s your retrieval layer. Evgeny breaks down how to turn the "black box" of LLMs into a transparent, production-ready system that developers can actually trust.

How to build AI agents with n8n and relaxAI: Live webinar

You have the ideas, now learn how to turn them into production-ready AI agents. Join us on January 21st at 5:00 PM for a live webinar featuring Ben Norris, AI Engineer at Civo, and Sophia McKee, COO at Civo. We will demonstrate how to design, build, and deploy intelligent agents using n8n’s visual workflow automation platform, all powered by secure, UK-hosted infrastructure from relaxAI. You'll learn how to orchestrate tools, APIs, and LLMs to create scalable automations without needing deep coding expertise.

Claude Models Just Landed in Azure: I Opened a Terminal and Tested

Microsoft just added Anthropic’s Claude models to Microsoft Foundry. Instead of reading the press release, I ran a mini-benchmark to see how Claude Opus, Sonnet, and Haiku actually perform with real Python tasks and stdin/stdout workflows. The results will surprise you. Opus was the most complete, Haiku the fastest (and chattiest), and instruction-following was the weak point across the board. If you’re thinking about using Claude in production, read this first.

How to Audit AI-Written Pull Requests Without Burning Out

If it feels like your GitHub notifications are a targeted DDoS attack on your brain, you aren't imagining it. Data from GitHub's Octoverse 2025 report shows an average of 43.2 million pull requests merged every month, a 23% jump from just a year ago. This surge in activity coincides with the widespread adoption of AI tools to write code. The temptation to just click "Approve" on a well-formatted AI-written pull request is higher than ever.

What NVIDIA, Okta, and Warner Bros. Discovery Learned About Scaling AI Operations Beyond the Pilot Phase

One key takeaway from AWS re:Invent 2025 was that a clear gap has emerged between teams still experimenting with AI and those seeing measurable value at scale. In two sessions, PagerDuty customers joined us onstage to explain how they’ve scaled pilots into successful AI operations.

IoT Sensor Data into Graylog: A Lab Guide

Graylog has always been associated with log management, metrics, SIEM and security monitoring—but it’s also a great tool for creative, low-cost experiments in a home lab. I wanted to use it for real-world sensor data, so I built a DIY temperature and humidity monitor using an ESP-WROOM-32 development board and a DHT22 sensor.