Operations | Monitoring | ITSM | DevOps | Cloud

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

The limits of MCP and how Olly surpasses them

Model Context Protocol (MCP) servers act as adapter layers between clients and AI based workloads. MCP installation into an IDE, such as Cursor, brings a wealth of information directly into the developers primary tool, minimizing context switching and, especially in the world of observability, bringing telemetry closer to the code. MCP is not without its limits. These limits initially seem trivial, but in time, some of the inherent limitations to a basic MCP implementation become apparent.

A 4-Month Bug Fixed in <10 Minutes with Olly

In today’s highly interconnected systems, the subtle relationships between services are rarely obvious. Modern, complex architectures generate telemetry that functions less as “flashing signs” and more as faint “breadcrumbs” to be followed across a vast network of signals. In 2025, about two-thirds of outages involved third-party systems like cloud platforms and APIs.

Get Kafka-Nated S2E2: Viktor Kessler on Apache Iceberg, OSS, and Community

In this episode, we sit down with Viktor Kessler, co-founder of Vakamo, major contributor to Lakekeeper, and organiser of Apache Iceberg Meetup Europe, to explore the evolving world of Apache Iceberg. From architectural deep dives to open-source governance, Viktor shares insights from building an Iceberg REST catalog in Rust, launching a company around open data governance and growing the European Iceberg community from Dublin to Vilnius.

Why Nexthink Intelligence Is a Game-Changer for IT Teams

Nexthink Intelligence transforms digital employee experience (DEX) for modern enterprises. Learn how IT teams can leverage real-time analytics, proactive insights, and automation to improve user productivity, troubleshoot issues fast, and deliver better workplace tech experiences. Learn more at nexthink.com.

Your Downloads Folder Is a Mess? Here's How to Clean It Safely (Even If You're Not Sure What to Delete)

Let's be honest. Almost every Mac user has opened the Downloads folder and felt embarrassed. Years of.dmg files, .zip folders, random screenshots, and installers sit there like a digital junk drawer. You scroll and think, "I might need this someday." So you close it and walk away. The real problem is not knowing what's safe to delete. That fear keeps the mess growing. If you've been searching for how to clear downloads on mac, you are not alone. By the end of this guide, you'll know exactly what to keep and what to toss without the anxiety.

Operational Roadblocks in Scaling Digital Exams

Scaling digital examinations across an institution is often presented as a straightforward technology upgrade. In reality, it is an operational shift that touches governance, infrastructure, assessment design, security, and student support. When these foundations are not aligned, institutions see disrupted sessions, uneven standards, and stakeholder pushback. To scale reliably, you need to identify the operational constraints that surface only when volume, stakes, and diversity of cohorts increase.

Operational Best Practices in Community Association Management

Community associations operate at the intersection of property governance, financial stewardship, and neighborhood stability. As residential developments expand in size and complexity, expectations placed on association boards and management companies have increased accordingly. Transparent budgeting, regulatory compliance, infrastructure oversight, and resident communication now form part of a broader operational framework that directly influences property values and community cohesion.

Top Operational Excellence Consulting Companies: Who's Setting the New Efficiency Standard

Operational excellence stopped being a purely theoretical concept a few years ago. Companies that ignored process maturity paid the price during the pandemic, supply chain crises, and the cost shocks of 2021-2023. The market for operational efficiency consulting is going through a serious reshuffling right now: niche players are carving out their space, while the major firms are embedding AI directly into their diagnostic frameworks.

How Wireless Networks Enhance Operational Efficiency

Network downtime costs businesses around $5,600 per minute according to the Information Technology Intelligence Consulting Corporation. Most companies find out the hard way that their network infrastructure directly impacts profit margins. Wireless networks have shifted from nice-to-have upgrades to strategic business tools. The difference between wired and wireless setups goes beyond cable management. Companies report measurable gains in how fast employees get work done. Maintenance bills drop. Response times during busy periods improve. These aren't small changes either.

Trends Shaping Cross-Border Tech Recruitment in 2026

Here's the reality: distributed engineering teams have moved from bold experiment to business-as-usual. The challenge? Hiring globally in 2026 has gotten messier than ever before. Compliance rules keep morphing beneath your feet. AI recruiting tools that promised to simplify your life have introduced surprising complications.