Operations | Monitoring | ITSM | DevOps | Cloud

The AI Zero-Day Wave Is Here. Is Your Logging Infrastructure Ready?

Last week, the cybersecurity industry received a signal it cannot afford to ignore. Anthropic announced Claude Mythos Preview: a general-purpose frontier AI model that, without any explicit training for the task, autonomously discovered and fully exploited zero-day vulnerabilities across every major operating system and web browser. Not theoretical capabilities.

Tracing a Slow Request Through Your Django App

Slow endpoints are difficult to detect because they don’t fail. They simply get slower and slower. Average latency may look fine, but that can be misleading. That’s why we need to look at other values, like p90 and p95, which often reflect what’s really going on. For example, p90 represents the slowest 10% of requests, and p95 represents the slowest 5%. When these values increase, users start experiencing delays.

The Trust Layer: Why Enterprise AI Needs a Gateway Before It Needs More Models

Enterprise AI does not have a model problem. It has a trust problem. Before organizations invest in larger models or additional agents, they need a control layer that governs how those agents operate inside production systems. Without that layer, autonomy does not scale. If you talk to any enterprise leader right now, you’ll hear the same question.

The leadership transitions nobody warns you about

Most engineering career advice treats the leadership track as a ladder where each step is a slightly bigger version of the one before it. That metaphor is the reason so many career transitions go sideways. IC, manager, director, and VP are four different jobs. Each has its own failure modes, its own definition of what counts as your work, and its own relationship to the code. The skills that earn a promotion to one level are rarely the skills that make someone effective at the next.

5 Best Website Monitoring Tools in 2026

The five best website monitoring tools in 2026 are Hyperping (all-in-one monitoring with on-call and status pages), Better Stack (monitoring plus logs and traces), UptimeRobot (budget-friendly with a generous free tier), Uptime.com (enterprise SLA reporting and synthetic monitoring), and Datadog (large-scale infrastructure monitoring). I tested 15 tools over three weeks, measuring check speed, alert accuracy, integration quality, and real-world pricing at different scales.

The Hidden Cost of Disconnected Order Writing and Back-Office Workflows

Across wholesale selling, a lot of order friction starts in places teams stop noticing. A rep may submit an order from the road, then operations has to re-enter quantities, fix payment terms, or confirm pricing before accounting can invoice it. Product details, customer records, and promotions often live in separate places, so the same order can look different depending on which team opens it.

Why Users Route Value Across Blockchains: What USDT to TRX Reveals About Infrastructure Design

Modern infrastructure is increasingly defined by distribution, but not all distributed systems behave the same way. In traditional environments, fragmentation is often abstracted away orchestration layers, unified APIs, and centralized observability tools create the illusion of a single execution context. Users interact with the system, not with its underlying topology.

SMT Printing Accuracy: Key Factors Affecting Print Quality

In the fast-paced world of electronics manufacturing, Surface-Mount Technology (SMT) stands as the backbone of modern assembly lines, driving the production of everything from the latest smartphones to cutting-edge medical devices. However, beneath the surface of these high-performance products lies a critical process that can make or break their success: solder paste printing. While it may seem like a simple step, the precision required in this phase directly determines the quality and reliability of the final product.

From Field Needs to Engineering: How SkyCraft Develops Combat FPV Drones in Ukraine

The war in Ukraine has fundamentally changed the way military technology is developed. Drones are no longer a supplementary tool - they have become one of the central elements of modern warfare. SkyCraft is a Ukrainian manufacturer that builds combat FPV drones not in isolation from the battlefield, but in direct dialogue with it. The company's approach is rooted in a simple but powerful principle: engineering decisions must follow real field needs, not the other way around.

Scaling Technical Research: Integrating Proxies into Your Data Operations (DataOps) Pipeline

In the world of Big Data, success depends on more than just algorithms. The quality of the incoming data stream is crucial. When a company scales its technical research, it inevitably encounters barriers such as CAPTCHAs, geoblocks, and anti-fraud systems.