Operations | Monitoring | ITSM | DevOps | Cloud

How Exchange Uptime and API Reliability Impact Crypto Trading Success

Crypto trading is fast-paced, data-dependent, and highly sensitive to system performance. Yet many new investors focus on fees, coin variety, or user experience long before examining a platform's uptime or API reliability. In reality, the technical stability of an exchange is one of the most important factors influencing trade execution, risk management, and overall user safety. Understanding how uptime and backend reliability affect your outcomes can help you choose the right platform and protect yourself during periods of high market volatility.

What I Learned From Building an eBPF-Based Traffic Capture Application

I just finished building Speedscale’s eBPF-based component to capture and analyze network traffic in a Kubernetes cluster, and it forced me to confront some uncomfortable truths about observability. While there were certainly some challenges along the way, particularly in dealing with Go applications, the approach was relatively straightforward.

How AIOps Helps You Detect Failures Before Users Notice

IT outages shouldn’t come as a surprise, not in 2025! Traditional monitoring tools only react after something goes wrong. By that time, user impact has already begun. AIOps changes the entire equation. With machine learning, the right AIOps platform detects anomalies before they turn into incidents, uncovers root causes in seconds, and removes guesswork from troubleshooting. The result? Less downtime, stronger performance, and IT teams that lead instead of chase.

3 Questions I Expect You to Ask Me

As a product specialist, I’ve had countless conversations about network observability. I’ve seen the good, the bad, and the downright confusing. The market is flooded with vendors, all claiming to have the magic bullet for your network woes. Everywhere I go, the story is the same. The neat and tidy world of the on-premises data center is gone, replaced by a sprawling environment that stretches across multiple clouds, your own facilities, and out to the edge.

Prioritizing Bugs with Sentry Logs

Learn how to use Sentry Logs to measure how often a bug occurs and which users it impacts. In this example, a React Native app with an Express.js backend crashes when the diet value becomes undefined. After identifying the root cause, we use Explore Logs to count how many times users switch their diet to “none,” filter the related log messages, and group results by user type to understand the impact.

Back to the Basics: Why IDAM Still Rules in a Zero-Trust World

Cybersecurity in 2026 is paradoxical. Organizations are spending more on security than ever—Gartner projects global cybersecurity investment to surpass $215 billion this year, a 14% increase over 2025 (Gartner Security Spending Forecast 2026). Yet, data breaches remain relentless. The culprit isn’t always cutting-edge malware or state-sponsored APTs. More often than not, it’s the oldest weakness in the book: unauthorized access.

CI/CD for Go Microservices on Scaleway Kubernetes with CircleCI

Development teams depend on microservices to build, deploy, and scale features independently. Microservices have become the backbone of modern, scalable applications. Scaleway’s managed Kubernetes service (Kubernetes Kapsule) offers a powerful, cost-effective platform for running containerized workloads in the cloud. It’s a great fit for startups and solo engineers who want to focus on shipping features, not managing infrastructure.

How Self-Service Workflows Transform Developer Productivity

Forget the ticket queues and slow handoffs. Harness Workflows let developers spin up services, environments, and everyday ops tasks in minutes. It’s self-service that’s fast, safe, and actually fun to use. A developer once told me, half-joking and half-frustrated, “I spend more time waiting than coding.” It wasn’t the dramatic kind of waiting, like an hour-long debugging session or a blocked deployment at midnight.