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Buy vs Build in the Age of AI (Part 1)

A few months ago, I spoke to an engineering manager who proudly told me they had rebuilt their monitoring stack over a long weekend. They’d used AI to scaffold synthetic checks. They’d generated alert logic with dynamic thresholds. They’d then wired everything into Slack and PagerDuty, and built a clean internal dashboard. “It used to take us weeks to prototype something like this,” they said. “Now it’s basically instant.” They weren’t wrong.

Claude Code Security Launch Triggers Cybersecurity Industry Reassessment

On February 20, 2026, Anthropic launched Claude Code Security, an AI-based tool to scan codebases, identify security weaknesses, and provide patching solutions. The Claude Code preview caused a panic that resulted in billions in lost market capitalization among cybersecurity stocks. CrowdStrike shares decreased by 8%, reaching approximately $388.87, while Okta experienced a 9.2% decline and Zscaler saw a 5.5% drop in its stock price. That demonstrates the increasing investor anxiety about AI technology developments that threaten to disrupt established cybersecurity frameworks.

How Operations Teams Protect Profit Margins From Currency Swings

Profit margins rarely collapse overnight. Instead, they erode quietly through small inefficiencies, rising supply costs, logistic delays, and currency fluctuations. The first line of defense for any company expanding globally is the operations team. A sudden movement in foreign exchange markets can seriously influence a company's seamless operations by raising procurement costs, inflating payroll expenses, or reducing international revenue as the currency in which you generate earnings becomes weaker.

Debugging Encrypted Microservice Traffic with Speedscale's eBPF Collector

Production bugs that only reproduce in actual traffic can be some of the most frustrating bugs in software development. You can stare at your logs, add traces to your code, add instrumentation – and still not be able to see the actual requests that went over the wire. And that gets even harder when the requests are encrypted and the system is a black box. You can use tools like Wireshark or Kubeshark to capture the requests.

Spring Boot API Testing: A Practical Guide for Enterprise Teams

Enterprise Spring Boot APIs should be tested at three levels: unit tests for business logic, integration tests for external service behavior, and traffic replay for production edge cases. Most teams only do the first. This guide shows all three using a real Spring Boot application that calls external APIs (SpaceX, US Treasury) with JWT authentication. The kind of service that looks simple in development and breaks in production.

Did ChatGPT take down Claude?

On March 2, 2026, Claude experienced a widespread service disruption that affected users across North America, Europe, Asia, and Australia. The outage quickly drew significant media attention, with numerous technology news outlets reporting on user frustration and downtime. In the early hours of the incident, some commentators speculated that the disruption may have been caused by a sudden influx of new users migrating from OpenAI. However, there is no public evidence confirming that theory.

Attention, Incident Responders! This mobile app makes you an Incident Response Superhero

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When was the term artificial intelligence coined?

Discover when the term artificial intelligence was first introduced and how it shaped the future of AI research and machine learning. This video breaks down the origin of AI and its historical significance in modern technology. About Elastic Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale. Elastic’s solutions for search, observability, and security are built on the Elastic Search AI Platform — the development platform used by thousands of companies, including more than 50% of the Fortune 500.

Enabling Proactive ITOps with Skylar Advisor

By continuously connecting signals across your IT environment, Skylar Advisor turns operational complexity into clear, prioritized guidance. It highlights potential impact, explains why it matters, and delivers clear next steps so IT teams can act early and stay ahead of alerts before they turn into issues.