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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

How to Build AI-Native Security Resilience (And Finally Get Developers And Security On The Same Team) | Harness Blog

Developers and security professionals have struggled to get on the same page for what seems like forever and AI is only making that divide larger, according to results from our State of AI-Native Application Security 2025 research report.

The post-mortem problem

Post-mortems are one of the most consistently underperforming rituals in software engineering. Most teams do them. Most teams know theirs aren't working. And most teams reach for the same diagnosis: the templates are too long, nobody has time, and nobody reads them anyway. These aren't wrong observations. But they're symptoms, not causes. The actual problem is that somewhere along the way, the post-mortem stopped being a piece of communication and became a compliance artifact.

Beyond "Reactive" Accessibility: Meeting the 2026 ADA Title II Mandate in Higher Ed

For decades, digital accessibility in state-funded higher education has largely been a "reactive" game. If a student with a visual impairment reported an issue with a tuition portal, the university would scramble to provide an accommodation. As long as the institution could show "meaningful progress" toward compliance, it was generally shielded from significant legal repercussions. That era is officially ending. The U.S.

The Ultimate Black Friday Technical Checklist: Prepare your infrastructure for Black Friday

Updated March 03, 2026 One of the things that keep online shop owners awake at night is – will my website withstand the Black Friday traffic? As this is one of the most important days of the year, a downtime of even a few minutes can translate into thousands of dollars in losses. This is why we’ve decided to come to your aid with a hands-on article where we discuss the most common Black Friday problems eCommerce websites should avoid, and how you can avoid them.

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.
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The art of software engineering management

Like any leadership role, leading an engineering team in a mature, compact company like Raygun comes with both honor and responsibility. Leading a major development project is a bit like conducting a symphony orchestra, where every individual plays a crucial role and has a great impact on the work they release to customers and end-users.

What does investigation look like when data lives in multiple tools?

War rooms don’t fix fragmentation. They expose it. Incident hits. App checks traces. Infra checks hosts. Cloud checks dashboards. Network checks packets. Everyone sees their layer. No one sees the system. So we guess. Rollback. Add capacity. Freeze change. The noise stops. The constraint doesn’t. Modern failures don’t live in tools. They live in dependencies. If your platform can’t follow a transaction across hybrid and AI infrastructure — to the exact constraint — you don’t have observability.

Data Sovereignty: What Infrastructure Leaders Must Know

Data sovereignty refers to the principle that data is subject to the laws and governance of the country in which it is stored or processed. Put simply: where your data lives determines who has jurisdiction over it. This isn’t a new concept, but the urgency around it has intensified significantly. The geopolitical climate has pushed governments to treat data infrastructure as a strategic national asset. The EU has GDPR with strict cross-border transfer restrictions.