Operations | Monitoring | ITSM | DevOps | Cloud

Learn how Megaport Webhooks deliver real-time events to your tools, enabling faster responses, automated workflows, and less manual work. The tools that run modern infrastructure operations, SIEM platforms, IAM solutions, and CI/CD pipelines are built to act on events as they happen. But the problem with this approach is that finding out what has changed on your account has always meant asking by either polling the API on a schedule, or waiting for an email response.

In April, Anthropic disclosed that its new AI model, Claude Mythos, had found a vulnerability in OpenBSD that survived 27 years of human review. Mozilla used the same model to find 271 security flaws in Firefox in a single evaluation pass.

In this series, we have talked about how generative AI is shifting the landscape of software creation. In The New Software Creator, we explored how AI expands who can write code. In When Anyone Can Build Software, Deployment Governance Is What Keeps It Safe, we looked at why the deployment pipeline is the ultimate control point. Finally, in Security at Scale: What Changes When Everyone Can Deploy, we dug into the technical realities of patching, container hygiene, and identity management.

Let’s say you want a Matches condition that picks up “prod”, “PROD”, and “Prod”, so you write ‘Matches: (?i)prod’ and check it in an online regex tester before publishing. It looks fine. Python accepts it, and so does JavaScript. Dimension Studio used to accept it too, and the rule is published. Then your data stops updating. The new pattern is what’s keeping it from materializing, but nothing tells you that.

How to recover deleted OneDrive files: the recycle bin, the 93-day window, restoring your whole OneDrive, and how admins get back a departed user's files.