Operations | Monitoring | ITSM | DevOps | Cloud

A traffic spike used to mean good news. Now, it's just as likely to mean a scraper found your pricing page or a credential-stuffing script started hammering your login endpoint at 3 a.m. Most teams treat this as a security problem and hand it off accordingly. That's a mistake, because by the time it reaches security, it has already cost engineering time, compute budget, and a fair amount of sleep.

Picking a cybersecurity budget can feel like guesswork, and for a lot of business owners, it kind of is. There's no single number that works for every company, since so much depends on size, industry, and the level of risk you're willing to take on. That said, there are patterns you can follow. This article breaks down what actually shapes a cybersecurity budget, how much other businesses typically spend, and how to build a plan that grows with your risk rather than lagging behind it.

A failed fire inspection can stop work on a job site for several days. Every day the site does not run, there are costs. The job still has to pay for workers, equipment, and other charges. Many superintendents know that a fire watch is needed at times. Not as many know that NFPA 241 tells exactly when you need it, how long it should be done, and who can be the person in charge.

Containers have changed how applications are built and deployed, but they have also made security visibility more difficult. Workloads are short-lived, services communicate constantly, and application behavior is distributed across containers, nodes, APIs, processes, and open-source dependencies. This is why many security teams are pairing eBPF with application-level runtime security. eBPF observes activity from the Linux kernel without requiring teams to modify every application, while runtime application security explains which code caused that activity.