Code refactoring with AI tools promises to transform legacy systems overnight, but the reality is more nuanced. While AI can’t magically understand your business logic or navigate complex organization
If you’re spending the majority of your day parsing logs, writing one-off scripts, and manually checking system status across dozens of servers, you’re not alone. Many sysadmins lose significant hours
Unlike developers who primarily build applications, sysadmins need AI tools that understand infrastructure context, security requirements, and operational constraints. This guide demonstrates how to i