I helped build one of the frameworks this book references — MITRE ATT&CK was an attempt to give defenders a shared language for how adversaries actually operate. I’ve spent the years since tracking those adversaries in practice: nation-state campaigns, ransomware operations, zero-days that moved faster than the teams trying to contain them. And across every role — analyst, team lead, researcher, executive — the same problem kept showing up.