Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Most cyber risk appetite statements cannot be breached. A board approves language about maintaining a low tolerance for disruption, the statement enters the policy library, and no observable event in the following three years violates it. A statement no event can cross is a value rather than a control. ‍ Making one testable requires four terms that get used interchangeably and mean different things, thresholds expressed in units something can exceed, and a defined response for when it does.

A support coordinator has a difficult letter to write. The customer record is open in one tab, a consumer AI assistant in another, and the deadline is this afternoon. She selects the record, copies it, pastes it into the prompt box, and asks for a polite draft. Thirty seconds later she has a good letter and a regulatory problem, and nobody in the organization knows about either. ‍ The sequence below traces that single action through to its consequences.

You're reviewing payment flows, the bank has asked for proof, and the audit deadline suddenly feels real. The problem isn't usually that the team has done nothing, it's that nobody has turned day-to-day security work into evidence a card brand, acquirer, or assessor can use. PCI DSS compliance is where that gap gets exposed, and it's why security teams that already run SIEM, XDR, or EDR still get pulled into a separate compliance scramble.

CMMC is a major cost and time commitment, often months long and may cost tens or hundreds of thousands of dollars. A C3PAO checks 320 items tied to 110 NIST SP 800-171 controls. Outcomes: full approval, conditional approval with POA&Ms (usually 180 days), or denial. If denied, fix control gaps, update the SSP and evidence, then reapply. Use proper tools and avoid assessor conflict. CMMC is unquestionably a huge investment.

For Android users, all the photos you take are automatically backed up into Google Photos; the same goes if you have Google Photos on iOS or your desktop devices. But what if you don’t want to automatically back up your Google Photos? Or what if you no longer want to be a part of Google’s business model that profits from your data?

A new Mini Shai-Hulud wave hit keyv and 800+ npm packages. The malware now scans 469 secret locations, including AI agents, crypto wallets, and CI/CD tools.