Before relying on shutdown, ask for evidence of cessation, access withdrawal, and safe restoration within your assessment scope.
Full guide: https://t.co/k7c86V51qM
#AISecurity#AIAgents#Cybersecurity
An AI agent stop button is a containment claim. To accept it, leadership needs evidence that prohibited effects cease across the deployed workflow, including work outside the parent run.
Restart belongs in the test. Review the backlog, reconcile accepted effects, and confirm cancelled work stays cancelled. A recovered worker shouldn’t automatically regain withdrawn business authority.
Recheck consumption boundaries after changes to routing, retry policy, entitlements, or worker behavior. The public endpoint may stay the same while paid work changes. Full scope guide: https://t.co/ff9xjdPEcu
A valid API request can initiate several paid operations after admission. For agentic workflows, a gateway request limit answers only part of the spending question. Trace the accepted task through workers, models, retrieval, and connected tools.
#AISecurity#APISecurity
Keep observed consumption separate from projected loss. State the assumptions behind any cost estimate, including contract rates and delayed billing. Retest the control failure and legitimate completion so the fix supports a usable product.
General framework guidance here, not legal or audit advice. Confirm specifics with your QSA, auditor, or counsel for your scope.
Full RACI model + evidence-gate breakdown: https://t.co/JGLh3aE3NH
A pentest report rarely fails because the findings were unclear. It fails because nobody owns the fix.
Here's a 30-day model for assigning ownership before your retest window closes.
Before your next report lands, decide 4 things in advance: who's the Executive Sponsor, what's your SLA, when does your retest expire, what counts as "closed."
Decide once. Not during the scramble after a report shows up.