Phase 4 – Tools and Architecture The DLP Tooling Decision Model. Overview Every DLP team eventually hits the same question: where should DLP incidents live? Defender XDR? SIEM (e.g. Sentinel)?...
Read moreThe pattern: User + agent + intent binding (so investigations stop being archaeology ) Part 1 ended with the uncomfortable truth: audit identity is not the same thing as agency....
Read moreIdentity vs agency (and why your audit log suddenly feels… philosophical) At some point, every organization running agents hits the same moment: “Why did I do that?”“You didn’t.”“The audit log...
Read moreLogging is one of those things every application needs, yet most teams treat it like an afterthought. They install a package, copy a config block from some sample, and hope...
Read moreIf you’ve ever opened Application Insights during a production incident and felt that sinking feeling — the one where you realise your logs can’t answer even basic questions — you’re...
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