Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Unknown block type "undefined", specify a component for it in the `components.types` option Every conversation about AI and early-career employees seems to start in the same place: will it weaken foundational skills by doing too much of the work? That's a reasonable concern. It's also not the question that ended up mattering most this summer.

A self-hosted password vault runs on infrastructure you control instead of a vendor's cloud, giving you direct custody of encryption keys, backups, and access logs. It trades vendor convenience for operational responsibility: you patch it, you back it up, and you decide who reaches it. For teams with data residency requirements, air-gapped environments, or a board that keeps asking where the credentials live, that trade is usually worth making.

I ran an audit against every MS-ADTS LDAP extended control. Most behave exactly as documented; two stood out for potential offensive use. Both abusing legitimate controls, but neither a privilege escalation: The unifying theme: a documented LDAP control, used as intended at the mechanism level, produces an effect Microsoft's telemetry and most defenders don't expect. Demonstrated against a two-DC cloud.lab (Windows Server 2022, forest functional level 2016). Lab / authorized-research context only.

Most organizations already run something they call role-based access control, yet permissions keep accumulating through ad hoc approvals and unreversed role transfers. RBAC holds up only when roles are designed from business functions and least privilege, validated against effective access first, and maintained through governance tied to HR-driven lifecycle events. Without that discipline, the model drifts back into access sprawl.