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Microsoft Secure Score Remediation: Why 50% Is Common, 80%+ Is Exceptional

A practical look at Microsoft Secure Score remediation projects, why most organizations operate in the 45% to 60% range, the security controls that provide the greatest risk reduction, and why pursuing a perfectly engineered security program matters far more than chasing a 100% Secure Score.

Charting and Hardening the Grocery Tracker Dashboard

A follow-up build story on the serverless grocery price tracker: adding Chart.js-powered price trend lines, store comparisons, and category price-change analytics on top of the existing SharePoint-backed dashboard, then spending a second focused stretch of the morning tracking down the reliability bugs that only surface once real filtering and navigation come into play — a stale item dropdown, silent empty charts, and timezone-sensitive date comparisons — and fixing each one with live data-summary feedback built directly into the UI.

MS-102 Is Retiring. The Journey Continues.

A personal reflection on the retirement of MS-102 and the Microsoft 365 Administrator Expert path, Microsoft's shift toward AI Services administration with AB-650, and my plan to pursue AB-650 when it becomes public while also looking ahead to expert-level goals such as AB-100 and the supporting prerequisite certifications needed for the next stage of the journey.

The “One E5 License Enables Purview for the Entire Tenant” Myth

A look at a persistent Microsoft 365 licensing misconception uncovered during a recent tenant assessment, where a single E5 license was believed to justify tenant-wide trainable classifiers, DLP, and other advanced Microsoft Purview compliance capabilities. This post explains why technical enablement is not the same as licensing compliance and why organizations should review who actually benefits from these services.

Productivity Over Perfection: My Home Basement Consulting Lab

A practical look at my three-desk, five-system basement workspace built for consulting, daily productivity, Intune Remote Help, macOS validation, company work, and ongoing learning. This post covers compact desktops, mini PCs, laptops, good screens, ergonomic input devices, APC battery backup, Synology backup, and a Netgear Orbi mesh network with Ethernet-capable satellites at each desk using wireless backhaul for reliable connectivity.

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