Things I build, break, fix, and write about

1 September 2026
Privacy boundaries when AI touches government records

AI governance gets awkward fast when government records are involved, because the model is rarely the problem. The problem is the sloppy boundary around it, the sort I have seen quietly turn a harmless prompt into a route through records nobody meant to expose.

1 September 2026
Metadata schema choices for content libraries

Structured metadata only works when it matches how people actually retrieve content. I have seen neat schemas fail as soon as the library meets real...

31 August 2026
Federation trade-offs in self-hosted social feeds

Federation looks tidy until you let it touch the edges, and then the odd cases arrive fast. I prefer self-hosted social feeds that stay explicit about...

31 August 2026
FireAvert Z-Wave stove shutoffs for offline safety

FireAvert’s setup does the part that matters without asking Home Assistant to babysit it, which is exactly how I want stove protection to behave. The...

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27 January 2026
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27 January 2026
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26 January 2026
Integrating AI features into a Windows 365 setup

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26 January 2026
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25 January 2026
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25 January 2026
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25 January 2026
Remote work network policies that keep the LAN tidy

Remote Work Network Configuration guide shows how to set VLANs by role, configure DHCP pools and secure remote access. You get concrete VLAN IDs, DHCP ranges, and test steps to verify isolation. Apply...

24 January 2026
CVE-2026-20045 and what it means for Cisco UC security

I read the Cisco advisory and the public reports on CVE-2026-20045. It is a remote code execution flaw in Cisco Unified Communications products, and it is being actively exploited. The sensible...