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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24 January 2026
Tightening Siri on iPhone, iPad and Mac

Siri configuration for iOS 27 reduces latency and protects your data. Update your device, trim app permissions, enable on-device processing if available. Use short voice shortcuts and local actions....

23 January 2026
Measure productivity gains before spending heavily

I run a homelab, and I test new tools before they stay on the shelf. An AI plan for a homelab should work the same way. Treat AI as something to measure, not a buzzword to collect. If you measure...

23 January 2026
Implementing ethical AI principles in Claude

I build homelab projects the blunt way: pick a clear goal, add minimal kit, test until it behaves. Ethical AI principles in Claude work the same way. The useful bit is turning broad rules into...

23 January 2026
Establishing a secure backup system for your homelab

Discover essential strategies for creating a secure and reliable backup system. Protect your data with practical tips on encryption, scheduling, and access control.

22 January 2026
Oral-B iO2 Night Black Electric Toothbrush + 2 more Amazon tech bargains

Discover the Oral-B iO2 Night Black Electric Toothbrush and two more tech bargains on Amazon.

22 January 2026
Troubleshooting LSI RAID issues in Proxmox with CLI

Discover effective strategies for managing LSI RAID in Proxmox using CLI tools. Learn how to troubleshoot and optimise your RAID setup for improved performance.

22 January 2026
Weekly Tech Digest | 22 Jan 2026

Stay updated with the latest in tech! This digest covers AI ethics, auto industry shifts, and the impact of politics on technology, exploring today's pressing issues.

22 January 2026
Implement session reminders with .bashrc on Proxmox

Enhance your Proxmox SSH experience with this simple .bashrc tweak! It monitors screen and tmux sessions, ensuring you never leave detached sessions behind.

21 January 2026
Migrating from UFW to Proxmox VE Firewall: the key steps

Proxmox VE firewall migration guide for your homelab. Remove UFW from containers before enabling the Proxmox VE firewall. Apply rules in small steps, allow SSH and web ports first, then test each...

19 January 2026
Keep backups and recovery plans for Proxmox upgrades

Upgrade your Proxmox server safely with best practices for package management. Avoid disruptions and securely manage your upgrades to prevent costly mistakes.