Things I build, break, fix, and write about

23 April 2026
Safe methods for Copilot removal across Windows applications

Windows has a habit of putting Copilot back after updates, so I check policy first, then the package itself. If you need to remove Microsoft Copilot from Windows properly, the trick is knowing which layer is actually responsible, rather than ripping out the wrong bit and making a mess.

23 April 2026
Security Advisory – 21 Apr 2026

Daily security advisory summary for 21 Apr 2026

22 April 2026
Configuration management prevents home lab drift

Cheap kit only stays cheap if the software side stays disciplined. A home lab software stack turns into a mess the moment settings live in web forms...

22 April 2026
Security Advisory – 20 Apr 2026

Daily security advisory summary for 20 Apr 2026

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23 November 2025
Implementing on-device AI for privacy in home labs

On-Device AI keeps models and data on hardware you control, protecting privacy in your home lab. This guide shows you how to set up local inference, secure storage and network isolation, with...

23 November 2025
Weekly Tech Digest | 23 Nov 2025

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.

23 November 2025
Mitigating AI misalignment in your homelab setup

AI Misalignment can alter behaviour in your homelab without checks. This guide gives practical steps you can apply today. Contain models, block network access where possible, log prompts and responses...

22 November 2025
Implementing small AI pilots to demonstrate ROI

Maximising AI Budget: Practical Strategies for IT Service Management in the UK I keep this practical. AI Budgeting is not a spreadsheet trick. It is a sequence of small bets that either prove value...

22 November 2025
Assessing Windows 11 compatibility for medical devices

Check Windows 11 compatibility before you upgrade medical devices. Record exact error messages, capture screenshots and event logs, and run TPM and Secure Boot checks. Keep vendor responses and...

21 November 2025
Minimise attack surfaces on Microsoft Exchange Server

For Exchange Server security, reduce your exposed services. Remove unused roles, lock down IIS, disable legacy protocols and isolate admin accounts. Use dedicated admin workstations, enforce MFA, keep...

21 November 2025
Implementing regional redundancy after the AWS outage

Rebuilding Resilience: Lessons from the AWS Outage for Your Homelab Architecture The recent AWS outage exposed how a single automation bug in DNS can cascade through services and stop everything. I...

20 November 2025
Optimising software configurations for Windows 11 24H2

Configure Windows 11 Insider Previews for steady test results and fast recovery. Back up your data, choose an appropriate Insider channel, limit background apps, and monitor performance. Follow clear...

20 November 2025
Deploying secure AI services on Apple Private Cloud Compute

Configuring Apple’s Private Cloud for Secure AI Services I show how to deploy private, privacy-focused AI on Apple Private Cloud Compute. The aim is simple: run models inside Apple Private Cloud AI...

19 November 2025
Use Microsoft Privacy Dashboard for data oversight

Use the Microsoft Privacy Dashboard to control account data. Adjust Windows 11 privacy settings, clear activity, and limit personalised ads. Verify changes in Settings. Sign out of Copilot or unlink...