Things I build, break, fix, and write about

7 November 2026
Prioritising Microsoft Patch Tuesday August 2026

Microsoft Patch Tuesday August 2026 is one of those releases where the order matters more than the headline count. I would patch the exploited flaw first, then the network-facing RCEs, and only then worry about the tidier backlog.

7 November 2026
Brand abuse detection for checkout page impersonation

Checkout impersonation is often cleaner than people expect, and that is the problem. Once a phishing framework starts swapping content at runtime, the...

7 November 2026
Security Advisory – 07 Nov 2026

Daily security advisory summary for 07 Nov 2026

6 November 2026
SMS lures and exploit trends in triage

SMS lures tell you more than the brand name ever will, and the same goes for threat intelligence newsletters if you read past the noise. I care less...

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26 November 2025
Canva’s AI tools for layered, editable design workflows

Use Canva AI tools to generate layered, editable designs for your homelab. Create templates. Test layers. Automate exports. You keep designs editable and repeatable.

26 November 2025
kopia | v0.22.1

Kopia v0.22.1 enhances the GUI, simplifies parameters, improves testing, and boosts CI/CD practices for better user experience and code quality.

25 November 2025
Integrating AI into financial workflows

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25 November 2025
Preparing your homelab for future robotics applications

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24 November 2025
Android 16 predictive back: enabling and testing it

Android 16 predictive back shows a live preview of the screen you will return to. You can enable it in Settings or Developer options. Test in Chrome or Settings, and follow simple troubleshooting if...

24 November 2025
Creating ethical standards for algorithm design

Build ethical AI algorithms with clear harms, testable metrics and automated checks. You define harms, pick fair objectives, log mathematical choices, run audits and live monitoring. Use structured...

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

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 show the return

Implementing small AI pilots to show the return I keep this practical. AI budgeting is not a spreadsheet trick. It is a series of small bets that either prove value quickly or get cut. Start with...