Things I build, break,
fix, and write about

31 October 2025
AI
Detecting fake expense receipts with AI analysis

Use layered controls to stop fake expense receipts. Run AI detection systems with metadata checks, file integrity monitoring and bank matching on your expense claims. Automate low-risk checks and escalate ambiguous claims for review. Log hashes, model versions and reviewer decisions for your audit trail.

Read more
30 October 2025
AI
Understanding cost management in AI data centres

Data Centre Costs matter for homelabs. You will learn to measure power, track utilisation and budget for spares. Use automation and containers to cut waste. Plan replacements and test scenarios to protect your budget.

Read more
30 October 2025
AI
Configuring Microsoft privacy settings amidst government

Configuring Microsoft privacy settings amidst government scrutiny I walk through practical steps to harden Microsoft privacy settings while political pressures press on large vendors. I focus on what you can change in Windows, Edge and cloud controls. I explain trade-offs between compliance, contracts and user privacy. Read this as a checklist, not a manifesto. Navigating […]

Read more
29 October 2025
AI
Data protection strategies for modern IT infrastructure

Learn practical backup patterns for small teams and tight budgets. You map critical data, set RTO and RPO, choose local and offsite copies, and automate jobs. Test restores regularly and keep manifests and runbooks in source control for repeatable data protection.

Read more
29 October 2025
AI
Resolving restart loops in Proxmox environments

If you face Proxmox crashes and restart loops, start with logs and check your hardware. Gather exact kernel messages and timestamps. Test RAM and PSU, boot an older kernel and run memtest86 and stress tests. Document results and monitor for 24 to 72 hours.

Read more
28 October 2025
AI
Mitigating VM downtime post Proxmox host migration

Proxmox VM migration can leave services unreachable. Switches may hold old MAC or ARP entries. Use these checks and fixes to restore your access fast. Flush ARP and bridge FDB entries. Send gratuitous ARP from the VM or host. Clear the switch MAC table. Test connectivity and monitor for repeats.

Read more
28 October 2025
AI
Choosing between Proxmox and ESXi for virtual machines

Choosing between Proxmox and ESXi for virtual machines I built an SFF PC homelab and ran an ESXi box for eight years without hypervisor crashes. Now I am choosing between Proxmox and ESXi for a new SFF PC that will run about ten virtual machines, including WordPress, WireGuard, Home Assistant and a large personal database. […]

Read more
27 October 2025
Automation
Creating a Telegram bot for Proxmox notifications

Learn how to set up Telegram alerts for your Proxmox cluster with this step-by-step guide. Get real-time notifications and optimize monitoring effortlessly!

Read more
27 October 2025
Deals
Logitech G G29 SE Driving Force Racing Wheel + 2 more Amazon tech bargains

Discover the Logitech G G29 SE Racing Wheel and more in this week's Amazon deals roundup.

Read more
27 October 2025
AI
Setting up smart light bulbs for home automation

Learn how to pick, test and connect smart light bulbs for reliable home automation. You get protocol choices, hub pairing steps, scene design tips and troubleshooting checks. Follow practical checks and avoid common pitfalls to keep local control predictable.

Read more