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.
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...
Implementing AI-Driven Automation in Your Homelab: Best Practices and Pitfalls I treat my homelab like a workshop. I try one idea, break it, and learn fast. AI-driven automation can save hours of...
Microsoft 365 Copilot Integration can increase your subscription cost. Read renewal notices, note old and new charges, and check for legacy plans without Copilot. Save support transcripts, disable...
Configuring Your Mac for AI: A Practical Guide for Windows Switchers I switched from Windows to a Mac for AI work and learnt a few hard lessons. This guide covers the practical bits: system checks,...
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...
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...
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...
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...
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...
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...
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...
