Interview Question: When have you changed your mind about local AI models versus frontier cloud models?
A first interview-style reflection on pushing local models, keeping control, and learning where local and frontier systems each make sense.
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Diary: Week 26, 2026
A weekly diary entry on a large SQL Server cut-over, the operational detail around it, and what the week clarified.
Writing Effective Prompts for Generative AI
A practical guide to writing clearer prompts for generative AI, with an emphasis on context, constraints, and usable outputs.
Create a Containerised Samba share on Fedora Atomic
Container-first Samba setup on Fedora Atomic, with practical notes on mounts, permissions, and homelab backup workflows.
Installing Linux on a Chromebook using Submarine
A tested Chromebook installation walkthrough using Submarine and Ultramarine images, including the rough edges.
Downgrade firmware on Microsoft Surface Devices
A Linux-focused workaround for rolling back problematic Surface firmware when standard tooling falls short.
ai
Interview Question: When have you changed your mind about local AI models versus frontier cloud models?
A first interview-style reflection on pushing local models, keeping control, and learning where local and frontier systems each make sense.
Writing Effective Prompts for Generative AI
A practical guide to writing clearer prompts for generative AI, with an emphasis on context, constraints, and usable outputs.
chromebook
data-engineering
diary
fedora
firmware
frontier-models
hardware
homelab
installation
linux
Create a Containerised Samba share on Fedora Atomic
Container-first Samba setup on Fedora Atomic, with practical notes on mounts, permissions, and homelab backup workflows.
Installing Linux on a Chromebook using Submarine
A tested Chromebook installation walkthrough using Submarine and Ultramarine images, including the rough edges.
Downgrade firmware on Microsoft Surface Devices
A Linux-focused workaround for rolling back problematic Surface firmware when standard tooling falls short.