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By Thomas Byern

Self-hosting without panic (0/12): Start here — the calm 12-part Linux runway

By Thomas Byern

AI without illusions (0/20): How to use this course, and what “not vibe-coding” actually means

By Thomas Byern

Self-hosting playbooks: checklists, setups, troubleshooting

By Thomas Byern

AI in practice – collection: Tools, agents, workflows, and engineering judgment

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By Thomas Byern In self-hosting

Podman for self-hosters: What it is, how it differs from Docker, and when it makes sense

self-hosting
AI without illussions (3/20): Context windows, memory, and why models seem to forget
The real AI workflow stack: Model, harness, tools, memory, rules, and execution
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