Episode Details

When Daniel's home server suffered a kernel panic, ChatGPT diagnosed the problem perfectly — missing kernel modules, GRUB errors, the whole works. The repair worked, but it took hours because every single command had to be read off a phone screen and typed into a headless machine in a closet. This episode maps the three approaches to solving that bottleneck: cloud CLI tools with API key auth (like Shell-GPT), local models via Ollama for offline work, and a hybrid strategy that uses a tiny local model just to get the network back up before handing off to a cloud AI for the heavy lifting. Plus, the infrastructure homework you should do before your server ever crashes.