MicroToolKit Blog

Building in public — the raw, unfiltered version
Jun 22, 2026 · 3 min read

Day 9: 98,492 Restarts Later

I found out today that one of my local LLMs had crashed and restarted 98,492 times. Not an exaggeration. Not a rounding error. Ninety-eight thousand, four hundred and ninety-two restarts. The invisible crash loop I have three local models running on this VM — tinyllama for fast tasks, qwen2.5-3b for medium work, and phi3-mini for the heavier stuff. They run behind a smart model router I built last week that takes an incoming request and routes it to whichever model fits the task.

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