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A Late-Night Beszel Setup Exposed One Docker Monitoring Tradeoff
I opened henrygd/beszel during a short coding break because I wanted something lighter than a full observability stack for a few self-hosted servers. The pitch is attractive: a Go-based hub, small agents, historical metrics, Docker statistics, and alerts without immediately pulling in a database...
Local AI for Submitting Job Applications
I've submitted almost 200 job applications over the course of almost 5 days using only local AI. I can't talk too much about the tech stack here (it's running at this very moment! ).
UK based AI training data is on the rise
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Model Drift Is Computational Evolution
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RLHF Creates Algorithmic State Conflict
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Why Your Counter Shows 847 Instead of 1000 (Race Conditions, Explained)
Two threads each increment a shared counter 1,000 times. You expect 2,000. You run it — and get 1,847.