Over a few weeks of using Qwen 27B through the Pi coding agent, this person built a custom chat interface, an mp3 server/player, and a control-panel dashboard for checking RAM and storage and switching services on and off. They also have it run basic security checks and verify firewall configuration. Tellingly, the very first thing they tried — organizing a messy desktop and downloads folder — was also one of the wins that convinced them it was worth continuing, even though it's not a 100% success rate.
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