TL;DR Elon Musk says work will be “optional” in 10-20 years. I think he’s half right: work won’t disappear—it will transform into managing AI workforces instead of doing tasks yourself. The “couchpreneur” is someone running real businesses from a laptop by hiring, training, and directing teams of AI agents—not by grinding 18 hours a day. … Continued
Server Rack // Blog
Technical deep-dives, debugging stories, and infrastructure chronicles
The Context Paradox: Why Less is More for AI Agent Performance
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Developer Productivity
Optimization
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6 min read
How strategic context restriction dramatically improves AI agent effectiveness. Discover why giving AI agents MORE context often makes them perform WORSE, and how to fix it.
Real-time Monitoring for AdGuard Home Sync: A Production Enhancement
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Homelab
Projects
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5 min read
How I enhanced an open-source DNS sync tool with real-time monitoring and deployed to production in a single day. Go backend, JavaScript frontend, zero new dependencies.