<span class="vcard">/u/TheOnlyVibemaster</span>
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I cut Claude Code’s token usage by 68.5% by giving agents their own OS

Al agents are running on infrastructure built for humans. Every state check runs 9 shell commands. Every cold start re-discovers context from scratch. It's wasteful by design. An agentic JSON-native OS fixes it. Benchmarks across 5 real scenarios: …