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Boris Zarinski

/u/borcezarinski

I take products from a blank directory to production - full-stack architecture, AI agents and orchestration, and design that makes software feel alive.

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May 25, 2026 · 411 reads · 5 min

7 Filesystem Patterns That Make AI-Native Systems Actually Reliable

Your AI app works in dev but hallucinates in prod. Tracing failures across agents, models, and tools is like finding a needle in a haystack of black boxes. There's a pattern from Unix that makes every failure visible, every decision auditable, and every fix reproducible — without rewriting your stack.

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