Vinay Vobbilichetty

Distributed systems, LLM platforms, security automation

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Three Chat Template Patterns That Silently Kill Your Prompt Cache May 14, 2026

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aisoc: One LLM, Eight Hats, A Production-Bar AI SOC on a Single GPU
iocflow: The Whole IOC Lifecycle, and the LLM Never Gets the Final Say
The Day My AI SOC Went Quiet
find-evil: Teaching a Forensic Agent to Catch Its Own Hallucinations
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