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WRITING

Notes on AI infrastructure, systems, and inference

Apr 10, 20258 min read

Building Kernex: Zero-Trust Execution for AI Agents

Architecture decisions, Rust patterns, and why zero-trust matters for agentic systems.

RustSecurityAI Agents
Mar 15, 20256 min read

The Real Limits of Local LLMs on an RTX 4070 8GB

What actually fits, what doesn't, and how to get the most out of 8GB VRAM for production inference.

LLMHardwareInferenceSGLang
Feb 20, 20257 min read

Text-to-SQL on Schemas That Don't Look Like Textbooks

Why most Text-to-SQL systems fail in production, and the architecture decisions behind Mercer.

PythonLLMSQLSGLang