Rust vs Python for AI/ML: Speed, Safety, and Choosing the Right Layer
Where Rust actually beats Python in AI/ML: raw speed, the GIL, data-pipeline bottlenecks, concurrency, and memory safety, plus where Python still wins.
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Notes on AI security, cloud, and whatever I'm thinking about.
Migrating a Real Project from Poetry or Pipenv to uv
Moving a project from Poetry or Pipenv to uv is a common upgrade path once teams see the install speed difference. This guide makes the case for switching, then walks through the migration step by step.
Read articleBuild a Simple RAG Pipeline with Ollama (No Cloud Required)
A minimal local RAG setup with Ollama and ChromaDB: embed, retrieve, generate, and see where the security risks show up.
Read articleWelcome. Glad you're here.
I built this site as a home for my work, projects, and ideas. I'm open to interesting conversations, whether that's contract security work, a collaboration on an AI product, or just swapping notes on cloud architecture.
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