This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.

AI agents are powerful, but without a strong control plane and hard guardrails, they’re just one bad decision away from chaos.

I'd rather keep voice notes to myself.

Learn how to secure Model Context Protocol (MCP) deployments with post-quantum cryptography and agile policy enforcement for LLM tools.

Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.