Personal Context Infrastructure: The Repos Are Public
Last week I wrote about building toward sovereign AI - infrastructure that keeps your data local while letting AI actually help you. Today the repositories are public. Here's what's in them...
Last week I wrote about building toward sovereign AI - infrastructure that keeps your data local while letting AI actually help you. Today the repositories are public. Here's what's in them...
I've been spending evenings and weekends on something that might sound idealistic: infrastructure for personal data sovereignty. But I'm not building it because I think it'll definitely work. I'm building it because the alternative - doing nothing - seems worse.
The Model Context Protocol (MCP) promises to be the "USB-C" of LLM integrations; simple, universal, and "extremely easy to build." Yet a fundamental disconnect exists between its security guidance and how authentication works in production systems. This isn't just a theoretical concern; it's creating an ecosystem where even official implementations can't follow the stated best practices.