Technologist building AI-powered developer tools and precision agriculture systems. Author of MIF and ccpkg open specifications. Creator of git-adr, claude-spec, and open source API tooling.
This week marked a shift in AI tooling: from proprietary silos to open standards. Two specifications launched (MIF and ccpkg) that address fundamental fragmentation problems in AI memory and extension distribution. These are not product announcements. They’re infrastructure plays targeting...
Migrating my own memories from subcog to mnemonic was painful, and both were tools I wrote myself. MIF grew from that experience: an open specification for AI memory interchange that speaks both Markdown and JSON-LD.
AI coding extensions are fragile. Git repos break silently, every session fetches remote state, and configuring MCP servers means editing opaque JSON files. ccpkg fixes this with self-contained archives, lazy loading, and deterministic lockfiles.
On February 5, Anthropic and OpenAI dropped their most powerful models yet, minutes apart. This was not a coincidence. Both companies timed releases to counter the other, signaling that AI development has entered a new phase: deliberate competition over dominance...
Passionate about building robust, scalable systems and contributing to open source software.
Specializing in backend architecture, API design, and developer tools.
Author of open specifications for AI memory interchange and extension packaging.