Al Newkirk
Projects

All Projects.

Facts: Curated Knowledge for Humans and Agents

Most knowledge management systems store information and call it knowledge. Facts adds the step everything else skips: a proposition becomes a fact only when actors accept it, humans and agents participate on the same terms, and the ledger keeps every revision, rejection, and reason.

AI Aug 17, 2026
Git From: Git Repositories as a Module System

Every Git repository is already a package. The only thing missing is an installer that respects "I only want a slice of this."

Bash Apr 9, 2026
Turn-Based Collaboration: Agents with Multiple Personalities

Most AI agent systems delegate tasks downward through orchestrators. Turn-Based Collaboration inverts that model: one agent, multiple personas, sequential turns, and shared state that makes 'done' a consensus, not a declaration.

AI Apr 5, 2026