// projects
Systems, interfaces, and experiments. The ones I keep coming back to live at the top.
A self-rewriting knowledge base Claude operates as a living second brain — sources rewrite existing pages, contradictions reconcile themselves, and scheduled agents maintain the vault while I sleep.
This site. Portfolio + dev blog built with Astro, a violet-on-dark design system, and the knowledge-graph motif you're looking at.
A measurement rig that scores how well vault search finds the right note — recall@k and MRR over auto-generated question sets, run against the real search engine.
Frontend for an AI-agent CX platform at Mevrik — console, embeddable chat widget, shared UI kit. Shipped to production.