I've been running Linux systems since the late 90s — started with an ISP in Brazil. Not a developer by trade, but I use AI to ship things: a graph database (sqlitegraph), a codebase indexer (magellan), CFG analysis, agent infrastructure. The ops background shaped what I build — local-first, no servers, open the DB with sqlite3 and see what's inside.