Automation
Operator notes tagged Automation. Other clusters live on their own pages — no client filter.
AutomationA macro dashboard built by a multi-agent ensemble on DuckDBBeat rate is a first derivative. A DuckDB panel plus a three-family ensemble reads acceleration — with a falsifier on every scenario.Read →AutomationMulti-dimensional portfolio stress-testing against liquidity shocksVaR is calm-weather maths. A 12-by-6 shock matrix and a 60 percent margin ceiling show where a book dies in a liquidity event.Read →AutomationPWA and Telegram Mini Apps: mobile without the app storesA catalog, a booking flow, or a request form rarely needs an app-store cycle. One codebase can live as a PWA and a Telegram Mini App.Read →AutomationAn appointment bot that talks to the CRM in real timeA lead form collects a phone. An appointment bot reads live slots, locks one, and writes the CRM before anyone calls back.Read →