CueNexa Loop + Bee Demo — Turn Conversations Into Follow-Through

Conversations often contain commitments, follow-ups, and decisions that are easy to forget once the conversation ends. CueNexa Loop is an open-source, privacy-first follow-through engine built around Bee. It listens for possible unfinished work during a conversation, clearly marks realtime observations as PROVISIONAL, then waits for Bee’s processed conversation history before creating authoritative persistent state. In this demo: - Bee captures and processes two separate conversations. - CueNexa detects possible commitments in realtime. - Realtime signals remain provisional and are never persisted directly. - Processed Bee history becomes the authoritative source. - CueNexa deterministically correlates related unfinished work across conversations. - The result becomes a persistent local LoopThread. - Restarting the watcher preserves the same thread without creating duplicate changes. CueNexa’s detection, correlation, and persistent Loop state run locally on the Mac. The core does not send conversation content to an external AI service for detection or correlation. Built with Node.js, TypeScript, SQLite, Bee CLI, and deterministic local processing. Open source: https://github.com/mrdzyn/cuenexa-loop Built for the Amazon Developer Build, Ship, Shape Hackathon. Bee remembers conversations. CueNexa Loop remembers what’s still unfinished across them. #CueNexaLoop #Bee #AmazonDeveloper #BuildShipShape #OpenSource #LocalFirst #Productivity #DeveloperTools #TypeScript #PrivacyFirst