The whisper pattern: non-modal, dismissible, contextually timed. A UX hierarchy for proactive AI that surfaces background intelligence without demanding attention.
Direct-to-OpenSearch logging across Flutter, Spring Boot, and Python, correlated by session ID. Plus the MCP server for AI-assisted production debugging.
How we extracted the voice conversation layer from HomeGuild Pro into three open-source Flutter packages with pluggable STT, TTS, and backend adapter interfaces.