Situation
What had to change
High-stakes communication practice needs durable memory, scenario-specific pressure, quote-grounded feedback, and spoken rehearsal rather than a generic tutor chatbot.
AI and agent systems
Zota AI Communication Practice Console
An AI communication-practice console exploring advisor sessions, structured scenarios, tool-driven simulations, session memory, context compaction, live voice drills, transcripts, and training logs.
Status
public AI training cockpit prototype
public repo / started 2026-04-01
Field signals
agent product architecture / session memory
agent product architecture, session memory, simulation tools, live voice, AI learning workflow
Stack
Next.js App RouterSupabase Auth/PostgresVercel AI SDKAI GatewayGemini Live
Deployment view
This field record connects the operating problem to the software artifact. It keeps the constraints, technical choices, public evidence, and related writing close enough to inspect together.