Product workflow
A co-host loop the streamer can direct, interrupt and inspect.
Prepare a segment, run it live, preserve continuity, choose a provider and keep the limits in view.

INTERACTIVE WORKFLOW · 01–05
One segment from plan to recovery
Open each stage to see what Kira does and what remains human-owned.
01Prepare the segment
Set the topic, angle, boundaries and optional editorial cards before going live.
02Direct the live turn
PTT, Direct and chat context can steer the next response; host input keeps priority.
03Continue or recover
Agenda state and provider fallback help the segment continue without hiding a failure.
04Choose local or cloud
Use Ollama for tested local configurations or BYOK for cloud. Model behavior is configuration-specific.
05Stop with control
Pause, redirect or close the segment when novelty, factual confidence or live rhythm drops.
Operational surfaces
- Agenda
- Prepared, semi-autonomous continuity with human editorial control.
- Direct / PTT / chat
- Explicit inputs that can interrupt or redirect the current flow.
- Memory and recovery
- Context handling and provider transitions designed to preserve a session.
- BYOK and Ollama
- Cloud and local paths without claiming every model behaves equally.
CTK ABANDONED / TAURI SOURCE OF TRUTH
From abandoned prototype to source of truth
Since mid-July 2026 the Tauri app is the source of truth: the improved, stable version of the product. CustomTkinter (CTK) was a functional prototype, fully abandoned (Legacy Unstable) without the interruption improvements.
- Agenda continuity
- CTK · ABANDONED PROTOTYPE
Prototype evidence without interruption improvements
- TAURI · SOURCE OF TRUTH
Source of truth: improved and stable
- Stream reactions
- CTK · ABANDONED PROTOTYPE
Functional but irregular prototype behavior
- TAURI · SOURCE OF TRUTH
Source of truth: current development
- Memory and chat
- CTK · ABANDONED PROTOTYPE
Functional prototype behavior
- TAURI · SOURCE OF TRUTH
Source of truth: improved and stable
- User experience
- CTK · ABANDONED PROTOTYPE
Abandoned prototype
- TAURI · SOURCE OF TRUTH
The current product interface
HUMAN CONTROL REQUIRED
Where the host must stay involved
- Circularity and factual discipline remain open research questions, not established product conclusions.
- Factual reliability and host-review boundaries require dedicated research before product claims.
- Streaming behavior has not been validated with external creators or audiences.
- Sensitive or regulated topics require human factual review and control.