AI Character-Based Chat System
State-driven progression, media gating, and system architecture for AI character interactions.
Snapshot
Context
The product required believable progression across conversational states with controlled content reveal.
Problem
Naive chat flows failed to maintain coherence, pacing, and user progression over time.
System Model
Designed state machines, progression gates, and adaptive response layers for continuity.
Key Decisions
- Implemented explicit state transitions for progression reliability.
- Introduced gated media unlocks tied to interaction milestones.
- Separated narrative state from response generation components.
Outcomes
More coherent sessions, clearer progression, and improved content control.
Reflection
Reliable behavior emerges when interaction logic is explicit and modular.
Additional Notes
Detailed content can be expanded here later.