Leela AI

A self-discovery game where deterministic rules protect the canon and AI creates personal meaning.

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PRODUCT SYSTEM● LIVE

01 / INTENTIONSet contextPlayer goal · language

02 / ENGINEMake a moveDice · 68 cells · canon

03 / SMART AIInterpretCell · intention · history

04 / MEMORYCompressRolling summary · ≈900 tokens

Market & languagesSelf-discovery audience · RU / UK

Year2026

Duration≈3 weeks to production

Full scopeProduct analysis, game engine, AI architecture, Telegram UX, safety, deployment

01 / PROBLEM

The challenge

Every move needed a personal interpretation connected to the player’s intention and previous answers. Sending the entire conversation to an LLM each turn would cost about $0.50 per game and make the core rules impossible to reproduce reliably.

02 / RESPONSE

The solution

We separated responsibilities: a deterministic engine owns the 68-cell Johari board, dice, arrows, snakes and state transitions; a Smart-AI layer owns interpretation. A rolling summary compresses the player’s history to roughly 900 tokens per turn, while fallbacks and a crisis-signal safety layer keep the experience resilient.

03 / SYSTEM