deterministic-engine

Rule-based conversational NLP engine & real-time crypto financial calculator built with Next.js 16, React 19, and Binance API

A deduction race against Sköll, the wolf who hunts the sun — name the hidden rune before he does. Built for the DEV 2026 June Solstice Challenge.

Multi-agent TTRPG engine using Two-Path Architecture to solve AI hallucinations. Combines a deterministic Python Rules Engine with LLM-based creative judgment. Verified with 100% Routing and 98% Grounding accuracy. Senior Thesis @ KMUTT FIBO.

Exhaustively tested Conway's Game of Life foundation for a stealth-flight concept: 3D geometry can render the history, but never change the B3/S23 simulation. Not yet a playable game.

Experimental Rust foundations for deterministic simulations, including fixed-step timing and render interpolation; component libraries only, not yet a complete engine or runnable host.

计件工资 AI 核算台：拍照/CSV 导入工票 → AI 预填 → 人工确认 → 确定性 Decimal 引擎出工资条。零依赖（python3 标准库 + SQLite），离线可跑，706 测试。AI 只碰输入端，碰钱的一行代码都没有。

Voice & text stand-in for a phone repair technician with a deterministic safety rule engine & Groq LLM phrasing. Built from salvaged hardware for Rocketathon 2026 (PK2047).

Deterministic Python game engine for the Kaboom card game, designed for simulation, AI experimentation, and reusable game interfaces.

Deterministic legal calculation methodology for Italian LegalTech: damage simulation, Balthazard logic, privacy-preserving legal empowerment.

Flutter and Firebase app prototype for deterministic outfit generation and wardrobe management.

An interactive medical-mystery simulator built as a working demonstration of AI governance — players diagnose under pressure, and error can be fatal.

SUBIT‑BU is a minimal, deterministic system for stabilizing subjective state through six sensory modalities and a single XOR‑based optimization step

청년 주거 금융 의사결정 서비스 · 2026 금융 AI Challenge 개인 참가

Read the water before you paddle out. Real swell, wind and verified tide turned into one explainable, sealed verdict per surf break.

Work an AI deployment review as a queue of contested harm claims, each of which can only advance through a state graph that refuses transitions the evidence does not support.