Simulation & Interactive Systems

Decision simulations, live interactive prototypes, game-system architecture, and research notes where agents, world state, constraints, traces, and measurable behavior matter more than surface presentation.

Aug 21, 20267 min — Simulation

Two Private Sports Labs, One Evidence Contract

Why I kept Sunday Lab and NBA Lab private, unified their forecasting vocabulary, and published the boundary instead of pretending two local prototypes were live products.

Reader outcome: Reader can separate facts, market observations, forecasts, decisions, and evaluations in a practice system without mistaking a private prototype for a live product or measured outcome.

Why plausible synthetic customer behavior can turn an onboarding simulation into false evidence unless every journey claim has a trace and a real-world validation gate.

Reader outcome: Reader can design an agent-driven CX simulation as a hypothesis generator, with validation gates that keep synthetic behavior from being mistaken for customer evidence.

How Abuela's Unity gameplay loop and supporting web surfaces can share progression state, event contracts, reward rules, and iteration hooks without duplicating game logic.

Reader outcome: Promoted Abuela from a note to an essay by defining a loop architecture that keeps Unity runtime state, web companion flows, reward rules, and content iteration aligned.

A game economy design essay for Hippi Kingdom covering currency loops, sinks and sources, telemetry, a rejected progression model, and the balancing mistake that made hoarding look like engagement.

Reader outcome: Created an economy balancing framework that separates progression health from currency hoarding, making pacing, reward pressure, and retention tradeoffs easier to test.