Simulation
Agent-Based Modeling in Tokenomics
When spreadsheets aren't enough: agent-based modeling for stress-testing tokenomics. Python code, charts, and result analysis.
Case Study: Clicker Game Economy with Revenue-Share via Smart Contract
GameFi clicker tokenomics: tokenized revenue, Uniswap v2 liquidity pool, and layer-mining mechanics. Allocation breakdown, unit economics, and simulation.
DeFi Risk Management: Simulation, Monitoring, and Parameter Optimization
DeFi risk management: vulnerability detection, risk oracles, and parameter simulation. Gauntlet, Chaos Labs, VaR formulas, and cascade liquidation mechanics.
Tokenomics Simulations: Monte Carlo to Agent-Based Models
Simulation methods for tokenomics: sensitivity analysis, scenario analysis, Monte Carlo, agent-based modeling. Python code, charts, and method comparison.