The Problem
The rise of AI coding tools has created uncertainty about the future developer job market. Predictions range from 'developers are obsolete' to 'demand will skyrocket' -- but lack rigorous simulation models.
The Solution
Built a multi-agent market simulation with 168 rounds and 1,484 total actions modeling how AI coding tools affect developer demand. Key finding: demand bifurcates rather than uniformly booming or crashing -- high-end architects and AI-native developers gain while routine coders face compression.
Tech Stack
PythonMulti-Agent SimulationData Analysis
Key Features
168-round multi-agent simulation
1,484 total actions modeled
Developer market demand bifurcation finding
Multiple agent types (developers, companies, tools)
Economic equilibrium analysis
Visualized simulation results