Balancing a data center tycoon with a simulation
We drove the real game engine with a bot to find where progression stalled — then fixed the economy and built guardrails so admin difficulty tuning can never make the game unwinnable.
Balance lives in the operating screens.
Contract blockers and installed hardware expose the constraints the simulation measures.
The problem with hand-tuning
Tycoon balance is deceptively hard: a small change to power costs or contract payouts ripples through the whole progression curve. Tuning by feel, you can easily create a wall where the player simply cannot afford the next step — and never notice, because you already own everything.
Simulating the real loop
Instead of guessing, we ran the actual game logic thousands of times with a bot player making reasonable decisions. That surfaced a real deadlock: under some settings, a fresh player could get stuck at tier 1 with no affordable path forward. Seeing it in a simulation, rather than a bug report, let us fix the economy with confidence.
Guardrails that keep it winnable
Data Center Fan has admin controls for steering difficulty. We added a safety layer so those controls can flex the challenge but never cross into "impossible": starting conditions are always nudged to afford a viable opening, and dangerous values are clamped. Difficulty can be spicy; it can never be a dead end.