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.
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.