// platform // simulai

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Simulation models, deployed and observed from a single, beautiful surface. AI for the people building the future.

v3.4 stable latency 12ms build green

// 01 // tenets

“Beautiful tools produce better work. Beautiful simulations produce better thinking.”

simulai.dev exists for the developer who treats simulation as craft — the patient calibration of every parameter, the elegant composition of stochastic processes, the clean lines of an inference graph at rest. Our APIs are written to be read aloud.

// 02 // surface

A surface, not a sprawl

One client, three primitives. Every simulation maps to session, step, and observe. The rest is composition.

session.py
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// module // diffuse

Diffuse

Continuous-state simulation with adaptive noise schedules. Built for fluid systems, optical fields, and population dynamics.

stability rating 84/100

// module // discrete

Discrete

Event-driven simulators with sub-millisecond scheduling, deterministic replay, and lossless observation.

stability rating 92/100

// module // observe

Observe

Streaming telemetry with first-class quantile statistics. Render any signal as a glass-clear chart.

stability rating 78/100

// 03 // example

A small experiment

A two-line training loop that calibrates a fluid simulator against observation. Run it locally; ship the artefact to simulai.dev/runs.

train.py
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