Overview

What the runtime does, where it fits, and what a production deployment requires.

TrueLoop is a protected control runtime for supported wave hardware and vector-response simulators. Your application supplies a feasible target, your system produces a current response vector, and the runtime returns the next complete configuration.

The same contract covers regulation and compatible optimization. When the objective is the squared norm of an exposed vector response error, minimizing that objective is equivalent to regulating the measured response to its target.

The value is concentrated where acquisitions are expensive, hardware drifts, channel count is high, and the deadline is fixed. Fit requires a resolved component-level response, timely readout coverage, and operation inside the tested coupling boundary.

opt = SWCOptimizer(key, n=len(x0), mode="regulation", target=target)
x = opt.start(x0)
for _ in range(rounds):
    x = opt.step(measure(x), target=target)
opt.end()