QuditGuard

QuditGuard is a web app (with optional CLI) that monitors quantum workloads across major cloud quantum providers and flags failure patterns early: repeated calibration drift, queue-time spikes, shot under-allocation, transpilation regressions, and noisy qubit mapping choices. It ingests job metadata and results, then produces a “health report” per experiment with actionable recommendations (e.g., rerun window suggestions, alternative backends, circuit recompilation settings, and statistical power checks). It’s a combination traditional + AI app: traditional rules and telemetry for reliability, plus an AI assistant that summarizes anomalies and drafts experiment notes for lab notebooks. The honest reality: most teams waste time and money on flaky runs and unclear root causes; QuditGuard won’t magically improve hardware, but it will reduce avoidable reruns and make results defensible. It targets small-to-mid quantum teams who need operational discipline without building internal tooling.