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Mathematical Modelling of the Impact of Developer Experience Metrics on the Duration of the Release Cycle in Full-Stack Projects

VFAST Transactions on Software Engineering

Bayesian causal modeling of how developer experience signals—cognitive load, technical frustration, and CI/CD friction—translate into release-cycle duration in full-stack, cloud-style delivery pipelines.