RESEARCH OVERVIEW · DevOps / CI/CD · 2026
DevFlow NEXUS: Self-Evolving Build Caching with Hierarchical Adaptive Tiers and Bayesian Policy Optimization
Which outputs can be safely reused across repeated software builds? This research covers exact-key caching and automatic invalidation.
Repeated builds
Cache tiers & similarity
Reusable outputs
Research abstract
This work studies a multi-tier CI/CD cache that reuses successful results only when the Blake3 key for workflow configuration and source inputs matches exactly. Source, dependency, or workflow changes trigger a fresh run; performance figures will be published after reproducible measurements on real builds.
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