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Research
DevFlow Nexus: Bayesian Self-Evolving Four-Tier Adaptive Cache for CI/CD Build Acceleration
The first CI/CD build cache combining a four-tier adaptive cache with Bayesian self-evolution. 99.2% hit rate, 814ns median lookup, 7.1% additional recovery via HNSW vector similarity.
Apr 17, 20267 min read
Research
Separation of Generation and Validation: An 8-Phase Pipeline for Automated Patent Specification with Deterministic Quality Gates
An 8-phase pipeline separating LLM text generation from deterministic code validation. 46 quality gates achieve zero hallucination leakage.
Apr 16, 202614 min read