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ARTICLE · 01
Rollback Strategies for Models, Prompts, and Retrieval Indexes
How to make AI releases reversible: release manifests over immutable artifacts, alias flips, compatibility constraints between models, prompts and ind…
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CI/CD Patterns for Machine Learning and LLM Applications
How to build CI/CD for ML and LLM systems: four change streams, tiered tests with mocked models, statistically sound eval gates, response caching, dat…
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