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Guarding LLMs with rules: validators, policy engines, and deterministic output contracts
Large language models are excellent at generating structured responses. Ask one to return JSON, and it can produce a convincing object containing customer-support actions, database queries, API parame
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Framework Release Watch No13
Laravel 13.26.0 expands queues, filesystems, and Redis support • Laravel 12.67.0 strengthens validation and queue handling
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Reproducible XGBoost: seeds, pinned versions, and a validation protocol you can defend
A reproducible training run and a trustworthy validation score are related, but they are not the same guarantee.