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Why people (do not) buy local products
Are you buying local products? And why?
Have you noticed any recent progress in perception of local products? What is the best way to boost the interest in local products? And what are the costs?
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Changing a prompt can alter tool selection even when ordinary chat examples still look correct. Treat prompts, model settings and retrieval rules as deployable artifacts with review history. https://ai-software-development.net <br /> <br /> Before wider exposure, compare the candidate against a fixed evaluation set and inspect failures by workflow. An LLMOps release process should block promotion when a protected behavior regresses, even if the average score improves. <br /> <br /> An AI deployment workflow needs a tested rollback path for application code and model configuration. Compatibility matters during a partial rollback. An older prompt may depend on a tool schema that a newer application no longer provides.
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