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Why Operational AI Keeps Failing (And It Has Nothing To Do With Your Model)

 Towards AI

A practical guide for the people actually trying to make AI work inside real operations At some point you will produce LLM output that looks perfect. You will feel good about it. Then you will try to...

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The Twelve-Factor App: 12 Rules Your App Is Probably Breaking Right Now

 Towards AI

Factor 1: One Codebase, Many Deploys The rule: one app = one repository, deployed to many environments (dev, staging, production). Not one repo holding five unrelated services, and not five repos hold...

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Anthropic’s Claude Certified Architect Exam (CCA-F): Everything Important Was in the Middle, So…

 Towards AI

Member-only story Anthropic’s Claude Certified Architect Exam (CCA-F): Everything Important Was in the Middle, So Claude Forgot It. VI CCA-F Part 6: The smallest CCA-F domain by weight is the one that...

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