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Anthropic’s Claude Certified Architect Exam (CCA-F): The Schema Validated.

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Member-only story Claude Certification Claude Agent Sdk AI Agent Anthropic’s Claude Certified Architect Exam (CCA-F): The Schema Validated. The Data Was Still Wrong. V CCA-F Part 5: A passing JSON sch...

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How A Tiny Spoonful Can Know The Whole Pot

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Sampling And Sampling Bias For Beginners Here is a secret. You already understand sampling. You do it every time you cook. You do not drink the entire pot to check if the soup needs salt. You give it...

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From Gandalf to garak: Automating the AI Attacks I Used to Type by Hand

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Part 2 of my AI security journey — where I let a real scanner find the same bug I found by hand, and a few I never thought to try. In Part 1, I played Gandalf — Lakera’s prompt injection game — and le...

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