Paulo Victor Leite Lima Gomes

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the ai learning shortcut may become apprenticeship debt Jul 22, 2026

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generated apps need patch ownership, not platform vibes
the ai learning shortcut may become apprenticeship debt
agent trust is a runtime problem
hardened images are becoming the default base layer
agentic autofix needs evidence, not applause

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ai platform-engineering software-engineering agents security developer-tools kubernetes governance AI docker

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