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Technical Blog

Notes on engineering efficiency, delivery quality, fitness practice, and AI engineering experiments.

AI's Double Transgression: When Machines Start Making Moral Judgments for Humans, Are We Ready?

Claude reports a user's violent threats leading to arrest, Altman calls for accepting AI's 'bad things', Google suspends bug bounty due to AI spam — three stories reveal AI transitioning from tool to actor while institutional frameworks lag behind.

AiRen Gong Zhi Neng

Designing a feedback loop for a fitness AI agent

A walkthrough of logging, recovery signals, and guidance generation.

AI AgentFitnessProduct