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The Department of Justice has quietly cleared federal employees to download TikTok on government devices, a remarkable reversal given the years of security concerns that surrounded the app. It raises real questions about what changed in the risk calculus, and whether policy is now following politics more than threat assessments.
Shifting to the AI economy, a developer has released a tool called TrAIcer, designed to capture traces of your AI-assisted coding sessions so you can sell that data later. It's an early signal of a market forming around human-AI interaction patterns, where the way you prompt and iterate may become a commodity in its own right.
And for developers running agentic AI systems, one builder shared hard-won lessons after spending five hundred dollars iterating on token efficiency. The core finding is that poorly scoped context is expensive, and that thoughtful prompt architecture pays for itself quickly. It's a grounded reminder that AI in production is still very much an engineering discipline, not magic.
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