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Building software at Google's scale is extraordinarily difficult, and the Gemini API inherited a key management architecture built for a different era. Google recognized the problem we reported and took meaningful steps. The open questions are whether Google will inform customers of the security risks associated with their existing keys and whether Gemini will eventually adopt a different authentication architecture.
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The Implications of My Agentic Successes#Like many who have hopped onto the agent train post-Opus 4.5, I’ve become nihilistic over the past few months, but not for the typical reasons. I actually am not hitting burnout and I am not worried that my programming skills are decaying due to agents: on the contrary, the session limits intended to stagger server usage have unintentionally caused me to form a habit of coding for fun an hour every day incorporating and implementing new ideas. However, is there a point to me writing this blog post and working on these libraries if people will likely just reply “tl;dr AI slop” and “it’s vibecoded so it’s automatically bad”?
When it comes to this specific business, what is something you’ve found particularly challenging and/or surprising that people who get into this type of work should be prepared for, but likely aren’t?
那条小巷，就是我自由的“后花园”。我们在小水潭捉蝌蚪，到姐姐家里看《还珠格格》，去对面邻居家玩小霸王，在树下跳皮筋，元宵节用酒盒自制灯笼后排成小队“出街”……