Republican rhetoric on mass shootings does not change public opinion on gun reform. While political statements often sway voter opinions on other issues, Americans appear to have deeply entrenched views on firearm policies that are not easily moved by alternative political rhetoric.

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My obligation as a professional coder is to do what works best, especially for open source code that other people will use. Agents are another tool in that toolbox with their own pros and cons. If you’ve had poor experiences with agents before last November, I strongly urge you to give modern agents another shot, especially with an AGENTS.md tailored to your specific coding domain and nuances (again here are my Python and Rust files, in conveient copy/paste format).

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# output[..., self.refine_state] + anchor[..., self.refine_state]