Barbosa and others framed the work as part of a broader push for the Linux Foundation to lead on decentralized trust infrastructure. In other words, this technology isn't just for kernel developers. It's for any open-source community or AI‑driven ecosystem facing a rapidly worsening identity and authenticity crisis.
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
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Jimmy Kimmel wasn't a fan of Donald Trump's State of the Union address, but it sounds as though plenty of right-wing politicians and talking heads were.