AI is changing how Bitcoin software gets built. Bitcoin Commons (@BTCCommons) and Plebly (@JoinPlebly) are leaning into that rather than pretending it is not happening. The risk with AI-generated code is not obvious errors. It is subtle behavioral changes that pass code review but introduce vulnerabilities or alter consensus rules in ways no one catches until it is too late. Standard review is not equipped for that. So we built BTCDecoded Intelligence, a research and review tool trained specifically on Bitcoin's protocol history, governance record, and codebase. It gives us automated review tuned to the actual failure modes of Bitcoin software rather than software in general. btcdecoded.org

This is why I'm building @joinplebly

My life's work is parallel construction against centralization. Not reforming the systems that exist. Not working within them. Building the alternatives that make them irrelevant. A second Bitcoin implementation built from a formal spec, so no single team owns the rules. A mining pool that is truly decentralized. A funding layer that can't be captured by the people it's meant to route around. None of it asks anyone's permission, which is the entire point. People have called this a death wish. Centralized power doesn't tolerate working alternatives. It never has. When something proves the centralized version was never necessary, the people running it come after the thing that proved it. I'd rather be first through the door than safe behind it. If you've figured out you don't need permission either, I'm easy to find. These are ready or will be soon.. @JoinPlebly | @BTCCommons | @CommonsPool | @DecodeBitcoin