There's a sticker in every restaurant window saying somebody inspected the place. Nobody checks when. It gives the same energy as getting a smart contract audit only once. Azimuth found 4 confirmed critical vulnerabilities in the past month alone. All four were in code that had already been audited. Four in a month isn't a huge sample, but all four sitting in audited code is the part that got my attention. The report was accurate the day it shipped, then the contracts changed, new integrations got bolted on, and the path that actually mattered was never in scope for the original review. AI can generate security reports all day. The hard part is figuring out which findings are real, and that's what @testmachine_ai is doing with Azimuth. Instead of flagging something as "possibly exploitable," it recreates the attack and checks whether it actually works. The interesting part is that every validated finding also gives Azimuth better data to improve future investigations. More useful testing creates better security signals, which makes the system stronger over time. That's also where their new Points system fits in. Contributing useful, validated findings can unlock more Azimuth access, features, rewards, and recognition over time. I don't think this replaces audits. Audits still catch things a running system won't. But treating one review as permanent coverage stopped making sense a while ago. Pleased to partner with TestMachine AI on this one.(Edgy - The DeFi Edge 🗡️)