(Slides because why not) I've been building a serverless post-quantum group-encryption protocol for the last few weeks, mostly with Opus 4.8 and Fable, with GPT-5.6 Sol running adversarial review on the most challenging part (a recovery/finality mechanism). It went through four rounds of review: eac