Writeups on the systems behind the work: the anti-overfit gate design, and why the risk ladder never negotiates.https://chetra.xyz/https://chetra.xyz/notes/anti-overfit-gates/https://chetra.xyz/notes/anti-overfit-gates/Inside the three gates a candidate has to clear before the strategy factory trusts it: real-spread revalidation, a deflated Sharpe ratio audit, and a holdout window sealed before search began.Fri, 03 Jul 2026 00:00:00 GMT