Heads up: this one is for the nerds. It's a deep technical dive into StyloBot's adaptive learning system (EWMA updates, hysteresis thresholds, verdict caching, variance watchdogs), with real code from...
Wednesday, 13 May 2026 11:00
//22 minute read
Well today was a BIT OF A DAY. I handed in my notice on one contract (been in it almost 2 years!) and my other contract decided to terminate...SO...at the end of May I'll be officially...
Thursday, 30 April 2026 14:50
//3 minute read
Most software still assumes the world will hand it clean inputs and stable rules.
Production usually does neither.
This post is the through-line behind a bunch of things I've been building: DiSE,...
Friday, 13 March 2026 10:30
//15 minute read
Enterprise bot detection shouldn't require a PhD in infrastructure (or thousands a month in expenditure to use!). Two lines of code, zero external services, and you're running (up to) 21 detectors in...
Monday, 16 February 2026 10:30
//20 minute read
Part 1 was the why. This is the show-and-tell tour of what StyloBot does that is rare in production bot stacks.
Thesis: StyloBot models bot detection as a progressive, early-exit topology of...
Sunday, 15 February 2026 10:30
//20 minute read