This post builds it from the ground up. From the Bernoulli distribution to the Hessian proof to Newton's method to the exact moment the math collapses — no black boxes, no skipped steps. The Hook Not

Audience: Intermediate PHP devs (comfortable with OOP, Composer, basic MVC) who are new/rusty with SymfonyOS Assumptions: macOS/Linux primary; Windows notes included (PowerShell + WSL2)Target PHP & Symfony: PHP 8.2+ and Symfony 7.3.x (current stable ...
