Flux
Couleur d'accent
Fast Paths and Slow Paths

Fast Paths and Slow Paths

Autonomous AI systems force architects into an uncomfortable question that cannot be avoided much longer: Does every decision need to be governed synchronously to be safe? At first glance, the answer appears obvious. If AI systems reason, retrieve information, and act autonomously, then surely every step should pass through a control plane to ensure correctness, […]

O'Reilly Radar — AI/ML
Symfony Messenger: What the Documentation Does Not Cover

Symfony Messenger: What the Documentation Does Not Cover

Last year we took over a Symfony e-commerce application that was struggling under a combination of high customer traffic and a constant flood of write operations from external systems: product updates, price changes, availability feeds, all hitting the application simultaneously. The Messenger setup was already in place. Messages were being

Marcel Moll
Esc