Stop Streaming Blindly: Architectural Patterns for Cost-Optimized AI Logging

Hey everyone! 👋 A lot of modern AI tutorials teach you how to connect an API to a data source and call it a day. But in a production environment—especially in cybersecurity, that approach can break your budget. If a bot script attacks your open server port trying hundreds of passwords a minute, making an individual cloud LLM call for every single log line is a recipe for an astronomical API bill. I recently designed an open-source AI-SOC Command Center specifically to solve this problem using...