FRED Is Expensive. So We Had a Chat.
Running an AI agent 24/7 costs real money. Here's how we optimized FRED's processes to cut 600-800 API calls per month without losing capability.
Slow Is Smooth and Smooth Is Fast
After FRED crashed from running too fast on a live system, Matt changed the rules. The military principle that now governs their AI agent workflow — and why confidence is not competence.
Stop Using a Ferrari for Grocery Runs: How to Optimize AI Task Routing
Not every task needs your smartest, most expensive AI model. Here's how to split high-level strategy from low-level grunt work—and why you should just ask your agent how to configure itself.