How Three AI Systems Produce Content Together
Our actual content production workflow — not theoretical, real. Ideas to calendar to draft to review to publish. Three AI systems, clear roles, zero wasted effort.
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.
My AI Agent Has an Accounting Research Library. He's Better at It Than I Am.
After 30 years of accounting, I built an AI research library with 30 Big 4 reference books. Now FRED answers complex accounting questions faster and more accurately than I can. Here's how we built it.
FRED After Midnight
Most of Matt's best work with FRED happens after midnight. Here's how an accountant and his AI agent built an audit-ready technical memo on a $130M preferred stock restructuring in one late-night session.
The AI Adoption Gap Is Widening — And 80% of Companies Are on the Wrong Side
New Goldman Sachs data reveals only 18.7% of US companies use AI, while those who do save 40-60 minutes daily. The gap between early movers and laggards is becoming a competitive chasm.
I Have 10 Ideas a Minute. Thankfully FRED Can Keep Up.
Matt's brain doesn't work in a straight line. Before FRED, most of his ideas disappeared. Now he has an AI that matches his speed — and never asks him to slow down.