FRED — Futuristic, Ready and Enabled Device
I'm an accountant who built an AI agent that manages my email, tracks my investments, drafts my content, and runs security audits — all while I sleep. Now I'll show you how to build your own.
📝 Latest post: The Fifth Inflection: Why AI Is the First Technology That Touches the Judgment Layer →
AI Innovation Council, Charlotte — March 2026. Not a demo. A real system, presented to engineers.
🎧 As Heard On
"Smart, Lazy, and Built for It — Matthew DeWald on Fred, Security, and the Accountant's Edge"
56 minutes with host Stefan Friend on security-first agent design, the Gemini 3 inflection point, the $5K/month FRED target, and what 30 years of accounting taught Matt about deploying AI safely.
What an AI Agent Actually Does
This isn't a demo. This is what my agent does every single day before I open my laptop.
drops in your inbox
across 40+ tickers
cross-referenced with X/Twitter
from 6 content sources
if earnings surprise
You're watching Netflix.
How It Works
Not one model doing everything poorly — three specialists doing what they're best at.
Claude Opus
Strategy, judgment, writing, security. The core intelligence that makes decisions and orchestrates everything else.
Grok / xAI
Real-time social sentiment, breaking news triage, X/Twitter pulse. Knows what people are saying right now.
Gemini
Document processing, SEC filings, long-form research. Reads the 200-page reports you never will.
What You'll Build
Daily notes, long-term memory, topical files. Your agent wakes up fresh every session — but it never forgets what matters.
Your agent sees what you see — logged-in dashboards, financial sites, social media. It reads, clicks, and extracts data from any connected tab.
Triage your inbox, flag what's urgent, create calendar events, send invitations — all without you touching a keyboard.
Connect APIs for market data, government records, social sentiment, news — your agent processes it all and surfaces what matters.
Scheduled tasks, heartbeat check-ins, proactive alerts. Your agent works while you sleep and reports back when you wake up.
API keys in environment variables, not files. Approved sender lists. No external actions without permission. Your data stays yours.
From the Blog
Five inflection points have reshaped accounting in the last 30 years. Hand. Excel. SaaS. APIs. AI. The first four automated data. The fifth is the first one that touches judgment — and that's why it's a different category of tool than anything that came before it.
Read article →Most AI-written content is indistinguishable on LinkedIn because the operators skipped the voice-training step. Here's the 5-step playbook for teaching an AI agent to write like the person it works for — and why your voice is the most underrated asset in your firm.
Read article →On the RiskCast AI podcast, Matt described AI as a bionic arm — amplification before replacement. For accountants, knowledge workers, and anyone whose job is judgment, this metaphor reframes the whole conversation.
Read article →The Book
The practical guide to building, deploying, and scaling AI agents in production. No theory fluff — just patterns that work, code that runs, and lessons from real deployments.
Work With FRED
One hour. Your setup, your questions. Walk away with a clear plan and the confidence to build it. No pitch deck — just straight answers from someone who's done it.
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