Field Notes
AirFlow Field Notes
Operator-grade content on AI automation, workflow design, and the specific systems that give founders their time back. No theory. Just what works.
Latest Posts
Stop Hiring. Start Building Agents. The Math No One Is Showing You.
There's a job rec open on your desk right now. Before you post it, run this math. Three-year cost comparison, capacity differential, and the four reasons hiring keeps failing.
The 3 AM Founder: Why Checking Shopify 50 Times a Day Is Costing You $200K/Year
The Shopify-check isn't a bad habit — it's your nervous system doing the only job it was given. Here's what's actually happening, what it costs you, and the three workflows that fix it.
Why Your $1.5M Agency Will Never Scale Past $3M Without AI Agents
The false-idol pattern that keeps 7-figure agencies trapped — and the specific mechanism that breaks it. A structural look at why the next hire always fails.
Coming Soon
20 posts in production. Subscribe to get notified when each one goes live.
AI Agent vs Virtual Assistant: The 2026 Cost-Benefit Breakdown
Custom AI Build vs Off-the-Shelf SaaS: Which Pays Back Faster (Real Numbers)
David's $3.2M Services Firm: 6 Roles Off the Org Chart in 90 Days (Without Any Layoffs)
Hiring a Fractional COO vs Building an Agent Team: The $200K Decision
How to Audit Your Agency's 'Slow Descent' in 90 Minutes (The 4-Quadrant Time Map)
How to Build Your First Production-Grade AI Workflow (With Evals That Actually Catch Failures)
How to Calculate the Real ROI of AI Automation (The 3-Layer Math No Vendor Shows You)
How to Replace a $60K VA with a $400/Month Agent (The Full Migration Playbook)
How to Run a 90-Day AI Transformation Without Breaking Your Team
Inside Marcus's Pivot: How a $1.8M Agency Killed 4 Roles, Kept the Revenue, and Took a 2-Week Vacation
Linda's Board Meeting: How a $7M CEO Presented an 'AI Transformation' That Actually Worked
The Honest Automation Tool Comparison No Affiliate Will Write
The Jordan Build: How a Solo Tech Operator Replaced an Entire Ops Team With 12 Agents
The Sarah Story: How a $4M DTC Brand Stopped Touching the Dashboard and Grew 38% in 6 Months
Why 'AI Won't Replace You, A Person Using AI Will' Is Wrong (And What's Actually Happening)
Why Custom AI Beats Off-the-Shelf Tools for Companies Over $1M (The Compound Edge Argument)
Why Hiring Another Account Manager Will Make Your Agency Smaller, Not Bigger
Why the Highest-Paid Person at Your Own Company Does the Lowest-Value Work (And It's You)
Why Your Shopify Dashboard Addiction Is a Symptom, Not a Habit
Workflow Automation Platforms: A Founder's Decision Tree
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The Quiet Hour
Tactical AI workflows and the slow descent escape route — for the $1M-$10M founder. Sundays at 7am.
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