John Schultz
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The Machines Can Pay Now
July 6, 2026
The observation On July 1, Cloudflare shipped something called the Monetization Gateway. Any site behind their network, which is roughly a fifth of the web,...
Same Mind, Same Blind Spots
July 3, 2026
Today I rebuilt the routing rules for my AI agents: which model handles mechanical work, which handles hard reasoning, which validates the output before I...
If an AI Can't Find Your Auctions, Neither Can the Buyers
June 24, 2026
On June 3, 2026, Matthew Prince, the CEO of Cloudflare, posted a number from his own network's live data. For the first time in the history of the internet,...
Recurring Discretion Is a Contradiction
June 17, 2026
The spark I was listening to Gary Vaynerchuk on The GaryVee Audio Experience, an October 2025 episode about wasting time on people who will never buy from...
The Report That Covers You
June 14, 2026
A seller calls a few days after the auction closes. The line of equipment they bought new in 2021 came back at 40 cents on the dollar, and they're sore. They...
The Yin and Yang of Governance
June 13, 2026
If you choose convenience, you decline. That's a human law. In business, commentary is the ultimate convenience. It is easy to write a forecast, spin a...
The Shock Absorber Trap
June 2, 2026
I was listening to a podcast episode of No Priors recently where Palo Alto Networks CEO Nikesh Arora said something that stopped me. Customer support, he...
Systemic Rivals Against Default Drift
June 1, 2026
I've been wrestling with how easily we slide into convenience. When AI makes writing effortless, our natural gravity is to accept the first thing the machine...
Cognitive Defense Against Default Drift
May 27, 2026
When AI commoditizes text generation, the natural gravity of human behavior is "normal drift," gravitating toward low defaults and "easy peasy chat" while...
Every fee structure has a misalignment baked in
May 15, 2026
Two observations stacked on the same Friday morning. The first one I've lived. Marketing agencies typically charge a percentage of marketing spend as their...
Durable Edges
May 7, 2026
In August 2025 I wrote a thought card about structured data. The argument was simple. Treat your data as a long-lived asset that should be findable by any...
1% Life, 1% Work
May 6, 2026
"I just don't understand how people are asking for a 1% life without understanding it takes 1% sacrifice effort. You have to be a 1-percenter if you want a...
The Tool That Breaks You
May 5, 2026
Most leaders don't actually leave doctrine behind. They leave the way people remember them leading. Mission statements claim transparent, equitable,...
We Automated Our Entire Marketing Stack With a Single Skill
April 13, 2026
Grafe Auction runs about 290 auctions a year across 48 states. Each campaign takes 10 to 14 days from start to finish. That's roughly one new marketing...
Acquiring Capability vs. Hiring Headcount
April 9, 2026
I was working through the details of bringing a small team in-house. Purchase price, salaries, org chart, who reports to whom. Normal acquisition stuff. And...
Structure Reveals Strategy
April 8, 2026
The Observation I've been keeping notes in this vault for two years. Hundreds of calls, meetings, emails, references, thought cards. All wiki-linked, all...
The Agentic Shift
April 6, 2026
Definition I've been circling this idea for six weeks, and it keeps showing up in different shapes. The agentic shift is not an upgrade to existing...
Teaching What You're Still Learning
March 30, 2026
The Observation In January I stood in front of 100 auctioneers at a state convention and told them "AI assists. You decide." Three hours of live demos,...
Memory Half-Life
March 29, 2026
The Idea This came up while fixing a bug where stale cached data was silently injecting garbage into every outbound email for a full day. The cache never...
The Person-System Trap
March 23, 2026
I told someone last week that his business couldn't survive him. He'd called to pick my brain. Decades in the auction industry, multiple divisions, good...
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