The Decimal in the Wrong Place
"This was not a 1.2X improvement. It was a completely different category of output."
On AI ROI math — and why the productivity-percentage frame measures the wrong thing.
The Dashboard is the QA Layer
"Dashboards are no longer the destination — they are my QA layer."
A build pattern for reviewing agentic data work before it acts.
The Dangerous Middle
"With AI, it's only good to fail fast if you realize you failed."
On AI that generates confidence without accuracy — and the validation layer that's missing.
The Constraint Was Never the Idea
"The constraint was never the idea. It was the cost of testing it."
A reframe on what operators say no to — and why AI changes the math.
Time as Evidence of Effort
"The effort in the work was in the pre-build... not in the work. The set up, not the execution."
An observation on what happens when the AI finishes before the human is ready.