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Better than Random

Written by a seasoned data leader, focused on data, analytics, AI/ML and engineering, I share practical strategies and lessons from the trenches to help you build systems and teams that outperform chance.

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Treat people like adults

My heuristic for staying honest with my team without going rogue

Shape Up for Data teams

Only if you are a shaper

The moving bar

When absolute progress becomes relative decline

Should you take the startup offer?

The Kelly criterion for your next career bet

Alpha clowns

How to deal with leaders that fall short

The FDE gold rush

How to tell a Palantir-style forward-deployed engineer from a repackaged sales role.

The 90/90 rule for the dashboard dumpster

A scream test for your reporting layer

An empty dance floor

Awkwardness kills data-driven decision making

There is always a reason

You have to find it

Marketing is a utility bill you cannot stop paying

Cutting marketing spend looks smart now, and dumb three years later

Wind of change

Washington wants a seat at the table

AI as a tool vs AI as the analyst

Implications for the data analyst role

The firmware veto

When the install base outvotes the parliament

The best engineering managers are former individual contributors

Empathy from experience beats corporate-robot feedback

I was wrong about the AI bubble

Sort of

The self-serve delusion

Until now?

Spec-driven development

Documentation first, SQL second

CDO stories #5

The person at the center of every conversation

Two flavors of Data orgs

The difference between IT and Engineering

What the hell happened here?

Agents then and now

How can I help?

For starters: don't be a prick