Teaching good judgement is so hard we mostly prefer to avoid it.
For decades in tech the accepted way to learn one of the most important skills in the game was to just hang out around a Principal of some sort (Engineer, maybe, or a very senior Product person, or a Director in another job area).
Somehow, through osmosis, we were all supposed to learn good judgement.
And when good judgement wasn’t the bottleneck, that was ok.
But now it is. Now intelligence is cheap, and as a result good judgement is 100x more valuable.
In this new world, the old way of learning by osmosis just won’t cut it.
Executives I talk to are literally making hire/fire decisions now based on the perceived ability of employees to exercise good judgment in the age of AI.
They know intelligence is getting cheaper thanks to AI. But they have a problem: finding people who have that elusive skill: good judgement.
Good judgment is knowing what matters.
It’s distinguishing signal from noise. Seeing second-order effects. Understanding when rules apply and when they don’t.
In the AI context: knowing when to trust output vs verify. Recognizing that “AI can do this” doesn’t mean “we should have AI do this.” Seeing the difference between demos and production-ready systems.
It’s pattern recognition plus wisdom about tradeoffs. You can have high intelligence and terrible judgment.
Good judgment is what makes someone say “wait, let’s think about this differently” when everyone else is nodding along.
The truth is that good judgement is becoming one of THE bottlenecks in the age of AI. One of those things only humans can do.
The problem is no one is teaching it.
I wrote this guide to help solve that. I want you to walk away with a very clear sense of one of the most valuable skill sets in the world right now.
I believe in specifics when teaching skills, so we’re going to get into ten components of excellent judgement:
How to find real bottlenecks instead of surface problems—the scarcity principle that shows where value migrates.
Methods for reusing patterns without overgeneralizing—pattern recognition crossed with context discrimination.
The framework for possible versus possible now—thinking in constraints instead of paralyzing with analysis.
Sequencing strategies that build momentum—ordering bets to create proof before resistance mounts.
The deprioritization discipline—explicitly defending what you’re NOT doing to create disproportionate focus.
Calibration through feedback loops—how judgment compounds when you learn from what worked and failed.
Social graph mapping—planning conviction moments instead of hoping stakeholders align.
Ownership frameworks—signaling accountability by stating what you’ll do if you’re wrong.
Transparent reasoning—making your trade-offs visible instead of just showing polished outputs.
System design for encoding judgment—shifting from personal heroics to organizational capability.
Because it’s me, I’ve also built a very comprehensive prompt that assesses your judgment across all ten principles and gives you a 30-day action plan.
What you won’t find here is abstract theory. You’ll get specific, demonstrable capabilities based on what I’m seeing in closed-door conversations about who gets promoted, hired, and left behind.
The shift is already happening. Intelligence is cheap. Judgment is scarce.
Let’s dig in and figure out how to learn and demonstrate one of the most valuable skills on the planet today.
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