Product Management IRL

Product Management IRL

Backstories

The Hidden Pattern Behind Circular Product Debates - Follow Up Story

What's missing when smart teams can't make a decision

Amy Mitchell's avatar
Amy Mitchell
Dec 26, 2025
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What happened after writing a recent Product Management IRL article? These insights are exclusive to premium subscribers of Product Management IRL.

This week’s backstory is about handling circular debates:

The Hidden Pattern Behind Circular Product Debates

The Hidden Pattern Behind Circular Product Debates

Amy Mitchell
·
October 21, 2025
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What Prompted This Article?

I was on a decision-making high after unburdening my worries and documenting decisions. I published the article on decision logs and some readers pointed out that many decisions are too complex for a decision log.

My first thought: Oh, then it is too early to decide. I almost responded to say it’s just too early.

But then I remembered my own case where a decision log wouldn’t work. I responded to the readers that I’d tackle the complex decision situation.

I’ve been in a long-standing circular debate situation with a related team in my organization.

After researching other methods to make decisions, I discovered complex decisions have layers. Below are the typical layers that apply to product management:

decision layers for product managers

I tried the decision layers on a pretty typical scenario: limited engineering for a future risk. Breaking the problem into layers makes progress.

I was looking forward to trying decision layers on my own complex situation.

What Happened After This Article?

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