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AI Agents Are Reading Your Docs. Are You Ready?

Last month, 48% of visitors to documentation sites across Mintlify were AI agents—not humans.

Claude Code, Cursor, and other coding agents are becoming the actual customers reading your docs. And they read everything.

This changes what good documentation means. Humans skim and forgive gaps. Agents methodically check every endpoint, read every guide, and compare you against alternatives with zero fatigue.

Your docs aren't just helping users anymore—they're your product's first interview with the machines deciding whether to recommend you.

That means:
→ Clear schema markup so agents can parse your content
→ Real benchmarks, not marketing fluff
→ Open endpoints agents can actually test
→ Honest comparisons that emphasize strengths without hype

In the agentic world, documentation becomes 10x more important. Companies that make their products machine-understandable will win distribution through AI.

👋 Hey Friends!

Last week I was doing interview prep with someone who is, on paper, a strong candidate.

Career pivoter. Relevant experience. Credentials actively in progress. Ready for the role.

He opened his "tell me about yourself" with: "So growing up I always loved math, and I studied engineering, and then I realized..."                                                                                

I stopped him. 

Not because his story is bad. Because he was starting it in the wrong place.

Here's what I've noticed across dozens of mentorship sessions with people from non-traditional backgrounds.

The instinct to go back to the beginning makes complete sense. You feel like you owe the interviewer an explanation. Like if you don't show them the full arc, the pivot, the realization, the journey, they'll question why you're sitting across from them.                

So you start at the origin. The thing that made you want to change. The school. The first job that wasn't quite right. 

And by the time you get to the part that actually matters, the interviewer has mentally moved on.                                                                                                                                    

💡 Your non-traditional background is not a liability to explain. It's context that becomes interesting after you've already earned their attention. The explanation feels like credibility. It isn't.                                         

Interviewers want to know three things:

  1. Can you do this job?

  2. Are you motivated to do it here?

  3. Are you easy to work with?

None of those are answered by where you started. They're answered by what you've done recently and where you're going next.

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Here's the structure that works. Four beats. Under 45 seconds.

  1. Where you are now.

Your current role. Your most relevant credential. One line. No preamble.                          “I'm finishing a co-op in financial sales, I'm licensed in insurance, and I'm sitting my mutual funds exam next week." 

2. What you've built there.

One specific achievement. Not a job description, a result.

"In that role I analyzed client insurance policies and identified where they were overpaying for coverage that didn't fit their situation."

3. Why you're moving.

One sentence. Clean and forward-looking.

"I'm ready to work at larger scale, with more complex data problems, and a longer feedback loop."  

4. Why this role.  

One sentence that shows you've done your homework.

"This role is the natural next step, and the reason I'm pursuing my [credential] is to make sure I show up prepared for it."  
That's the whole answer. The pivot story, the engineering degree, the childhood origin moment; none of it needs to be there. The interviewer will ask follow-up questions if they want context. Your job in the opening is to make them want to ask.

🎯 Before your next interview or coffee chat, write your opening using those four beats. Read it out loud. Time yourself. If it takes more than 45 seconds, it's too long. Cut until it lands in 30.

The goal isn't to compress your story. It's to lead with the part that earns the follow-up question. 

Non-traditional backgrounds are not a liability in PM interviews. But the instinct to explain them from the beginning is.

Start with what you've done. The rest of the story earns its place in the conversation that follows. 

P.S. If you're heading into PM interviews and want to pressure-test your story before it counts, this is exactly what we work on in my 1:1 sessions on ADPList.

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