Priya asks you a short question in Slack: "Is there an ETA?" The answer comes from an AI assistant that just spent the afternoon debugging with you. It’s 500 words long, with tables. It covers the root cause, every debugging step, and the test counts. Priya skims it and asks again.

When people hand me AI slop, I often say I’m sorry I didn’t bother to read the thing you didn’t bother to write. But you did bother. You spent the afternoon on that bug, and the answer was in there. The writing buried it.

So I built a plugin. More on that in a bit, or you can skip to the bottom if you just want the goods.

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A kid in a dinosaur costume stopped at the yard, looked up at the burning pumpkin head eight feet above her, and asked whether it was real.

"Yes I am, little Dinosaur."

She looked at her father like she’d just found out magic was real.

Every Halloween there’s a scarecrow in my front yard with a jack-o'-lantern for a head. Inside the head is a propane-powered flamethrower, which gives the pumpkin a three-foot flaming hairdo. It’s a good effect. People slow down for it. But burning is all it does, and it does that the same way whether anyone is there or not.

This year I gave it eyes, ears, and a mouth.

What it does

The pumpkin notices you when you walk up. It looks you over, forms an opinion about your costume, and tells you that opinion whether you asked or not.

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Twice a year I sit down with each person on my team and talk about their skills. For product managers, I use Petra Wille’s PM Wheel. I love it.

The PM Wheel is simple. It’s a circle with eight spokes, each one a skill a product manager needs. You score yourself on each spoke from 0 at the center to 8 at the edge, then connect the dots. What makes it work is the set of questions behind each skill. "Rate your stakeholder management" is a meaningless question; everyone gives themselves a six. Answer twenty specific questions about how you actually manage stakeholders and the number means something. The PM fills one out, I fill one out, and we compare shapes. The gaps between my wheel and theirs are where the useful conversation lives. I don’t use it for performance reviews or promotion cases. It’s a map of where someone is and a starting point for deciding where they want to go next.

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Some companies put product marketing in product. Some put it in marketing. There’s a pattern—consumer companies lean product, enterprise companies lean marketing—but the reasoning behind it usually goes unstated.

Here’s how I think about it.

Product marketing is about information transfer. Once you accept that, the org question gets easier.

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AI is making output cheap. That’s the headline.

Anyone can generate competent code, decent copy, solid designs. The bar for execution gets higher because everyone can reach it. When execution is easy, what you execute on becomes the differentiator.

The value has shifted to inputs. Higher quality input creates higher quality output. Garbage in, garbage out still applies—but now "garbage" means "the same prompt everyone else is using."

Taste Becomes the Moat

For building software, the valuable skill is knowing WHAT to build. Making trade-off decisions. Having taste.

If anyone can build anything, the people who know what’s worth building win. That’s not something AI gives you. That’s judgment. Experience. Understanding of a problem space that goes beyond what you can prompt for.

This is why "vibe coding" only gets you so far. You can tell AI to build you an app. But knowing which app to build, what features matter, what trade-offs are acceptable to your users—that requires understanding your users better than AI can.

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Claude and ChatGPT each have the concept of Projects—a collection of related chats with an instruction that guides each chat. I’ve been using this as a way of learning new topics, using an instruction that tells the LLM how to design and deliver lessons to me.

Each day, I open up the chat and ask for the next lesson, and the LLM writes me a custom 10 minute read that adds to my knowledge. So far I’ve used this to learn a new statistical technique, improve my pasta-making skills, and refresh topics I’ve read in business books.

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