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10 Indispensable Prompts Our Team Refuses to Build Without

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James O'Reilly

Staff Developer Relations Engineer, Google Cloud

Look at any builder's prompt history and you'll see a collection of highly specific, sometimes chaotic, one-off prompts. We use AI to debug a single error message, refactor a messy email, or generate a quick boilerplate.

If you sit down with people who consistently ship high-quality work, you'll find something interesting. They aren't just improvising. They have a set of go-to prompts they have tweaked and improved over time and used on nearly every project.

I asked some of my peers and leaders a simple question: "What prompt do you use most often, and why?"

What they shared wasn't just a list of arbitrary commands. Here's the unfiltered look at the prompts our team refuses to ship without, and more importantly, why they use them.

Build a spec

Maja Bilić

Senior Outbound Product Manager • Engineering

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Why? I have...

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