# Product Driven Newsletter > Teaching tech companies and tech teams how to build better products and better teams with a product driven mindset This file provides information about Product Driven Newsletter to help large language models understand and reference this publication's content. ## Posts - [Why the Inc. 5000 is the only award I care about ](https://newsletter.productdriven.com/p/why-the-inc-5000-is-the-only-award-i-care-about): Full Scale just landed on the Inc. 5000 for the fifth year straight, and here is why a list ranking is worth stopping your week for. - [Your Customers Build the Features Now](https://newsletter.productdriven.com/p/your-customers-build-the-features-now): I let a tool I liked sit dead for a year rather than build the features I wanted. An MCP server meant I never had to, and your customers can do the same to your product. - [Your team doesn't need more AI. It needs 5 questions.](https://newsletter.productdriven.com/p/your-team-doesn-t-need-more-ai-it-needs-5-questions): AI made your team faster at everything except noticing when it's building the wrong thing. The weekly habit that catches it. - [The Offshore Problem That Starts With a "Yes"](https://newsletter.productdriven.com/p/the-offshore-problem-that-starts-with-a-yes): "Why a fluent 'yes' from your remote developer might mean 'I heard you,' not 'I agree.'" - [Because of AI, You Need a New Development Team](https://newsletter.productdriven.com/p/because-of-ai-you-need-a-new-development-team): Your existing team is buried in the complexity of your existing product. AI rewards the team with a blank slate. Most companies don't have one. - [Why Nobody Knows What Engineering Does](https://newsletter.productdriven.com/p/why-nobody-knows-what-engineering-does): Your team ships constantly. The people who fund it still can't name a single thing it produced. - [The AI Last Mile Is Actually the First Mile](https://newsletter.productdriven.com/p/the-ai-last-mile-is-actually-the): Anyone can build now. The work that decides whether it sells has to come first. - [The pattern I see managing remote teams](https://newsletter.productdriven.com/p/the-pattern-i-see-managing-remote): The accidental mistake engineering leaders make that turns a single remote team into a divided one. - [AI Won’t Make You a 10x Developer](https://newsletter.productdriven.com/p/ai-wont-make-you-a-10x-developer): Why ownership, culture, and knowing what to build matter more than the tools you buy. - [Developers are Turning Into AI Vampires. I’m One of Them.](https://newsletter.productdriven.com/p/developers-are-turning-into-ai-vampires): Inside the addictive, high-adrenaline loop of running AI agents, and the cost of forgetting to touch grass. - [How Karpathy Solved the #1 AI Problem](https://newsletter.productdriven.com/p/how-karpathy-solved-the-1-ai-problem): A 65-line text file just became the most popular repo on GitHub. The reason it worked has very little to do with code. - [Vibe Coding Entrepreneurs Don’t Scale](https://newsletter.productdriven.com/p/vibe-coding-entrepreneurs-dont-scale): AI is a killer prototyping tool. It still can't sell your product for you. - [AI Killed the Backlog](https://newsletter.productdriven.com/p/ai-killed-the-backlog): What's left is the work everyone has been avoiding. - [AI Writes 100% of the Code. You’re Still Liable for 100% of It.](https://newsletter.productdriven.com/p/ai-writes-100-of-the-code-youre-still): Microsoft’s new DELEGATE-52 research is the clearest evidence yet that “AI-generated” is not the same as “approved.” Here’s what engineering leaders should actually do about it. - [Software Developers Are Replacing Software Engineers](https://newsletter.productdriven.com/p/software-developers-are-replacing): The engineering assembly line is getting replaced - [AI Is Replacing Engineering Tasks, Not Jobs](https://newsletter.productdriven.com/p/ai-is-replacing-engineering-tasks): If your engineers only did what they were told, Claude Code already does that better. - [The 4th Generation of AI Software Engineering Is Here](https://newsletter.productdriven.com/p/the-4th-generation-of-ai-software): It has been hard to keep up with AI. Let's review how it has evolved. - [AI Exposed What Your Interview Process Already Missed](https://newsletter.productdriven.com/p/ai-exposed-what-your-interview-process): The interview process has been broken for a long time. AI exposed it. - [What Big Companies Get Wrong (and Right) About Creative Engineering](https://newsletter.productdriven.com/p/what-big-companies-get-wrong-and): You don’t scale creativity with headcount. - [“It’s Done” Is a Lie Without Shared Understanding](https://newsletter.productdriven.com/p/its-done-is-a-lie-without-shared): There’s a dangerous moment in most engineering teams. - [The Skill That Defines Great Engineering Leaders (But Rarely Gets Taught)](https://newsletter.productdriven.com/p/the-skill-that-defines-great-engineering): When I first became a CTO, I thought my job was to be the smartest technical person in the room. - [The MVP Mindset Is Dead. Build for Validation, Not Version One.](https://newsletter.productdriven.com/p/the-mvp-mindset-is-dead-build-for): It’s never been faster to build software. - [When Product Strategy Turns Into Lord of the Flies](https://newsletter.productdriven.com/p/when-product-strategy-turns-into): You’ve got smart people. - [AI Won’t Save the 20% of Developer Time You’re Wasting on Friction](https://newsletter.productdriven.com/p/ai-wont-save-the-20-of-developer): Every engineering leader wants their team to move faster. - [You Can’t Hire Product Thinkers in the AI Era with Execution Interviews Alone](https://newsletter.productdriven.com/p/you-cant-hire-product-thinkers-in): When any LLM can solve your coding problem in five seconds, interviewing for “the right answer” is interviewing for the past. - [Delegation Isn’t Done Until You Clear These 5 Hurdles](https://newsletter.productdriven.com/p/delegation-isnt-done-until-you-clear): Handing off tickets doesn’t buy you a good night’s sleep.