Long Form

GPT 5.4 Just Did In 12 Minutes Something 5.2 Couldn't Do In Three Hours

GPT 5.4 Just Did In 12 Minutes Something 5.2 Couldn't Do In Three Hours

Mar 17, 2026 commentary

GPT 5.4 knocked out a task in 12 minutes that GPT 5.2 struggled with for three hours. A look at what changed and why it matters for AI-assisted development workflows.

I Replaced VS Code With an IDE I Built Entirely With AI

I Replaced VS Code With an IDE I Built Entirely With AI

Mar 9, 2026 deep dive

Keith replaced VS Code with an IDE he built entirely using AI tools. A walkthrough of the process, what worked, what broke, and whether it's actually viable as a daily driver.

18,000 Users From College Students to Minors Caught in Lovable Vibe Coding Security Breach

18,000 Users From College Students to Minors Caught in Lovable Vibe Coding Security Breach

Mar 4, 2026 commentary

A deep dive into a security breach where 18,000 users — including college students and minors — were exposed due to poor security practices in a Lovable-built vibe coded application. A cautionary tale about what happens when AI-generated code ships without security review.

Why Your Referral Program is (Probably) a Failure

Why Your Referral Program is (Probably) a Failure

Nov 6, 2025 tutorial

Most referral programs don't fail because customers don't love you—they fail because you're invisible at the exact moment they're ready to share. This video introduces the "Moment of Joy" strategy: a framework for prompting referrals at peak emotional highs when customers are most likely to advocate for your brand. Keith breaks down how to identify these moments across different business models, shares a 5-point prompt formula for crafting effective referral asks, and walks through real-world examples for e-commerce, SaaS, fintech, and B2B companies. You'll also learn the two key metrics that reveal whether your referral funnel is actually working: activation rate and clicks per share. If your referral program has stalled—or never really got off the ground—this framework will show you exactly where to focus.

Four Mistakes Referral Programs Make (Plus One Bonus Mistake)

Four Mistakes Referral Programs Make (Plus One Bonus Mistake)

Oct 14, 2025 deep dive

Most referral programs underperform not because referrals don't work—but because a few fixable patterns quietly kill growth before it compounds. In this video, Keith Posehn breaks down the four mistakes that stall referral-driven growth, plus a bonus mistake most teams never see coming. You'll learn why tucking a link in your footer isn't a program, why generic $5 offers backfire, how complexity destroys trust, and why treating referrals as a siloed checkbox leaves massive growth on the table. Whether you're launching your first program or trying to turn a sleepy one into a profit engine, this video gives you a practical blueprint to apply immediately.