It's a 72-hour virtual build event happening October 15 through 17, where women turn their ideas into real, working products. No coding required, just building. Here's what I'm building: the Unapologetically AI Practice Lab. It's a guided app where professional women learn AI by doing. Think a prompt playground with real-world scenarios and built-in coaching, an Experience Translator that turns your career background into custom AI workflows and prompts, your own personal prompt library, a confidence tracker that shows your skills growing, and a private practice mode so you can experiment without an audience. I'll be competing in the Learning and Careers category. I'll be sharing the journey as I build, so stay close. What is one thing you wish an AI app could teach you first? Drop it in the comments.

OpenAI is telling everyone to move their GPTs into plugins before December 11. Do not do it alone, and do not do it by hand. Both are the worst moves you can make right now. Here is what I know from auditing my own library. I started with 252 GPTs and kept 35. The rest were outdated, duplicated, half-finished, or doing a job a single instruction could handle. Moving all 252 into plugins would have been weeks of stressful, manual work that solved nothing. Migrating a broken GPT into a plugin is like putting a band-aid on a broken foot. There is a better, less stressful way to handle this, and I am going to walk you through it. On Tuesday, October 6, I am teaching a free course on auditing with Muse.ai. I will show you how to use Muse to look at every GPT in your library and give it one verdict: Keep, Improve, Rebuild, Merge, or Retire. Most of your GPTs will not survive the audit, and that is the point. Then on Wednesday, October 7, we rebuild. That is the VIP session, and I work alongside you. If your library is large, we will have Muse do the migration for you. It converts each surviving GPT and stops after each one for your review. You approve, and it continues. If your library is small, I will give you the manual path: Audit, Update, Test, Convert into System Instructions, Convert into a Skill File, and build your own library while you sleep. Either way, you do not leave with notes. You leave with a working library. We will also dive into Muse on the 6th so you can see exactly what it does for you. The 6th is the why. The 7th is the how. If you are joining me on October 6, comment "I'M IN" below so I can see you and save your seat. At the end of the free course, I will invite you into the VIP session on the 7th. Register Here: https://us02web.zoom.us/webinar/register/WN_VcXIIDcSTWqQIj0w-ln7Cg

Organizing your workspace once feels great for about two weeks, then it quietly turns back into a mess, because nothing stays sorted on its own. Here's the fix, and it's genuinely small. Once a week, spend two minutes doing one thing: move anything finished out of your active view, and drop anything new and unsorted into one holding spot to deal with later. That's it. Not a deep clean. Not a full reorganization. Just enough to stop the slow drift back into chaos. Put it on your calendar right now for the same time every week. Two minutes. What day works for you?

Same request, two different prompts. Look at the gap. ❌ Vague: "Write me a caption about productivity." ✅ Detailed: "Act as a productivity coach. Write a 3-sentence Instagram caption for creative entrepreneurs about protecting focus time. Direct, encouraging tone. End with a question. Output: [the format you want back, like one caption, or three options to choose from]." The first one gives AI almost nothing to work with, so it fills in the blanks with the most generic version possible. The second one gives it a role, a specific task, and exactly what the output should look like, so there's nothing left to guess. → Role → Task → Output. Every strong prompt has those three things in it somewhere, even a short one. Try both of these tonight in whatever AI tool you use and see the gap for yourself. Then tell me how different the results actually were.

I see it constantly. Someone attends a great workshop, receive resources, feels inspired for about a day, and then everything just sit there. The problem isn't the workshop. It's that notes and actions are two different things, and nobody translates one into the other. Here's the fix. Take your notes from any workshop, session, or course and ask AI to pull out exactly three things: → The most useful lesson, → One action you can take this week → One thing you're still unclear on. Three items. Not a summary, not a recap. Three things you can actually do something with. Here's a prompt to run it. Use in your LLM of choice: 🤖 "Here are my notes from [workshop/session name]: [paste notes and/or resources]. Give me the single most useful lesson, one action I can take this week, and one thing I'm still unclear on. Nothing else." 👀 What resources have you sat through recently that you never actually applied? Drop it below.