Dustinwrites
Independent tech analyst writing about AI, app, and product development. I share clear comparisons, frameworks, and research to help teams decide better.
Recent posts
-
Why Most AI Exam Prep Apps Fail (And What the Successful Ones Do Differently)
There are hundreds of AI exam prep apps available right now. Most of them will not exist in two years. Not because the technology failed. Not because students stopped needing help. But because the majority of EdTech products in this space make the same set of decisions that lead to the same outcome: strong initial downloads, shallow engagement, and quiet abandonment somewhere around week three. Un…
-
Building an AI Homework App: What Founders Need to Know Before Starting
A student photographs a handwritten calculus problem, and within seconds receives not just the answer but a step-by-step explanation of exactly how to get there. That experience, which would have required a human tutor or an hour of forum searching just a few years ago, is now table stakes for a new generation of AI-powered study tools. Building an AI homework app that delivers this reliably, acro…
-
From Idea to Launch: A Practical Guide to OpenLoop Platform Development
Most healthcare founders don't fail at telehealth because the idea is wrong — they fail because they underestimate how many regulatory, clinical, and technical pieces have to work together before a single patient can complete a visit. Understanding OpenLoop platform development from a process standpoint, rather than just a feature standpoint, is what separates teams that launch successfully from t…
-
How an Oral GLP1 Program Supports Sustainable Weight Loss
Have you ever wondered why some weight management programs achieve long-term success while others struggle to maintain patient engagement? The answer often lies in accessibility, convenience, and the ability to provide continuous support throughout the treatment journey. As healthcare continues to evolve, oral GLP-1 treatments are emerging as an innovative solution that makes weight management mor…