Practical perspectives on complex work
Frameworks, lessons learned, and grounded thinking on product strategy, ecommerce, business analysis, and AI-assisted workflows.
Use AI Without Getting Dumber: 3 Ways to Make It Sharpen Your Mind
AI doesn't make you dumber. Using it to skip your thinking does. Three ways to use AI as a thinking partner that sharpens your mind instead of replacing it.
Iterate to Escape the Generic: Why Your Best AI Work Happens After the First Draft
The first answer AI gives you is the average answer. Iteration is how you turn it into your answer.
People Hate AI Slop for a Reason. Here's What to Do About It.
The anti-AI backlash isn't just a mood. A big part of it is a reasonable reaction to slop: content made without care. Here is why people hate it, and what creators can do about it.
AI Didn't Kill Requirement, It Made Them Critical Again
User stories shifted product teams toward understanding intent, but AI has exposed a new gap. When execution happens in minutes, precision becomes the real competitive advantage.
What Vibe Coding Popularity Quietly Reveals About Organizational Frustration With Software Delivery
Vibe coding's popularity isn't really a technology story. It's an organizational one, exposing years of accumulated delivery friction that business teams quietly normalized.
Relearning Requirements: How Teams Can Rebuild the Muscle After Years of Agile Drift
AI doesn't just accelerate delivery. It exposes weak thinking immediately. Many teams lost the habit of writing with precision, and now the cost of that drift is becoming very visible.
Product Teams Are Spending More Time on Strategy but Less Time With Customers
47% of product professionals report spending more time on strategy, but 53% spend less than 5 hours a month with customers. There is a difference between internal strategy and market strategy, and many teams are confusing the two.
Product Teams Are Being Measured on Revenue But So Is Sales
Both product and sales teams are now accountable for revenue, but they influence very different parts of it. Conflating the two creates organizational friction that is entirely avoidable.
AI in Product Management
AI is being adopted faster than teams can evaluate it. A grounded look at where it creates genuine leverage in product work, and where the hype still outpaces the reality.
Scaling Multi-Storefront Ecommerce
Running one storefront well is hard. Running five is a different discipline entirely, one that demands architectural decisions most teams delay until they're already in trouble.
How To Build An AI Purchasing Assistant On An Ecommerce Platform
A practical guide to building an AI purchasing assistant using Flowise, product data, and a simple ecommerce integration model, and why starting constrained is almost always the right call.
Product Teams Are No Longer Measured by Shipping
Revenue has replaced shipping as the dominant success metric for product teams, but most organizations haven't updated their operating models to match. The gap is creating enormous tension.
Writing Product Requirements That Work
Bad requirements are one of the most reliable sources of rework, misalignment, and missed launches. Here is what good ones actually look like.
AI Is Quietly Forcing Ecommerce Teams To Clean Up Years Of Operational Debt
Ecommerce organizations are excited about AI, but AI is also exposing operational debt they were previously able to ignore. Messy product data, unclear ownership, and fragile processes are becoming impossible to hide.
The Production-Not-Live Strategy
Deploying to production without going live is a powerful but underused migration strategy. Here is what it requires and when it makes sense.
From Requests to Products
Most product teams spend their time managing requests. The shift to product thinking is harder than it sounds, and more valuable than most leaders expect.
The Hidden Complexity of B2B Ecommerce
Many B2B ecommerce projects start as website projects and quickly become operational transformation projects. The website is rarely the hard part. Everything behind it is.
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