AI-Powered Dual-Track Product Development Before PMF

I wonder whether AI can enable a dual track model for building products while finding product market fit.

The Historical Problem

So far, companies were forced to choose between speed of validation and iteration, and stability, scalability, and maintainability.

Why Your Codebase Fights Change (And How to Fix It)

If you’ve worked with software for any length of time, you’ve seen it: a codebase that starts as a lean, focused system can morph into a costly, resistant beast without careful stewardship. I recently led a workshop on this topic, and it sharpened my perspective on what drives long-term success in development. What’s difficult isn’t implementing algorithms or optimizing data structures. It’s about ensuring that ongoing changes remain affordable, low-risk, and efficient. For those steering teams through the pressures of tight deadlines, growing systems, and collaborative demands, managing complexity is what keeps projects on track, budgets in check, and teams productive.

'Winter hats go with winter coats', and 'supporters instead of jailers'.

In my journey through various workplaces, I’ve noticed recurring problems that seem to plague most companies. Two issues stand out prominently: the pervasive presence of office politics and the diminishing capability of companies over time.

A vision for Web 5

Hype cycles in tech rarely translate to significant changes in our lifestyle. Technology is a wide topic, but let’s focus on information systems today, and leave energy, food, water, health, and other important topics for another time.