Posts

Lessons from Northwestern on choosing environments, being early, and putting yourself where important changes are unfolding.

As interaction shifts from Human→Tool to Human→Agent→Tool, complexity becomes an affordance—but only if we design for reasoning transfer, progressive visibility, and calibrated trust.

The complete toolkit for building a billion-dollar company with a team of one. How AI agents handle research, coding, operations, and marketing while you focus on vision.

Products are conversations, not launches. Crowdlisten is evolving from insight extraction into a real-time feedback layer that connects what builders ship with how audiences actually respond, creating continuous learning loops that compound over time …...

Reflections on timing, momentum, and the urgency of positioning in the rapidly evolving AI landscape. From early optimism to the reality of commercialization challenges.

How Every built a million-dollar AI business with just 15 people by embracing AI-first operations. Their engineers write virtually zero code while publishing daily newsletters, shipping products, and running consulting—the most radical example of …...

The methodologies that get you into elite institutions—optimized for speed and pattern recognition—become liabilities when facing the genuine ambiguity of startups and real-world problems.

Discovery is moving from static data retrieval toward systems that understand why a user is searching, not just what they type. The next generation of search experiences must merge precise recall with adaptive reasoning.

Using AI-powered social listening to extract authentic customer insights from online discourse. Moving from product-to-market to market-to-product development through systematic analysis of community discussions that inform PRDs.

A framework for deciding when to sunset products and projects. Understanding opportunity costs, sunk cost fallacy, and making difficult decisions about failing ventures. Essential guidance for startup founders and product managers.