GenAI

December 10, 2025

When a Product Leader Goes Back to Building: Reviving 5-Year-Old SaaS With AI

Parental leave has a funny way of slowing life down in the best possible way. Between diaper changes, late-night feeds, and short naps, I found myself […]
July 27, 2025

Traditional AI Engineers vs. GenAI Engineers: What Sets Them Apart

As AI transforms how we build products, it’s also reshaping who builds them. The roles of Traditional AI Engineers (data scientists, ML engineers) and Generative AI […]
July 22, 2025

Rule-Based vs. Probabilistic: How Traditional & GenAI Workflows Differ

Once you understand the training differences between Traditional AI and Generative AI, the next major shift to grasp is in how they operate day-to-day. This is […]
July 15, 2025

Traditional AI vs. Generative AI: Two Worlds, Two Mindsets

Let’s be honest – AI is everywhere right now, and most people are throwing around terms like “traditional AI,” “machine learning,” “generative AI,” “LLMs,” and “foundation […]