John Cutler · 16 min read · Product Strategy
TBM 445: The Feature Factory: A 10-Year Retrospective
Read the original on cutlefish.substack.com →
John Cutler reflects on his viral 'Feature Factory' post from 10 years ago, which unexpectedly changed his career and spawned a decade of writing. He revisits the core ideas, acknowledging that while the post sparked important conversations, its binary framing (outputs vs. outcomes, projects vs. products) oversimplified reality and led to misapplied organizational changes. He argues that the real world requires navigating all of these tensions simultaneously rather than choosing sides.
Key Takeaways
- Every company operates with some degree of feature factory thinking — the key is learning how to navigate it rather than assuming you can eliminate it entirely.
- Binary frameworks like 'outcomes vs. outputs' and 'projects vs. products' were useful for sparking conversations but dangerously oversimplified how real product organizations actually work.
- The 'projects to products' movement had unintended consequences: over-hiring in product management, sidelining design/UX, and forcing inappropriate product language onto platform and infrastructure teams.
- Even high-performing product organizations face the same tensions around shipping speed, metric pressure, and balancing exploration with execution — they just have more historical context and leeway.
- Premature organizational convergence around new product structures, driven by these binary frameworks, contributed to many company layoffs during the ZIRP era.
Excerpt
10 years ago I wrote a post on Medium about Feature Factories that literally changed my life. Funny story: I was trying to get a Medium researcher to understand something. I wrote the post in a couple minutes to “prove” that the punchier, more hard-hitting, more judgmental, and more “oh, I’ve seen that before” a post was, the more traffic it would get. I meant what I wrote, but I was struggling to explain how the longer I spent on a post, and the more nuanced I tried to make it, the less traffic it got. So this was my…