Generalization and specialization: more of column A, a little less of column B

  1. Now, I attempt to write in the style of a tweetstorm. But about code. For my website. Not for tweets.
  2. For a long time, we have been embracing specialization. It’s taken for granted even more than capitalism. But maybe not as much as the sun rising in the morning
  3. From specialization comes modularization, inheritance, microservices, pizza teams, Conway’s Law, and lots of other things we sometimes consider as righteous as apple pie.
  4. Specialization comes at a cost though. Because a specialized entity is specific, it is useless out of context. It cannot exist except for the support of other specialized things.
  5. Interconnectedness is the unintended consequence of specialization. Little things depend on other things.
  6. Those dependencies may prove surprising, fragile, unstable, chaotic, or create a bottleneck.
  7. Specialization also requires some level of infrastructure to even get started. You can’t share code in a library until you have the infrastructure to import it at runtime (dynamic linking) or resolve the library’s dependencies (package managers).
  8. The expensive open secret of microservices and disposable infrastructure is that you need a high level of operational acumen to even consider starting down the road.
  9. You’re either going to buy this as a service, buy it as software you host, or build it yourself. Either way, you’re going to pay for this decision right in the budget.
  10. On the flip side is generalization. The grand vision of interchangeable cogs that can work any project.
  11. A year ago I would have thought this was as foolish as microservices. But the ecosystems and tooling are getting really good. And, JavaScript is getting good enough and continues to have the most amazing reach across platforms and devices.
  12. A year ago I would have told you generalization is the foolish dream of the capitalist who wants to drive down his costs by treating every person as a commodity. I suspect this exists in parts of our trade, but developers are generally rare enough that finding a good one is difficult enough, let alone a good one that knows your ecosystem and domain already.
  13. Generalization gives you a cushion when you need help a short handed team get something out the door. You can shift a generalist over to take care of the dozen detail things so the existing team can stay focused on the core, important things. Shifting a generalist over for a day doesn’t get you 8 developer hours, but it might get you 4 when you really need it.
  14. Generalization means more people can help each other. Anyone can grab anyone else and ask to pair, for a code review, for a sanity check, etc.
  15. When we speak of increasing our team’s bus number, we are talking about generalizing along some axis. Ecosystem generalists, domain knowledge generalists, operational generalists, etc.
  16. On balance, I still want to make myself a T-shaped person. But, I think the top of the T is fatter than people think. Or, it’s wider than it is tall, by a factor of one or two.
  17. Organizationally, I think we should choose what the tools and processes we use carefully so that we don’t end up where only one or two people do something. That’s creating fragility and overhead where it doesn’t yield any benefit.