The Stupid Programmer Manifesto

Unfortunately it's not a popular belief anymore, but [asynchronous] central event bus is a terrible idea on it's own, and it goes against what [micro]services are about.

If you want microservices to work you shouldn't have anything central in them, and you should avoid async as much as possible.

When I wrote PHP on the server I had real problems with the "CI" part- I would refresh my page an manually test each change. Do you have Continuous Integration tests (i.e. automated) for this code or are you also doing the manual refresh cycle?

No shame either way, I think the juice isn't worth the squeeze for automatic testing short-lived code myself

> Also, mapping/transformation logic can often just be simple, pure, total functions

I find this is never the case - usually for the exact reason you inadvertently sold as some kind of "benefit": "it's reserving the right to change two pieces of data independently" - because when you need to map from, say `SignupRequest` to an `SavedAccount` object you'll encounter data-members required by `SavedAccount` which cannot be sourced from the `SignupRequest` object - for example, supposing the UX people come to us and say we need to split-up the registration form into 2 pages, such that most fields are still on page 1, but the password boxes are on page 2. Now you need to deal with how to safely persist data from page 1 for use in page 2 (so using hidden HTML inputs between pages won't work because that requires POST requests to work, but both pages should be able to be intiially-requested with a GET request.

I think of it this way, actually: I have a different structure for every major use in my system. A fairly general variant is having a structure for input, a structure for my internal operations, and a structure for output, but I use that just as an example. Each of them can be used as I outlined above, with methods to transform between them as needed.

This is necessary because each of those things represent completely different needs, because they operate in different domains. In particular, the guarantees are different; the input must effectively be treated as having no guarantees, and you must check them all. Your internal operation may add additional guarantees it provides, things you don't need to check anymore because the mere act of being passed a value of a particular type means that the code can rely on this particular thing being true, thus saving me a ton of code everywhere. For the output, you don't care at all about any guarantees but you need to conform to what the external world needs.

In general, trying to cover all these bases with one structure is a bad idea which leads to pain. I've seen it many times, where developers try to overload one structure to do too many things.

In specific... it so happens that 95%+ of the time, covering all the needs with one structure works out fine. But I conceptualize this differently than you. I do not say to myself "It's OK, one structure is all I even need because anything else would be overcomplication." I say "It so happen here that the structures are so similar that I can conveniently elide them down to one without significant loss. I can do this because I have examined all the needs and guarantees and verified that they do not conflict."

But the difference is, as soon as they do conflict, as the codebase changes over time, I split them, leaning on the compiler to guide me through the process, because I know from experience it is not particularly hard. When you need to do this, it is easier to just do the split of types than to try to make one type straddle the gap. (Besides, once you have one type straddling one gap, the odds are by the time you're done it's going to be straddling more than one gap. This tends to happen precisely to those most central types.)

I bet you have at least one type somewhere that is suffering from trying to straddle too many use cases. But I would also bet you don't actually have many such types. It turns out that the majority of the time the elision is safe. But I think it is a useful perspective to still mentally model that as an elision and having separate types as the underlying model. I think the way you are advocating for thinking of it works fine the 95% of the time our models agree, but in that other 5%, someone following my system is going to be a lot happier than someone following yours.

I do a lot of relatively small programming, projects in the single person-year range. I do a lot of this sort of elision, because bringing the full power of generalized architecture to such projects can cost you a lot more than it gains. But I also do this sort of modelling in my head a lot, too, and when I notice a particular elision is starting to cost me something, I will on-demand unelide some particular architectural elaboration on the spot. In fact I am taking a break from this exact process to type this post, as I need to replace an increasingly complicated hard-coded structure of decorator-based plugins for a fully configuration-based model of arbitrary combinations. For any given such re-elaboration, it is perhaps more expensive to do than if I had started with that architectural feature in the first place, but across the full space of possible architectural features I win big versus starting with an architecture that is too heavy weight in many ways that I will ultimately never need in this particular project.

Me too, and I wouldn't apply most of OP rules to my day job. They just aren't a good fit. Sometimes using the right tool (e.g. Docker) actually decreases the overall complexity of the system, even if it raises it locally.