Let's say I have leftover garbage in usr/local/lib. I clone a new project that I need to patch because it's broken. I try to fix the new project but the fix isn't working. I have no idea why. I spend hours trying to trace down the problem.
What was the issue? The project picked up some of the old garbage libraries I had in usr/local/lib, which had a bug that made my fix not work.
For developers, global dev library garbage = global mutable state. It interferes with development, creates more sources of potential issues, and takes time to trace and debug. A clean and/or localized environment is essential for the accurate pinpointing of bugs and issues.
This is the problem. Once you understand library loading, once on your system, and learn, once, how to query the system and see what libraries are being loaded and from where, you won't have to waste hours on this problem again. Until that point, you're operating a system without understanding, and that will always lead to breakage.
It's a basic tenant of development. Eliminate all additional sources of issues and complexity by presenting a clean, well-controlled sandbox in order to effectively diagnose it and fix the real bug.
In fact, you should be able to try a newer version of a dependency, an older one, or run 10 variants (containers) each with different versions to e.g. test whether the project you're working on is widely compatible with a flexible range of that dependency. These things are done all the time.
The tools are inadequate, not the developers. Engineers on both sides need to stop assuming everyone else is an idiot.
The key to understanding the benefit is the power of having done this in a standard, widely used way which is supported by many tools, used by an increasing fraction of projects, and which makes knowledge and training broadly portable. Some shops had some of those benefits but most fell short in multiple areas, ran into arguments with vendors / contractors, or required substantial ramp-up time for anyone new. Distribution packaging solves some problems very well - there’s a reason almost everyone uses it inside containers - but it has well-known problems with conflict resolution and coordination which are not easy to solve, tending to lead to inflexible policies and restrictions. Having a standard answer for the boundaries between generic system-level and application-specific concerns has been a great way to improve both sides while saving a good deal of time.
You're talking about Makefiles here circa 25 years ago, right?
Makefiles have to work, and /bin/sh is still there last I checked on my machine. The problem with the broadly portable knowledge and training is that many people seem to think "don't bother with all that, just use docker" is an acceptable answer and "best practice" is not to learn Unix because it's not new and shiny.
And yet I get GNU Makefiles all the time that don't work when I type "make" at my computer, since they use things that aren't compatible with my version of Make. It's clearly more of a problem than you think it is.
The worst thing about Docker is that people think learning Docker is a substitute for basic competence as a sysadmin.