Does these language model bots help a little? Sure! But my worry of being replaced is currently sitting at like a 3% out of 100%. I expect to still have a job right up until we have AGIs, and quite probably for long after, as not everyone will be able to afford them. That is assuming we have any meaningful control over them.
I see the results from programmers who never learned assembly.
Just like repairing and building cars from the ground up makes me a better driver. For example, the clutch in my car lasts a lot longer than it does for other drivers.
2) I am an old fart and had never said anything even remotely approaching "who did not do assembly will never be able to code". One can learn programming using any language. However some experience with the languages of multiple level definitely does not hurt.
In order to evaluate generated code you have to know how to program.
Intervening can be done via LLM in some way I reckon
>"Intervening can be done via LLM in some way I reckon"
This inspires much confidence
For years we've been saying "computer time is cheaper than developer time."
Well, that's about to come back to bite us, in a big way.
None of those problems are amenable to modern LLMs. The moment you try to be formal enough to be unambiguous, you start writing code.
But the real world violates this all the time. You want to buy a car. Some company you've never heard of in China makes the chips that detect whether or not your windshield wiper fluid reservoir has fluid. A shipment to the car manufacturer is ready to go out. But, there are no shipping containers. Until the windshield wiper sensor chips arrive, the car factory can't make any cars, and don't have room to unpack the shipping containers with unneeded parts that are piled up outside. So there is no container that can go back to China to bring the chips to the factory. While all that is worked out, SV venture capitalists print some money to give to a used car startup, making it super easy to get the best price on your used car. With no new cars available and flashy discounts to get the market kickstarted, the used car market shoots up, meaning that even though you want a new $60,000 electric car, all you can do is buy a used 1988 Yugo for $150,000. You walk to work, even though you have the money for the car you want.
If it's software, this is what we call a pageable event and the postmortem whines about "separation of concerns". But in the real world... well, we don't have those. We LOVE thinking we do, but when shit blows up, it's clear that we don't. So are we really surprised that software works the same way? It's how the Universe works, not bad architecture. The Universe has terrible architecture. Adjust some of those constants and try again!
But if you're willing to do without the "as you edit" requirement, then what you're left with is a plain old breakpoint debugger. Certainly, there are many IDEs that have those builtin.
and then you can just evaluate expressions within the function. The fancy way with editor support is: https://github.com/vvvvalvalval/scope-capture-nrepl
you make snapshots of the local variables at any point, and later evaluate code in the context of that snapshot. So you do some action in your program that results in that function being called, it'll save the input, you select that snapshot, and now you evaluate in the context of those function arguments as you edit and eval expressions in the function. And while clojure supports interactive development at a level beyond other mainstream languages, Smalltalk and Common Lisp have support for it on another level, for example: https://malisper.me/category/debugging-common-lisp/
There's some study where Smalltalk came out as the most productive language, I don't know whether it's more productive but that kind of interactive development where you build up your program evaluating it the whole time, without ever restarting, is a lot of fun. Why it went out of style I don't know
I think it's this paper: https://www.ifpug.org/wp-content/uploads/2017/04/IYSM.-Thirt...
Presumably the differences between "GW Basic", "Basic (interpreted)", "Quick Basic", "Visual Basic" ("Excel" Visual Basic for Applications?) follow from differences between the software development tools provided with the different language implementations.
So shouldn't we expect wildly different results between Java + plain text editor and Java + IntelliJ IDEA?
But there's only some kind-of generic place-holder "Java".
Maybe that description is incomplete.
Maybe there's a stack of mundane activities that are needed for that style to be effective.
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"Within each project, a set of changes you make to class descriptions is maintained. … Using a browser view of this set of changes, you can find out what you have been doing. Also, you can use the set of changes to create an external file containing descriptions of the modifications you have made to the system so that you can share your work with other users.
…
The storage of changes in the Smalltalk-80 system takes two forms: an internal form as a set of changes (actually a set of objects describing changes), and an external form as a file on which your actions are logged while you are working (in the form of executable expressions or expressions that can be filed into a system). … All the information stored in the internal change set is also written onto the changes file."
1984 Smalltalk-80 The Interactive Programming Environment page 46
https://rmod-files.lille.inria.fr/FreeBooks/TheInteractivePr...
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"At the outset of a project involving two or more programmers: Do assign a member of the team to be the version manager. … The responsibilities of the version manager consist of collecting and cataloging code files submitted by all members of the team, periodically building a new system image incorporating all submitted code files, and releasing the image for use by the team. The version manager stores the current release and all code files for that release in a central place, allowing team members read access, and disallowing write access for anyone except the version manager." (page 500)
1984 "Smalltalk-80 The Interactive Programming Environment"