Using LLMs for fun and nonsense

Something very exciting in the current age of LLMs, is that you can just think of an idea as a sentence, during a short coffee break, throw it into a language model - the highly capable Calude Sonnet 3.5, which is my favourite in this case - and ask him to write an essay around it.

My prompt was:

Please write an essay with the title:

Metonymy in evolving codebases - The Lacanian perspective for increasing onboarding difficulties in scaling projects

And thats it! Ain’t it magical?


First Draft:

Response:

My intention was the point named “The Metonymic Nature of Code”, please focus the essay only around it and make it shorter

Then I got my intended essay, more or less. I am sorry for any nonsense and hallucinations, but it was a nice usage of a coffee break:

Metonymy in Evolving Codebases: The Lacanian Perspective for Increasing Onboarding Difficulties in Scaling Projects

In the realm of software development, the concept of metonymy—a figure of speech in which a thing or concept is referred to by the name of something closely associated with it—finds an unexpected but profound application. As codebases evolve and projects scale, the increasing complexity often leads to significant challenges in onboarding new developers. This essay explores the metonymic nature of code and its impact on project scalability.

The Metonymic Nature of Code

In software development, metonymy manifests in various forms, serving as a linguistic shorthand that allows developers to work with abstract concepts efficiently. However, this same shorthand can create layers of meaning that become challenging for newcomers to unravel.

Function and Variable Names as Metonyms

Function and variable names often stand in for complex processes or data structures. For instance, a function named "processPayment" might encapsulate a multitude of operations, from data validation to financial transactions and database updates. This single identifier becomes a metonym for a complex series of actions, allowing experienced developers to quickly grasp its purpose without delving into the implementation details.

Modules and Classes as Conceptual Metonyms

On a larger scale, entire modules or classes can serve as metonyms for broader system concepts. A class named "UserManager" might represent not just user data, but also authentication processes, permission systems, and user-related business logic. The name becomes a stand-in for a whole subsystem of the application.

The Compounding Effect in Evolving Codebases

As codebases grow and evolve, these metonymic relationships multiply and intertwine, creating a dense network of signifiers. Each piece of code becomes a node in a vast semantic network, its full meaning only apparent when viewed in context with its associated elements. This compounding effect can make it increasingly difficult for new developers to gain a comprehensive understanding of the system.

Implications for Project Scaling and Onboarding