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I was similarly an AI skeptic 3 years ago. When GPT-4 was the state of the art, I thought we're going to plateau soon because of context size limits (remember back when you had to pay insane money just to get 32K)?

Last year was the first time I saw an AI agent actually debug and fix a non-trivial bug in a satisfactory way. Even then, trying to use it on larger tasks made it clear that it wasn't something I could just hand over the issue tracker to.

Now? I've been using Codex for the past several months to work on a nontrivial project. Which was prototyped in C++ (for library reasons mostly), then had the initial version written in Haskell, and more recently I got it ported to Rust to keep memory use in check on mobile.

These things are not trouble-free, but the sheer amount of progress made in just the last year alone is astounding. Skepticism is well and good, but healthy skepticism ought to yield to tangible evidence.

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Good code is a living document that shows intent, and allows ease of maintainability.

Most people feel more productive with chat bots, but often end up wasting more time chasing self-inflicted issues. Same clown-car of Dev-ops proponents no doubt billing by the hour. =3




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