Shift-left eliminated the QA role.
Now we have AI generated shit code, with devs that don’t understand the low level details of both the language, and the specifics of the generated code.
So we basically have content entry (ai inputs) and extremely shitty QA bundled into the “developer” role.
As a 20 year veteran of the industry, people keep asking me if I think AI will make developers obsolete. I keep telling them “maybe some day, but today’s LLMs are not it. The AI bubble is going to burst, and a few legit use cases will make it through”
Both can be true.
Preserved and curated datasets to train AI on, gathered before AI was mainstream. This has the disadvantage of being stuck in time, so-to-speak.
New datasets that will inevitably contain AI generated content, even with careful curation. So to take the other commenter’s analogy, it’s a shit sandwich that has some real ingredients, and doodoo smeared throughout.