Earlier quoted context omitted.
What did your AI-assisted workflow look like 1 year ago? I can only speak for myself, but I would carefully specify a class or module in great detail and then hand it off to the model to implement, then carefully review the result. How about 2 years ago? Back then, I wouldn't even trust it to write a 5-line function without making some sort of silly mistake. Today, I can leave an agent running by itself for 20 or 30…
I disagree with your assessment pretty strongly -- the models themselves hit a wall over a year ago once companies exhausted all existing training data. LLMs don't induce world models, and they aren't capable of real search an planning outside their training distributions. They, structurally, never will be. I haven't noticed a change in what I trust a model to generate in response to a single prompt in a year. The fa…
As a next step, take another look at the next practices, and apply them to your work (simon's agentic series is a good place to start). Or not, you do you.