I'd love to learn more about what that actually means - does that mean tool usage from LLMs? Cursor agentic mode? Command-line hints for how to do a deploy?
We're entering an era where PR/the press is talking a lot about "AI agents" and I'm not sure that fully matches with the reality of what's going on out there en masse (at the moment).
Me: "Chuck and Lisa are coming over tonight with the kids. Find me a recipe for dinner they'll all like and have the ingredients delivered in time for me to make it. Remind me to turn on the pellet grill if we're using it."
It: "It looks like it's going to be a beautiful afternoon. How about reverse seared tri-tip? There's a sale at FoodMerchant..."
Simple quality variance examples: banana ripeness. Or size of items that can only be ordered by each instead of by lb. Or one of the two onions you needed looking mostly fine on the outside but rotten on the inside.
As an experiment, try ordering all the ingredients to make a specific recipe several days in a row. You'll tend to hit an failure rate between 15-30%. That failure rate is usually fine if you're just restocking for home -- you can always pick up milk/sugar/whatever tomorrow -- but it's pretty awful if it means that something like 1 in 5 of your dinner plans are ruined or you have to leave your guests to rush to the store to pick up some missing ingredient
Also: the LLM will need to be aware of your home inventory, unless you're fine with it ordering lots ingredients you already have
So there's lots of hidden complexity here. If they turn this on, it will be a fun party trick that will work once in a while, but getting burned with ruined plans causes people to churn out fast.
None of this is to say that LLMs have nothing to offer here. There would still be value in being able to tell an agent "Here's my list, get this ordered for me". But being able to say "find me a recipe for dinner that my guests will like and have the ingredients delivered in time for me to make it" without getting burned every other time is actually a much harder problem.
Don't get me wrong, I truly agree there will probably be a point things will be an agentic future. The same chain of events could have been said about booking travel arrangements a couple of decades ago. But until the rest of meatspace actually moves towards those things being normal these things are still in the realm of fantasy on average.
"I apologize for any misunderstanding. How about an entire loaf of sourdough?"