Qq Tobin,what about projects that are already MCP connectors and have this stuff already in the directory. Anything we should do to adjust things or are things good the way they are?

So I other words, if you said “I want the buttons text to be ‘thing’” it wouldn’t have picked it up without handling this case right? Trying to understand how far text parsing goes.

this started playing and I legit felt a panic creep in trying to figure out why I'm getting so many notifications

it had nothing to do with how hard it was and everything to do with controlling their own destiny in a way they think made the best strategic sense. It's true that not every agent works as well with the same context but beyond that, they want to do their own thing. Allowing support for both paths is definitely the way. I'll also say that, having been part of those conversations with agent builders in the early days of all of this trying to get these agents to standardize on _something_, zero of them wanted to be the first and they all had the same mindset. It's also worth noting that, the others were more incentivised to do it to support cross-compatibility so they can win over more folks. Claude code is still the dominant coding agent they didn't (and still don't) have that problem. Similar to how noone could get OpenAI to do anything driven by someone else. At some point, while it might be true that different context favors models differently, if there's no material proof over time then that justification falls over. So, rationale becoming weaker as the months roll on and tobi-level market pressure, it just makes no sense to hold back any more. But it was certainly a combination of things not simply technically hard or Tobi has the say

You can use it from Netlify AI Gateway today, just use their SDK on a serverless function and it should just work

Lots of agents already support this! They are deeplinks bespoke to them but it's pretty cool

Nice! Evaluations is a good start for this. @justKDeng we should connect and bring it to @Netlify's AI gateway too and make it available for all of our builders to incorporate across the stack

Don’t mind me refreshing my email all night

I tend to agree, though, while humans aren’t necessarily asking for frameworks or are having their own opinions as much anymore. AI has been trained on all of the prior opinions. So we found that framework decisions end up still being a very important driving factor but it’s the agents making them not the human agents aren’t deciding to do something basic and then building on that. They are deciding to jump all the way to a framework abstraction and I believe it’s whenever that becomes less the case than this future will actually happen

It will give you a confidence score for each available value from a finite set of values that answers your prompting. So imagine a prompt to generate a config based on a natural language prompt.. instead of getting AI telling you the exact configurations with the fields transformed to "myfield": "somevalue", it tells you its confidence of which value is right "myfield": {"value": "somevalue", "confidence":0.788} So if you know all possible values for some structure you can use jev to get the confidence score of how each value might meet the requirements of the prompt. The benefit being, if you have the ability to put a question and accept an answer that way, you can do so with much better speed and accuracy

Awesome, Excited to try it out. I don't see /plugins on 1.3.0 which is the latest version from the installer

Jason, these are so sick! Hah, I love seeing a big dude in a Lambo. Last time I got in one, my head was pushing the roof.. should have picked the convertible

Amazing! We have ..lots.. of workloads and customers we’d love to put this in front of 10s of millions of devs on Netlify @CompleteSkeptic

Yeah, we see it everywhere as well. Folks with a subscription would like to bring that so they don’t have to procure more to use the harnesses they like