 Nice seeing so many faces we've seen before again. Trying to make this a regular thing. Big hand to ThoughtWorks for hosting us tonight at 40 Beat Sign Drinks. And I'm sure Henry would like to point out that they are always hiring talented and good people. Yeah, so again, we've heard about ThoughtWorks before. Do look us up. We're a multinational software consulting. We've got offices all around the world. We are hiring people in Singapore. So if you are interested, just having ThoughtWorks.com slash join us. Take a look. And while I have all of you all's attention, you should also know that we have Icon coming up here in Singapore. And we would love to have speakers. So you should come and look at our call for proposals. We already have a bunch of really interesting speakers coming in here. So I will be honest and say I haven't actually read up on that. Victor, if you can help out on people. Can you, the people that are coming, yeah? Yes. Yes. I'm sorry, I'm sorry. Oh my fault. Yeah, okay. So we are having our Icon this year. The first is Andrew Glockman. You might know him for, you know, Django before and South. As well as the new migrations. So that's the guy who's known. He used to also wrote it. So there is someone, he's an engineer at Spotify, and she founded S&M High 80s. For those who don't know, we have high 80s in Singapore since last year. So this year, we got two very, you know, very involved parties to assist to come here and give a talk. So Jessica as well. Jessica actually key noted that Icon came back in Taiwan last year. So we reached out to her, and she was happy to come to Singapore to give her key note again this year. And so she's a director of TSM, you know, a big star in the US, but we don't hear all much in Singapore. So these are the key speakers we have this year. And if you're interested to come listen to the talks, we are having our early bird sales soon. And for those who, all of you should share. So you should come here and submit your proposal or talks. Or even workshops. We do have workshops on Thursday. So encourage all of you to come take a look, and you know, if you have something interesting, item related or not, you can just software engineering to be able to share, to get an account on some of your proposals. So we can take a look. All right. Thanks. Before we kick off, is that Ignition 2 cold? Yes. It's cold. It's cold? Yes. It's cold. It's cold. It's very cold. It's very hot. It's really hot. It's cold down the road. Is it present in that orange nest from Centaur? I could say it's important. All right. All right. So long. All right. And if you would like to have a talk, please, proposals on the website, pycon.sg. With that, our current schedule, where did Keynote go? And first off, we have Gabe talking about pie test and mocking.