🍒 How Betway Tests in Production – Hypothesis-Driven Development and More | LaunchDarkly Blog

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It feels right and we got to build it. Some of my users perhaps just look at our pages logged out to see what the latest thoughts or whatever. Then you can just turn things on or off accordingly and fixing has now put it back live without really impacting users and without having the hassle of doing rollbacks and that kind of thing. The hypothesis was by having one single bigger join now button, that is going to generate more successful registrations for us. It feels a bit weird for them seeing that feature time and time again. We are making that available, if anyone is interested in that or making it as a basis for your own. If we want to have features that are across different applications in front end services, then we can use that. No, that was all manual. Thank you. Then during the load test it was only ever hitting a mach end point and just returned the data back from the app itself rather than hitting the real content endpoint. This kind of stuff makes that much easier for us. Michael: I think the goal that they were trying to do. The follow on was, was that part of the hypothesis spec? So what we have found is by using feature toggles, we can move to, for some teams a trunk based development start. The Rise of the Front-End Developer. LaunchDarkly Blog. Perhaps not here, but a lot of people do associate programming and developing with more of the craft based approach, which is someone is given a specification of something that looks right. If a user comes to the site one day, sees feature A and then they come back another day and see feature B and come back another day and see feature A. So when I say 50 50 there are some slight caveats to that, where we are testing stuff and identifying things. So the load testing one here, one of our new microservices makes a number of calls to get content. DevOps Parenting. Config Files. What we found was number three is the least clicked of all these channels, but is the one that results in the most successful registrations. So we all understand what that goal is and we can agree on what the metrics are for that goal. That does come up at the hypothesis specification kind of conversations. May not be great on the screen, seems a bit dark. But as you can see, the trend for the exception rate is decreasing. Hopefully that link works. So this should be good. Feature Flags vs. Our assumptions are not always the same as what the businesses are going to assume when they request the feature. What Are Feature Flags? But what we can do is when we have minified and unminified versions of our JavaScript on site, we can actually turn a toggle on for specific users within our network that will return the unminified version of the JavaScript. Watch to learn more about the processes his team has put into place since then. So the hypothesis from understanding that was if we emphasize a single link on the homepage, there will be more registrations. So they actually encapsulated those calls in LaunchDarkly feature toggles. So the hypothesis has been proven for this business hypothesis. There is no other environment for them. If that makes sense. Can you turn it off please? So asking these kinds of questions has certainly helped us in the past. It says we and then at the end it says four. So they have stuff on their local machine and everything else goes to the master branch and goes to live. That was Edge. So we find that because some parts of the business know that we can turn feature on or off very easily, they request us to do the work. Deployment Automation vs. If we are talking about having a more scientific approach, I feel it should be hypothesis driven engineering, but the industry standard is development. On the same kind of theme, understanding what the sample is going to be for the experiment. So this is perhaps validation of an idea. If you wanted to, you could check it out on your phone and half the room in theory sees the left one and half the room in theory sees the right one. We were checking the data ourselves, analyzing what the logs were telling us. Subscribe to Our Newsletter.{/INSERTKEYS}{/PARAGRAPH} So we do try and work with them to make sure that happens. {PARAGRAPH}{INSERTKEYS}Michael Gillett started the evening with a talk on how his team at The Betway Group has embraced hypothesis-driven development, and how testing in production is a key part of these practices. We will split traffic between the variations that we have. What that allows us to do is there are a couple of really tall spikes. So first up is the kind of business hypothesis. They wanted to properly performance test this new microservice or whatever. Engineering implies a little more science than perhaps development does. So right now there is a 50 50 split between these two home pages. We can roll out things based on any number of targets here. So we set about, several months ago, actually building a brand new application to be our brand new homepage to evaluate whether this hypothesis is correct or not. So with this project we had no rollbacks. We were able to turn the redirect off for the Edge browser using feature toggles. It was mostly based around the number of exceptions that we were seeing in the click through rate on the button. We can do it on our own timeline. As long as that was in line with what we wanted and it was no worse than the existing home page, then we felt confident to keep going there. It is a performance improvement. We log absolutely everything we possibly can, all of the metrics, the exceptions, et cetera. If you can figure that out. Alongside that we have had some technical accomplishments as well. So we would create a hypothesis that we can improve something, add more value to the site of what we are doing. So the question is kind of how do we schedule incrementing the the rollout. Normally these have been for technical improvements as opposed to a new business requested feature. Also having an understanding of what success and failure would look like, because sometimes it might not be a failure for some people and other people it would be. On the current homepage, I call it current, there are multiple ways that a user can get through to our registration form. Home DevOps. Some of our closest stakeholders kind of are beginning to understand the way in which we work. It can be included in there. When we then apply that to the world of programming and computer science and development. So we can turn it on or off for any of the browsers that we wanted to. The modern day equivalent of that is with SpaceX, who are doing similarly impressive feats of engineering, where they are managing to land two rockets that have just put Apollo into orbit. Well first of all, we set a redirect up on the existing homepage. That in the industry, we perhaps should approach this slightly more scientifically. But ultimately the stakeholders just want that feature in theory to be live to 50 50 as quickly as possible. So again, agreeing what that really looks like is really useful. Once they were happy with it, we then turned it on for a few key members of the business who were going to check out whether it did everything that they wanted it to, whether it looked like they wanted it to. We analyze that information and at the end of it we can then, in theory, validate that the hypothesis was correct or not. So we track on devices. Fingers crossed. We go ahead and do the work. We log all of that. So this is perhaps technical debt. It gets turned on only for them. We have had no critical alerts or outages and all of our exceptions are decreasing over time. Which is where a number of teams are working on a full end to end project. So we were able to put a shit load of load on the microservice without impacting any of the other apps downstream, which was really cool.