>>Hello, My name is John John Sheikh from Iran Tous. Welcome to our session on new extensions for doctors CLI as we all know, containers air everywhere. Kubernetes is coming on strong and the CNC F cloud landscape slide has become a marvel to behold its complexities about to surpass that of the photo. Letha dies used to fabricate the old intel to 86 and future generations of the diagram will be built out and up into multiple dimensions using extreme ultraviolet lithography. Meanwhile, complexity is exploding and uncertainty about tools, platform details, processes and the economic viability of our companies in changing and challenging times is also increasing. Mirant ous, as you've already heard today, believes that achieving speed is critical and that speed results from balancing choice with simplicity and security. You've heard about Dr Enterprise Container Cloud, a new framework built on kubernetes, the less you deploy compliant, secure by default. Cooper nineties clusters on any infrastructure, providing a seamless self service capable cloud experience to developers. Get clusters fast, Justus, you need them, Update them seamlessly. Scale them is needed all while keeping workloads running smoothly. And you've heard how Dr Enterprise Container Cloud also provides all the day one and Day two and observe ability, tools, the integration AP ICE and Top Down Security, Identity and Secrets management to run operations efficiently. You've also heard about Lens, an open source i D for kubernetes. Aimed at speeding up the most banding, tightest inner loop of kubernetes application development. Lens beautifully meets the needs of a new class of developers who need to deal with multiple kubernetes clusters. Multiple absent project sufficiently developers who find themselves getting bogged down and seal I only coop CTL work flows and context switches into and out of them. But what about Dr Developers? They're working with the same core technologies all the time. They're accessing many of the same amenities, including Docker, engine Enterprise, Docker, Trusted registry and so on. Sure, their outer loop might be different. For example, they might be orchestrating on swarm. Many companies are our future of Swarm session talks about the ongoing appeal of swarm and Miranda's commitment to maintaining and extending the capabilities of swarm Going forward. Dr Enterprise Container Cloud can, of course, deployed doctor enterprise clusters with 100% swarm orchestration on computes just Aziza Leah's. It can provide kubernetes orchestration or mixed swarming kubernetes clusters. The problem for Dr Dev's is that nobody's given them an easy way to use kubernetes without a learning curve and without getting familiar with new tools and work flows, many of which involved buoys and are somewhat tedious for people who live on the command line and like it that way until now. In a few moments you'll meet my colleagues Chris Price and Laura Powell, who enact a little skit to introduce and demonstrate our new extended docker CLI plug in for kubernetes. That plug in offers seamless new functionality, enabling easy context management between the doctor Command Line and Dr Enterprise Clusters deployed by Dr Enterprise Container Cloud. We hope it will help Dev's work faster, help them adapt decay. TSA's they and their organizations manage platform coexistence or transition. Here's Chris and Laura, or, as we like to call them, developer A and B. >>Have you seen the new release of Docker Enterprise Container Cloud? I'm already finding it easier to manage my collection of UCP clusters. >>I'm glad it's helping you. It's great we can manage multiple clusters, but the user interface is a little bit cumbersome. >>Why is that? >>Well, if I want to use docker cli with a cluster, I need to download a client bundle from UCP and use it to create a contact. I like that. I can see what's going on, but it takes a lot of steps. >>Let me guess. Are these the steps? First you have to navigate to the web. You i for docker Enterprise Container Cloud. You need to enter your user name and password. And since the cluster you want to access is part of the demo project, you need to change projects. Then you have to choose a cluster. So you choose the first demo cluster here. Now you need to visit the U C p u I for that cluster. You can use the link in the top right corner of the page. Is that about right? >>Uh yep. >>And this takes you to the UCP you. I log in page now you can enter your user name and password again, but since you've already signed in with key cloak, you can use that instead. So that's good. Finally, you've made it to the landing page. Now you want to download a client bundle what you can do by visiting your user profile, you'll generate a new bundle called Demo and download it. Now that you have the bundle on your local machine, you can import it to create a doctor context. First, let's take a look at the context already on your machine. I can see you have the default context here. Let's import the bundle and call it demo. If we look at our context again, you can see that the demo context has been created. Now you can use the context and you'll be able to interact with your UCP cluster. Let's take a look to see if any stacks are running in the cluster. I can see you have a stack called my stack >>in >>the default name space running on Kubernetes. We can verify that by checking the UCP you I and there it iss my stack in the default name space running on Kubernetes. Let's try removing the stack just so we could be sure we're dealing with the right cluster and it disappears. As you can see. It's easy to use the Docker cli once you've created a context, but it takes quite a bit of effort to create one in the first place. Imagine? >>Yes. Imagine if you had 10 or 20 or 50 clusters toe work with. It's a management nightmare. >>Haven't you heard of the doctor Enterprise Container Cloud cli Plug in? >>No, >>I think you're going to like it. Let me show you how it works. It's already integrated with the docker cli You start off by setting it up with your container cloud Instance, all you need to get started is the base. You are all of your container cloud Instance and your user name and password. I'll set up my clothes right now. I have to enter my user name and password this one time only. And now I'm all set up. >>But what does it actually dio? >>Well, we can list all of our clusters. And as you can see, I've got the cluster demo one in the demo project and the cluster demo to in the Demo project Taking a look at the web. You I These were the same clusters we're seeing there. >>Let me check. Looks good to me. >>Now we can select one of these clusters, but let's take a look at our context before and after so we can understand how the plug in manages a context for us. As you can see, I just have my default contact stored right now, but I can easily get a context for one of our clusters. Let's try demo to the plug in says it's created a context called Container Cloud for me and it's pointing at the demo to cluster. Let's see what our context look like now and there's the container cloud context ready to go. >>That's great. But are you saying once you've run the plug in the doctor, cli just works with that cluster? >>Sure. Let me show you. I've got a doctor stack right here and it deploys WordPress. Well, the play it to kubernetes for you. Head over to the U C P u I for the cluster so you can verify for yourself. Are you ready? >>Yes. >>First I need to make sure I'm using the context >>and >>then I can deploy. And now we just have to wait for the deployment to complete. It's as easy as ever. >>You weren't lying. Can you deploy the same stack to swarm on my other clusters? >>Of course. And that should also show you how easy it is to switch between clusters. First, let's just confirm that our stack has reported as running. I've got a stack called WordPress demo in the default name space running on Kubernetes to deploy to the other cluster. First I need to select it that updates the container cloud context so I don't even need to switch contexts, since I'm already using that one. If I check again for running stacks, you can see that our WordPress stack is gone. Bring up the UCP you I on your other cluster so you can verify the deployment. >>I'm ready. >>I'll start the deployment now. It should be appearing any moment. >>I see the services starting up. That's great. It seems a lot easier than managing context manually. But how do I know which cluster I'm currently using? >>Well, you could just list your clusters like So do you see how this one has an asterisk next to its name? That means it's the currently selected cluster >>I'm sold. Where can I get the plug in? >>Just go to get hub dot com slash miran tous slash container dash cloud dash cli and follow the instructions

>>mhm Yes. >>Hello and welcome back to the cubes coverage of dr khan 2021 virtual. I'm john Kerry hosted the Q got a great cube segment here. Simon Maple Field C T Oh it's technique. Great company security shifting left great to have you on Simon. Thanks for thanks for stopping by >>absolute pleasure. Thank you very much for having me. >>So you guys were on last year the big partnership with DR Conn remember that interview vividly because it was really the beginning at the beginning but really come to me the mainstream of shifting left as devops. It's not been it's been around for a while. But as a matter of practice as containers have been going super mainstream. Super ballistic in the developer community then you're seeing what's happening. It's containers everywhere. Security Now dev sec apps is the standard. So devops great infrastructure as code. We all know that but now it's def sec ops is standard. This is the real deal. Give us the update on what's going on with sneak. >>Absolutely, yeah. And you know, we're still tireless in our approach of trying to get make sure developers don't just have the visibility of security but are very much empowered in terms of actually fixing issues and secure development is what we're really striving for. So yeah, the update, we're still very, very deep into a partnership with DACA. We have updates on DR desktop which allows developers to scan the containers on the command line, providing developers that really fast feedback as as early as possible. We also have uh, you know, new updates and support for running Docker scan on Lennox. Um, and yeah, you know, we're still there on the Docker hub and providing that security insights um, to, to users who are going to Docker hub to grab their images. >>Well, for the folks watching maybe for the first time, the sneak Docker partnership, we went in great detail last year was the big reveal why Docker and sneak partnership, what is the evolution of that partnership over the year? They speak highly of you guys as a developer partner. Why Doctor? What's the evolution looked like? >>It's a it's a really great question. And I think, you know, when you look at the combination of DACA and sneak well actually let's take let's take each as an individual. Both companies are very, very developer focused. First of all, right, so our goals and will be strife or what we what we tirelessly spend their time doing is creating features and creating, creating an environment in which a developer you can do what they need to do as easily as possible. And that, you know, everyone says they want to be developer friendly, They want to be developer focused. But very few companies can achieve. And you look at a company like doctor, you're a company like sneak it really, really provides that developer with the developer experience that they need to actually get things done. Um, and it's not just about being in a place that a developer exists. It's not enough to do that. You need to provide a developer with that experience. So what we wanted to do was when we saw doctor and extremely developer friendly environment and a developer friendly company, when we saw the opportunity there to partner with Yoko, we wanted to provide our security developer friendliness and developer experience into an already developed a friendly tool. So what the partnership provides is the ease of, you know, deploying code in a container combined with the ease of testing your code for security issues and fixing security issues in your code and your container and pulling it together in one place. Now, one of the things which we as a as a security company um pride ourselves on is actually not necessarily saying we provide security tools. One of what our favorite way of saying is we're a developer tooling company. So we provide tools that are four developers now in doing that. It's important you go to where the developers are and developers on DACA are obviously in places like the Docker hub or the Docker Cli. And so it's important for us to embed that behavior and that ease of use inside Dhaka for us to have that uh that that flow. So the developer doesn't need to leave the Docker Cli developer that doesn't need to leave Docker hub in order to see that data. If you want to go deeper, then there are probably easier ways to find that data perhaps with sneak or on the sneak site or something like that. But the core is to get that insight to get that visibility and to get that remediation, you can see that directly in in the in the Dhaka environment. And so that's what makes the relationship so so powerful. The fact that you combine everything together and you do it at source >>and doing it at the point of code. >>Writing >>code is one of the big things I've always liked about the value proposition is simple shift left. Um So let's just step back for a second. I got to ask you this question because this I wanted to make sure we get this on the table. What are the main challenges uh and needs to, developers have with container security? What are you seeing as the main top uh A few things that they need to have right now for the challenges uh with container security? >>Yeah, it's a it's a very good question. And I think to answer that, I think we need to um we need to think of it in a couple of ways. First of all, you've just got developers security uh in general, across containers. Um And the that in itself is there are different levels at which developers engage with containers. Um In some organizations, you have security teams that are very stringent in terms of what developers can and can't do in other organizations. It's very much the developer that that chooses their environment, chooses their parent image, et cetera. And so there when a developer has many, many choices in which they need to need to decide on, some of those choices will lead to more issues, more risk. And when we look at a cloud native environment, um uh Let's take let's take a node uh image as an example, the number of different uh images tags you can choose from as a developer. It's you know, there are hundreds, probably thousands. That you can actually you can actually choose. What is the developer gonna do? Well, are they going to just copy paste from another doctor file, for example, most likely. What if there are issues in that docker file? They're just gonna copy paste that across mis configurations that exist. Not because the developer is making the wrong decision, but because the developer very often doesn't necessarily know that they need to add a specific directive in. Uh So it's not necessarily what you add in a conflict file, but it's very often what you admit. So there are a couple of things I would say from a developer point of view that are important when we think about cloud security, the first one is just that knowledge that understanding what they need to do, why they need to do it. Secure development doesn't need to be, doesn't mean they need to be deep in security. It means they need to understand how they can develop securely and what what the best decisions that could come from guard rails, from the security team that they provide the development team to offer. But that's the that's an important error of secure development. The second thing and I think one of the most important things is understanding or not understanding necessarily, but having the information to get an act on those things early. So we know the length of time that developers are uh working on a branch or working on um some some code changes that is reducing more and more and more so that we can push to production very, very quickly. Um What we need to do is make sure that as a developer is making their changes, they can make the right decision at the right time and they have the right information at that time. And a lot of this could be getting information from tools, could be getting information from your team where it could be getting information from your production environments and having that information early is extremely important to make. That decision. May be in isolation with your team in an autonomous way or with advice from the security team. But I would say those are the two things having that information that will allow you to make that action, that positive change. Um uh and and yeah, understanding and having that knowledge about how you can develop security. >>All right. So I have a security thing. So I'm a development team and by the way, this whole team's thing is a huge deal. I think we'll get to that. I want to come back to that in a second but just throw this out there. Got containers, got some security, it's out there and you got kubernetes clusters where containers are coming and going. Sometimes containers could have malware in them. Um and and this is, I've heard this out and about how do how that happens off container or off process? How do you know about it? Is that infected by someone else? I mean is it gonna be protected? How does the development team once it's released into the wild, so to speak. Not to be like that, but you get the idea, it's like, okay, I'm concerned off process this containers flying around. What is it How do you track all >>and you know, there's a there's a few things here that are kind of like potential potential areas that, you know, we can trip up when we think about malware that's running um there are certain things that we need to that we need to consider and what we're really looking at here are kind of, what do we have in place in the runtime that can kind of detect these issues are happening? How do we block that? And how do you provide that information back to the developer? The area that I think is, and that is very, very important in order to in order to be able to identify monitor that those environments and then feed that back. So that that that's the kind of thing that can be that can be fixed. Another aspect is, is the static issues and the static issues whether that's in your os in your OS packages, for example, that could be key binaries that exist in your in your in your docker container out the box as well or of course in your application, these are again, areas that are extremely important to detect and they can be detected very very early. So some things, you know, if it's malware in a package that has been identified as malware then absolutely. That can be that can be tracked very very early. Sometimes these things need to be detected a little bit later as well. But yeah, different tools for different for different environments and wear sneak is really focused. Is this static analysis as early as possible. >>Great, great insight there. Thanks for sharing that certainly. Certainly important. And you know, some companies classes are locked down and all of sudden incomes, you know, some some malware from a container, people worried about that. So I want to bring that up. Uh The other thing I want to ask you is this idea of end to end security um and this is a team formation thing we're seeing where modern teams have essentially visibility of their workload and to end. So this is a huge topic. And then by the way it might integrate their their app might integrate with other processes to that's great for containers as well and observe ability and microservices. So this is the trend. What's in it for the developer? If I work with sneak and docker, what benefits do I get if I want to go down that road of having these teams began to end, but I want the security built in. >>Mhm. Yeah, really, really important. And I think what's what's most important there is if we don't look end to end, there are component views and there are applications. If we don't look into end, we could have our development team fixing things that realistically aren't in production anyway or aren't the key risks that are potentially hurting us in our production environment. So it's important to have that end to end of you so that we have the right insights and can prioritize what we need to identify and look at early. Um, so I think, I think that visibility into end is extremely important. If we think about who, who is re fixing uh certain issues, again, this is gonna depend from dog to walk, but what we're seeing more and more is this becoming a developer lead initiative to not just find or be given that information, but ultimately fixed. They're getting more and more responsible for DR files for for I see for for their application code as well. So one of the areas which we've looked into as well is identifying and actually running in cuba Netease workloads to identify where the most important areas that a developer needs to look at and this is all about prioritization. So, you know, if the developer has just a component view and they have 100 different images, 100 different kubernetes conflicts, you know, et cetera. Where do they prioritize, where do they spend their time? They shouldn't consider everything equal. So this identification of where the workloads are running and what um is causing you the most risk as a business and as an organization, that is the data. That can be directly fed back into your, your your vulnerability data and then you can prioritize based on the kubernetes workloads that are in your production and that can be fed directly into the results in the dashboards. That's neat. Can provide you as well. So that end to end story really provides the context you need in order to not just develop securely, but act and action issues in a proper way. >>That's a great point. Context matters here because making it easy to do the right thing as early as possible, the right time is totally an efficiency productivity gain, you see in that that's clearly what people want. It's a great formula, success, reduce the time it takes to do something, reduced the steps and make it easy. Right, come on, that's a that's a formula. Okay, so I gotta bring that to the next level. When I ask you specifically around automation, this is one the hot topic and def sec ops, automation is part of it. You got scale, you got speed, you've got a I machine learning, you go out of all these new things. Microservices, how do you guys fit into the automation story? >>It's a great question. And you know, one of the recent reports that we that we did based on a survey data this year called the state of a state of cloud, native applications security. We we asked the question how automated our people in their in their deployment pipelines and we found some really strong correlations between value from a security point of view um in terms of in terms of having that automation in it, if I can take you through a couple of them and then I'll address that question about how we can be automated in that. So what we found is a really strong correlation as you would expect with security testing in ci in your source code repositories and all the way through the deployment ci and source code were the two of the most most well tested areas across the pipeline. However the most automated teams were twice as likely to test in I. D. S. And testing your CLS in local development. And now those are areas that are really hard to automate if at all because it's developers running running their cli developers running and testing in their I. D. So the having a full automation and full uh proper testing throughout the sclc actually encourages and and makes developers test more in their development environment. I'm not saying there's causation there but there's definite correlation. A couple of other things that this pushes is um Much much more likely to test daily or continuously being automated as you would expect because it's part of the bills as part of your monitoring. But crucially uh 73% of our respondents were able to fix a critical issue in less than a week as opposed to just over 30% of people that were not automated, so almost double people are More likely to fix within a week. 36% of people who are automated can fix a critical security issue in less than a day as opposed to 8% of people who aren't automated. So really strong data that correlates being automated with being able to react now. If you look at something like Sneak what if our um goals of obviously being developer friendly developer first and being able to integrate where developers are and throughout the pipeline we want to test everywhere and often. Okay, so we start as far left as we can um integrating into, you know, CLS integrating into Docker hub, integrating into into doctors can so at the command line you type in doctors can you get sneak embedded in DHAKA desktop to provide you those results so as early as possible, you get that data then all the way through to to uh get reposed providing that testing and automatically testing and importing results from there as well as as well as other repositories, container repositories, being at a poor from there and test then going into ci being able to run container tests in C I to make sure we're not regressing and to choose what we want to do their whether we break, whether we continue with with raising an issue or something like that, and then continuing beyond that into production. So we can monitor tests and automatically send pull requests, etcetera. As and when new issues or new fixes occur. So it's about integrating at every single stage, but providing some kind of action. So, for example, in our ui we provide the ability to say this is the base level you should be or could be at, it will reduce your number of vulnerabilities by X and as a result you're going to be that much more secure that action ability across the pipeline. >>That's a great, great data dump, that's a masterclass right there on automation. Thanks for sharing that sign. I appreciate it. I gotta ask you the next question that comes to my mind because I think this is kind of the dots connect for the customer is okay. I love this kind of hyper focus on containers and security. You guys are all over it, shift left as far as possible, be there all the time, test, test, test all through the life cycle of the code. Well, the one thing that is popping up as a huge growth areas, obviously hybrid cloud devops across both environments and the edge, whether it's five G industrial or intelligent edge, you're gonna have kubernetes clusters at the edge now. So you've got containers. The relationship to kubernetes and then ultimately cloud native work clothes at, say, the edge, which has data has containers. So there's a lot of stuff going on all over the place. What's your, what's your comment there for customer says, Hey, you know, I got, this is my architecture that's happening to me now. I'm building it out. We're comfortable with kubernetes put in containers everywhere, even on the edge how to sneak fit into that story. >>Yeah, really, really great question. And I think, you know, a lot of what we're doing right now is looking at a developer platform. So we care about, we care about everything that a developer can check in. Okay, so we care about get, we care about the repositories, we care about the artifact. So um, if you look at the expansion of our platform today, we've gone from code that people uh, third party libraries that people test. We added containers. We've also added infrastructure as code. So Cuban eighties conflicts, Terror form scripts and things like that. We're we're able to look at everything that the developer touches from their code with sneak code all the way through to your to your container. And I see, so I think, you know, as we see more and more of this pushing out into the edge, cuba Nitties conflict that that, you know, controls a lot of that. So much of this is now going to be or not going to be, but so much of the environment that we need to look at is in the configurations or the MIS configurations in that in those deployment scripts, um, these are some of the areas which which we care a lot about in terms of trying to identify those vulnerabilities, those miS configurations that exist within within those scripts. So I can see yeah more and more of this and there's a potential shift like that across to the edge. I think it's actually really exciting to be able to see, to be able to see those uh, those pushing across. I don't necessarily see any other, any, you know, different security threats or the threat landscape changing as a result of that. Um there could be differences in terms of configurations, in terms of miS configurations that that that could increase as a result, but, you know, a lot of this and it just needs to be dealt with in the appropriate way through tooling through, through education of of of of how that's done. >>Well, obviously threat vectors are all gonna look devops like there's no perimeter. So they're everywhere right? Looking at I think like a hacker to be being there. Great stuff. Quick question on the future relationship with DR. Obviously you're betting a lot here on that container relationship, a good place to start. A lot of benefits there. They have dependencies, they're going to have implications. People love them, they love to use them, helps old run with the new and helps the new run better. Certainly with kubernetes, everything gets better together. What's the future with the DACA relationship? Take us through how you see it. >>So yeah, I mean it's been an absolute blast the doctor and you know, even from looking at some of the internal internal chats, it's been it's been truly wonderful to see the, the way in which both the doctor and sneak from everything from an engineering point of view from a marketing, from a product team. It's been a pleasure to, it's been a pleasure to see that relationship grow and flourish. And, and I think there's two things, first of all, I think it's great that as companies, we, we both worked very, very well together. I think as as as users um seeing, you know, doctor and and and sneak work so so seamlessly and integrated a couple of things. I would love to see. Um, I think what we're gonna see more and more and this is one of the areas that I think, um you know, looking at the way sneak is going to be viewing security in general. We see a lot of components scanning a lot, a lot of people looking at a components can and seeing vulnerabilities in your components. Can I think what we need to, to to look more upon is consolidating a lot of the a lot of the data which we have in and around different scans. What I would love to see is perhaps, you know, if you're running something through doctors can how can you how can you view that data through through sneak perhaps how can we get that closer integration through the data that we that we see. So I would love to see a lot more of that occur, you know, within that relationship and these are kind of like, you know, we're getting to that at that stage where we see integration, it just various levels. So we have the integration where we have we are embedded but how can we make that better for say a sneak user who also comes to the sneak pages and wants to see that data through sneak. So I would love to see at that level uh more there where as I mentioned, we have we have some some additional support as well. So you can run doctors can from from Lenox as well. So I can see more and more of that support rolling out but but yeah, in terms of the future, that's where I would love to see us uh to grow more >>and I'll see in the landscape side on the industry side, um, security is going beyond the multiple control planes out there. Kubernetes surveillance service matches, etcetera, continues to be the horizontally scalable cloud world. I mean, and you got you mentioned the edge. So a lot more complexity to rein in and make easier. >>Yeah, I mean there's a lot more complexity, you know, from a security point of view, the technology is the ability to move quickly and react fast in production actually help security a lot because you know, being able to spin a container and make changes and and bring a container down. These things just weren't possible, you know, 10 years ago, 20 years ago. Pre that it's like it was it's insanely hard compared trying to trying to do that compared to just re spinning a container up. However, the issue I see from a security point of view, the concerns I see is more around a culture and an education point of view of we've got all this great tech and it's it's awesome but we need to do it correctly. So making sure that as you mentioned with making the right decision, what we want to make sure is that right decision is also the easy decision and the clear decision. So we just need to make sure that as we as we go down this journey and we're going down it fast and it's not gonna, I don't see it slowing down, we're going fast down that journey. How do we make, how do we prepare ourselves for that? We're already seeing, you know, miss configurations left, right and center in the news, I am roles as three buckets, etcetera. These are they're they're simpler fixes than we than we believe, right? We just need to identify them and and make those changes as needed. So we just need to make sure that that is in place as we go forward. But it's exciting times for sure. >>It's really exciting. And you got the scanning and right at the point of coding automation to help take that basic mis configuration, take that off the table. Not a lot of manual work, but ultimately get to that cloud scale cool stuff. >>Simon, thank you >>for coming on the cube dr khan coverage. Really appreciate your time. Drop some nice commentary there. Really appreciate it. Thank you. >>My pleasure. Thank you very much. >>Simon Maple Field C T. O. A sneak hot startup. Big partner with Docker Security, actually built in deVOPS, is now dead. Say cops. This is dr khan cube 2021 virtual coverage. I'm sean for your host. Thanks for watching. Mm.

>>Individuals create developers, translate ideas to code, to create great applications and great applications. Touch everyone. A Docker. We know that collaboration is key to your innovation sharing ideas, working together. Launching the most secure applications. Docker is with you wherever your team innovates, whether it be robots or autonomous cars, we're doing research to save lives during a pandemic, revolutionizing, how to buy and sell goods online, or even going into the unknown frontiers of space. Docker is launching innovation everywhere. Join us on the journey to build, share, run the future. >>Hello and welcome to Docker con 2021. We're incredibly excited to have more than 80,000 of you join us today from all over the world. As it was last year, this year at DockerCon is 100% virtual and 100% free. So as to enable as many community members as possible to join us now, 100%. Virtual is also an acknowledgement of the continuing global pandemic in particular, the ongoing tragedies in India and Brazil, the Docker community is a global one. And on behalf of all Dr. Khan attendees, we are donating $10,000 to UNICEF support efforts to fight the virus in those countries. Now, even in those regions of the world where the pandemic is being brought under control, virtual first is the new normal. It's been a challenging transition. This includes our team here at Docker. And we know from talking with many of you that you and your developer teams are challenged by this as well. So to help application development teams better collaborate and ship faster, we've been working on some powerful new features and we thought it would be fun to start off with a demo of those. How about it? Want to have a look? All right. Then no further delay. I'd like to introduce Youi Cal and Ben, gosh, over to you and Ben >>Morning, Ben, thanks for jumping on real quick. >>Have you seen the email from Scott? The one about updates and the docs landing page Smith, the doc combat and more prominence. >>Yeah. I've got something working on my local machine. I haven't committed anything yet. I was thinking we could try, um, that new Docker dev environments feature. >>Yeah, that's cool. So if you hit the share button, what I should do is it will take all of your code and the dependencies and the image you're basing it on and wrap that up as one image for me. And I can then just monitor all my machines that have been one click, like, and then have it side by side, along with the changes I've been looking at as well, because I was also having a bit of a look and then I can really see how it differs to what I'm doing. Maybe I can combine it to do the best of both worlds. >>Sounds good. Uh, let me get that over to you, >>Wilson. Yeah. If you pay with the image name, I'll get that started up. >>All right. Sen send it over >>Cheesy. Okay, great. Let's have a quick look at what you he was doing then. So I've been messing around similar to do with the batter. I've got movie at the top here and I think it looks pretty cool. Let's just grab that image from you. Pick out that started on a dev environment. What this is doing. It's just going to grab the image down, which you can take all of the code, the dependencies only get brunches working on and I'll get that opened up in my idea. Ready to use. It's a here close. We can see our environment as my Molly image, just coming down there and I've got my new idea. >>We'll load this up and it'll just connect to my dev environment. There we go. It's connected to the container. So we're working all in the container here and now give it a moment. What we'll do is we'll see what changes you've been making as well on the code. So it's like she's been working on a landing page as well, and it looks like she's been changing the banner as well. So let's get this running. Let's see what she's actually doing and how it looks. We'll set up our checklist and then we'll see how that works. >>Great. So that's now rolling. So let's just have a look at what you use doing what changes she had made. Compare those to mine just jumped back into my dev container UI, see that I've got both of those running side by side with my changes and news changes. Okay. So she's put Molly up there rather than mobi or somebody had the same idea. So I think in a way I can make us both happy. So if we just jumped back into what we'll do, just add Molly and Moby and here I'll save that. And what we can see is, cause I'm just working within the container rather than having to do sort of rebuild of everything or serve, or just reload my content. No, that's straight the page. So what I can then do is I can come up with my browser here. Once that's all refreshed, refresh the page once hopefully, maybe twice, we should then be able to see your refresh it or should be able to see that we get Malia mobi come up. So there we go, got Molly mobi. So what we'll do now is we'll describe that state. It sends us our image and then we'll just create one of those to share with URI or share. And we'll get a link for that. I guess we'll send that back over to you. >>So I've had a look at what you were doing and I'm actually going to change. I think that might work for both of us. I wondered if you could take a look at it. If I send it over. >>Sounds good. Let me grab the link. >>Yeah, it's a dev environment link again. So if you just open that back in the doc dashboard, it should be able to open up the code that I've changed and then just run it in the same way you normally do. And that shouldn't interrupt what you're already working on because there'll be able to run side by side with your other brunch. You already got, >>Got it. Got it. Loading here. Well, that's great. It's Molly and movie together. I love it. I think we should ship it. >>Awesome. I guess it's chip it and get on with the rest of.com. Wasn't that cool. Thank you Joey. Thanks Ben. Everyone we'll have more of this later in the keynote. So stay tuned. Let's say earlier, we've all been challenged by this past year, whether the COVID pandemic, the complete evaporation of customer demand in many industries, unemployment or business bankruptcies, we all been touched in some way. And yet, even to miss these tragedies last year, we saw multiple sources of hope and inspiration. For example, in response to COVID we saw global communities, including the tech community rapidly innovate solutions for analyzing the spread of the virus, sequencing its genes and visualizing infection rates. In fact, if all in teams collaborating on solutions for COVID have created more than 1,400 publicly shareable images on Docker hub. As another example, we all witnessed the historic landing and exploration of Mars by the perseverance Rover and its ingenuity drone. >>Now what's common in these examples, these innovative and ambitious accomplishments were made possible not by any single individual, but by teams of individuals collaborating together. The power of teams is why we've made development teams central to Docker's mission to build tools and content development teams love to help them get their ideas from code to cloud as quickly as possible. One of the frictions we've seen that can slow down to them in teams is that the path from code to cloud can be a confusing one, riddle with multiple point products, tools, and images that need to be integrated and maintained an automated pipeline in order for teams to be productive. That's why a year and a half ago we refocused Docker on helping development teams make sense of all this specifically, our goal is to provide development teams with the trusted content, the sharing capabilities and the pipeline integrations with best of breed third-party tools to help teams ship faster in short, to provide a collaborative application development platform. >>Everything a team needs to build. Sharon run create applications. Now, as I noted earlier, it's been a challenging year for everyone on our planet and has been similar for us here at Docker. Our team had to adapt to working from home local lockdowns caused by the pandemic and other challenges. And despite all this together with our community and ecosystem partners, we accomplished many exciting milestones. For example, in open source together with the community and our partners, we open sourced or made major contributions to many projects, including OCI distribution and the composed plugins building on these open source projects. We had powerful new capabilities to the Docker product, both free and subscription. For example, support for WSL two and apple, Silicon and Docker, desktop and vulnerability scanning audit logs and image management and Docker hub. >>And finally delivering an easy to use well-integrated development experience with best of breed tools and content is only possible through close collaboration with our ecosystem partners. For example, this last year we had over 100 commercialized fees, join our Docker verified publisher program and over 200 open source projects, join our Docker sponsored open source program. As a result of these efforts, we've seen some exciting growth in the Docker community in the 12 months since last year's Docker con for example, the number of registered developers grew 80% to over 8 million. These developers created many new images increasing the total by 56% to almost 11 million. And the images in all these repositories were pulled by more than 13 million monthly active IP addresses totaling 13 billion pulls a month. Now while the growth is exciting by Docker, we're even more excited about the stories we hear from you and your development teams about how you're using Docker and its impact on your businesses. For example, cancer researchers and their bioinformatics development team at the Washington university school of medicine needed a way to quickly analyze their clinical trial results and then share the models, the data and the analysis with other researchers they use Docker because it gives them the ease of use choice of pipeline tools and speed of sharing so critical to their research. And most importantly to the lives of their patients stay tuned for another powerful customer story later in the keynote from Matt fall, VP of engineering at Oracle insights. >>So with this last year behind us, what's next for Docker, but challenge you this last year of force changes in how development teams work, but we felt for years to come. And what we've learned in our discussions with you will have long lasting impact on our product roadmap. One of the biggest takeaways from those discussions that you and your development team want to be quicker to adapt, to changes in your environment so you can ship faster. So what is DACA doing to help with this first trusted content to own the teams that can focus their energies on what is unique to their businesses and spend as little time as possible on undifferentiated work are able to adapt more quickly and ship faster in order to do so. They need to be able to trust other components that make up their app together with our partners. >>Docker is doubling down and providing development teams with trusted content and the tools they need to use it in their applications. Second, remote collaboration on a development team, asking a coworker to take a look at your code used to be as easy as swiveling their chair around, but given what's happened in the last year, that's no longer the case. So as you even been hinted in the demo at the beginning, you'll see us deliver more capabilities for remote collaboration within a development team. And we're enabling development team to quickly adapt to any team configuration all on prem hybrid, all work from home, helping them remain productive and focused on shipping third ecosystem integrations, those development teams that can quickly take advantage of innovations throughout the ecosystem. Instead of getting locked into a single monolithic pipeline, there'll be the ones able to deliver amps, which impact their businesses faster. >>So together with our ecosystem partners, we are investing in more integrations with best of breed tools, right? Integrated automated app pipelines. Furthermore, we'll be writing more public API APIs and SDKs to enable ecosystem partners and development teams to roll their own integrations. We'll be sharing more details about remote collaboration and ecosystem integrations. Later in the keynote, I'd like to take a moment to share with Docker and our partners are doing for trusted content, providing development teams, access to content. They can trust, allows them to focus their coding efforts on what's unique and differentiated to that end Docker and our partners are bringing more and more trusted content to Docker hub Docker official images are 160 images of popular upstream open source projects that serve as foundational building blocks for any application. These include operating systems, programming, languages, databases, and more. Furthermore, these are updated patch scan and certified frequently. So I said, no image is older than 30 days. >>Docker verified publisher images are published by more than 100 commercialized feeds. The image Rebos are explicitly designated verify. So the developers searching for components for their app know that the ISV is actively maintaining the image. Docker sponsored open source projects announced late last year features images for more than 200 open source communities. Docker sponsors these communities through providing free storage and networking resources and offering their community members unrestricted access repos for businesses allow businesses to update and share their apps privately within their organizations using role-based access control and user authentication. No, and finally, public repos for communities enable community projects to be freely shared with anonymous and authenticated users alike. >>And for all these different types of content, we provide services for both development teams and ISP, for example, vulnerability scanning and digital signing for enhanced security search and filtering for discoverability packaging and updating services and analytics about how these products are being used. All this trusted content, we make available to develop teams for them directly to discover poll and integrate into their applications. Our goal is to meet development teams where they live. So for those organizations that prefer to manage their internal distribution of trusted content, we've collaborated with leading container registry partners. We announced our partnership with J frog late last year. And today we're very pleased to announce our partnerships with Amazon and Miranda's for providing an integrated seamless experience for joint for our joint customers. Lastly, the container images themselves and this end to end flow are built on open industry standards, which provided all the teams with flexibility and choice trusted content enables development teams to rapidly build. >>As I let them focus on their unique differentiated features and use trusted building blocks for the rest. We'll be talking more about trusted content as well as remote collaboration and ecosystem integrations later in the keynote. Now ecosystem partners are not only integral to the Docker experience for development teams. They're also integral to a great DockerCon experience, but please join me in thanking our Dr. Kent on sponsors and checking out their talks throughout the day. I also want to thank some others first up Docker team. Like all of you this last year has been extremely challenging for us, but the Docker team rose to the challenge and worked together to continue shipping great product, the Docker community of captains, community leaders, and contributors with your welcoming newcomers, enthusiasm for Docker and open exchanges of best practices and ideas talker, wouldn't be Docker without you. And finally, our development team customers. >>You trust us to help you build apps. Your businesses rely on. We don't take that trust for granted. Thank you. In closing, we often hear about the tenant's developer capable of great individual feeds that can transform project. But I wonder if we, as an industry have perhaps gotten this wrong by putting so much emphasis on weight, on the individual as discussed at the beginning, great accomplishments like innovative responses to COVID-19 like landing on Mars are more often the results of individuals collaborating together as a team, which is why our mission here at Docker is delivered tools and content developers love to help their team succeed and become 10 X teams. Thanks again for joining us, we look forward to having a great DockerCon with you today, as well as a great year ahead of us. Thanks and be well. >>Hi, I'm Dana Lawson, VP of engineering here at get hub. And my job is to enable this rich interconnected community of builders and makers to build even more and hopefully have a great time doing it in order to enable the best platform for developers, which I know is something we are all passionate about. We need to partner across the ecosystem to ensure that developers can have a great experience across get hub and all the tools that they want to use. No matter what they are. My team works to build the tools and relationships to make that possible. I am so excited to join Scott on this virtual stage to talk about increasing developer velocity. So let's dive in now, I know this may be hard for some of you to believe, but as a former CIS admin, some 21 years ago, working on sense spark workstations, we've come such a long way for random scripts and desperate systems that we've stitched together to this whole inclusive developer workflow experience being a CIS admin. >>Then you were just one piece of the siloed experience, but I didn't want to just push code to production. So I created scripts that did it for me. I taught myself how to code. I was the model lazy CIS admin that got dangerous and having pushed a little too far. I realized that working in production and building features is really a team sport that we had the opportunity, all of us to be customer obsessed today. As developers, we can go beyond the traditional dev ops mindset. We can really focus on adding value to the customer experience by ensuring that we have work that contributes to increasing uptime via and SLS all while being agile and productive. We get there. When we move from a pass the Baton system to now having an interconnected developer workflow that increases velocity in every part of the cycle, we get to work better and smarter. >>And honestly, in a way that is so much more enjoyable because we automate away all the mundane and manual and boring tasks. So we get to focus on what really matters shipping, the things that humans get to use and love. Docker has been a big part of enabling this transformation. 10, 20 years ago, we had Tomcat containers, which are not Docker containers. And for y'all hearing this the first time go Google it. But that was the way we built our applications. We had to segment them on the server and give them resources. Today. We have Docker containers, these little mini Oasys and Docker images. You can do it multiple times in an orchestrated manner with the power of actions enabled and Docker. It's just so incredible what you can do. And by the way, I'm showing you actions in Docker, which I hope you use because both are great and free for open source. >>But the key takeaway is really the workflow and the automation, which you certainly can do with other tools. Okay, I'm going to show you just how easy this is, because believe me, if this is something I can learn and do anybody out there can, and in this demo, I'll show you about the basic components needed to create and use a package, Docker container actions. And like I said, you won't believe how awesome the combination of Docker and actions is because you can enable your workflow to do no matter what you're trying to do in this super baby example. We're so small. You could take like 10 seconds. Like I am here creating an action due to a simple task, like pushing a message to your logs. And the cool thing is you can use it on any the bit on this one. Like I said, we're going to use push. >>You can do, uh, even to order a pizza every time you roll into production, if you wanted, but at get hub, that'd be a lot of pizzas. And the funny thing is somebody out there is actually tried this and written that action. If you haven't used Docker and actions together, check out the docs on either get hub or Docker to get you started. And a huge shout out to all those doc writers out there. I built this demo today using those instructions. And if I can do it, I know you can too, but enough yapping let's get started to save some time. And since a lot of us are Docker and get hub nerds, I've already created a repo with a Docker file. So we're going to skip that step. Next. I'm going to create an action's Yammel file. And if you don't Yammer, you know, actions, the metadata defines my important log stuff to capture and the input and my time out per parameter to pass and puts to the Docker container, get up a build image from your Docker file and run the commands in a new container. >>Using the Sigma image. The cool thing is, is you can use any Docker image in any language for your actions. It doesn't matter if it's go or whatever in today's I'm going to use a shell script and an input variable to print my important log stuff to file. And like I said, you know me, I love me some. So let's see this action in a workflow. When an action is in a private repo, like the one I demonstrating today, the action can only be used in workflows in the same repository, but public actions can be used by workflows in any repository. So unfortunately you won't get access to the super awesome action, but don't worry in the Guild marketplace, there are over 8,000 actions available, especially the most important one, that pizza action. So go try it out. Now you can do this in a couple of ways, whether you're doing it in your preferred ID or for today's demo, I'm just going to use the gooey. I'm going to navigate to my actions tab as I've done here. And I'm going to in my workflow, select new work, hello, probably load some workflows to Claire to get you started, but I'm using the one I've copied. Like I said, the lazy developer I am in. I'm going to replace it with my action. >>That's it. So now we're going to go and we're going to start our commitment new file. Now, if we go over to our actions tab, we can see the workflow in progress in my repository. I just click the actions tab. And because they wrote the actions on push, we can watch the visualization under jobs and click the job to see the important stuff we're logging in the input stamp in the printed log. And we'll just wait for this to run. Hello, Mona and boom. Just like that. It runs automatically within our action. We told it to go run as soon as the files updated because we're doing it on push merge. That's right. Folks in just a few minutes, I built an action that writes an entry to a log file every time I push. So I don't have to do it manually. In essence, with automation, you can be kind to your future self and save time and effort to focus on what really matters. >>Imagine what I could do with even a little more time, probably order all y'all pieces. That is the power of the interconnected workflow. And it's amazing. And I hope you all go try it out, but why do we care about all of that? Just like in the demo, I took a manual task with both tape, which both takes time and it's easy to forget and automated it. So I don't have to think about it. And it's executed every time consistently. That means less time for me to worry about my human errors and mistakes, and more time to focus on actually building the cool stuff that people want. Obviously, automation, developer productivity, but what is even more important to me is the developer happiness tools like BS, code actions, Docker, Heroku, and many others reduce manual work, which allows us to focus on building things that are awesome. >>And to get into that wonderful state that we call flow. According to research by UC Irvine in Humboldt university in Germany, it takes an average of 23 minutes to enter optimal creative state. What we call the flow or to reenter it after distraction like your dog on your office store. So staying in flow is so critical to developer productivity and as a developer, it just feels good to be cranking away at something with deep focus. I certainly know that I love that feeling intuitive collaboration and automation features we built in to get hub help developer, Sam flow, allowing you and your team to do so much more, to bring the benefits of automation into perspective in our annual October's report by Dr. Nicole, Forsgren. One of my buddies here at get hub, took a look at the developer productivity in the stork year. You know what we found? >>We found that public GitHub repositories that use the Automational pull requests, merge those pull requests. 1.2 times faster. And the number of pooled merged pull requests increased by 1.3 times, that is 34% more poor requests merged. And other words, automation can con can dramatically increase, but the speed and quantity of work completed in any role, just like an open source development, you'll work more efficiently with greater impact when you invest the bulk of your time in the work that adds the most value and eliminate or outsource the rest because you don't need to do it, make the machines by elaborate by leveraging automation in their workflows teams, minimize manual work and reclaim that time for innovation and maintain that state of flow with development and collaboration. More importantly, their work is more enjoyable because they're not wasting the time doing the things that the machines or robots can do for them. >>And I remember what I said at the beginning. Many of us want to be efficient, heck even lazy. So why would I spend my time doing something I can automate? Now you can read more about this research behind the art behind this at October set, get hub.com, which also includes a lot of other cool info about the open source ecosystem and how it's evolving. Speaking of the open source ecosystem we at get hub are so honored to be the home of more than 65 million developers who build software together for everywhere across the globe. Today, we're seeing software development taking shape as the world's largest team sport, where development teams collaborate, build and ship products. It's no longer a solo effort like it was for me. You don't have to take my word for it. Check out this globe. This globe shows real data. Every speck of light you see here represents a contribution to an open source project, somewhere on earth. >>These arts reach across continents, cultures, and other divides. It's distributed collaboration at its finest. 20 years ago, we had no concept of dev ops, SecOps and lots, or the new ops that are going to be happening. But today's development and ops teams are connected like ever before. This is only going to continue to evolve at a rapid pace, especially as we continue to empower the next hundred million developers, automation helps us focus on what's important and to greatly accelerate innovation. Just this past year, we saw some of the most groundbreaking technological advancements and achievements I'll say ever, including critical COVID-19 vaccine trials, as well as the first power flight on Mars. This past month, these breakthroughs were only possible because of the interconnected collaborative open source communities on get hub and the amazing tools and workflows that empower us all to create and innovate. Let's continue building, integrating, and automating. So we collectively can give developers the experience. They deserve all of the automation and beautiful eye UIs that we can muster so they can continue to build the things that truly do change the world. Thank you again for having me today, Dr. Khan, it has been a pleasure to be here with all you nerds. >>Hello. I'm Justin. Komack lovely to see you here. Talking to developers, their world is getting much more complex. Developers are being asked to do everything security ops on goal data analysis, all being put on the rockers. Software's eating the world. Of course, and this all make sense in that view, but they need help. One team. I told you it's shifted all our.net apps to run on Linux from windows, but their developers found the complexity of Docker files based on the Linux shell scripts really difficult has helped make these things easier for your teams. Your ones collaborate more in a virtual world, but you've asked us to make this simpler and more lightweight. You, the developers have asked for a paved road experience. You want things to just work with a simple options to be there, but it's not just the paved road. You also want to be able to go off-road and do interesting and different things. >>Use different components, experiments, innovate as well. We'll always offer you both those choices at different times. Different developers want different things. It may shift for ones the other paved road or off road. Sometimes you want reliability, dependability in the zone for day to day work, but sometimes you have to do something new, incorporate new things in your pipeline, build applications for new places. Then you knew those off-road abilities too. So you can really get under the hood and go and build something weird and wonderful and amazing. That gives you new options. Talk as an independent choice. We don't own the roads. We're not pushing you into any technology choices because we own them. We're really supporting and driving open standards, such as ISEI working opensource with the CNCF. We want to help you get your applications from your laptops, the clouds, and beyond, even into space. >>Let's talk about the key focus areas, that frame, what DACA is doing going forward. These are simplicity, sharing, flexibility, trusted content and care supply chain compared to building where the underlying kernel primitives like namespaces and Seagraves the original Docker CLI was just amazing Docker engine. It's a magical experience for everyone. It really brought those innovations and put them in a world where anyone would use that, but that's not enough. We need to continue to innovate. And it was trying to get more done faster all the time. And there's a lot more we can do. We're here to take complexity away from deeply complicated underlying things and give developers tools that are just amazing and magical. One of the area we haven't done enough and make things magical enough that we're really planning around now is that, you know, Docker images, uh, they're the key parts of your application, but you know, how do I do something with an image? How do I, where do I attach volumes with this image? What's the API. Whereas the SDK for this image, how do I find an example or docs in an API driven world? Every bit of software should have an API and an API description. And our vision is that every container should have this API description and the ability for you to understand how to use it. And it's all a seamless thing from, you know, from your code to the cloud local and remote, you can, you can use containers in this amazing and exciting way. >>One thing I really noticed in the last year is that companies that started off remote fast have constant collaboration. They have zoom calls, apron all day terminals, shattering that always working together. Other teams are really trying to learn how to do this style because they didn't start like that. We used to walk around to other people's desks or share services on the local office network. And it's very difficult to do that anymore. You want sharing to be really simple, lightweight, and informal. Let me try your container or just maybe let's collaborate on this together. Um, you know, fast collaboration on the analysts, fast iteration, fast working together, and he wants to share more. You want to share how to develop environments, not just an image. And we all work by seeing something someone else in our team is doing saying, how can I do that too? I can, I want to make that sharing really, really easy. Ben's going to talk about this more in the interest of one minute. >>We know how you're excited by apple. Silicon and gravis are not excited because there's a new architecture, but excited because it's faster, cooler, cheaper, better, and offers new possibilities. The M one support was the most asked for thing on our public roadmap, EFA, and we listened and share that we see really exciting possibilities, usership arm applications, all the way from desktop to production. We know that you all use different clouds and different bases have deployed to, um, you know, we work with AWS and Azure and Google and more, um, and we want to help you ship on prime as well. And we know that you use huge number of languages and the containers help build applications that use different languages for different parts of the application or for different applications, right? You can choose the best tool. You have JavaScript hat or everywhere go. And re-ask Python for data and ML, perhaps getting excited about WebAssembly after hearing about a cube con, you know, there's all sorts of things. >>So we need to make that as easier. We've been running the whole month of Python on the blog, and we're doing a month of JavaScript because we had one specific support about how do I best put this language into production of that language into production. That detail is important for you. GPS have been difficult to use. We've added GPS suppose in desktop for windows, but we know there's a lot more to do to make the, how multi architecture, multi hardware, multi accelerator world work better and also securely. Um, so there's a lot more work to do to support you in all these things you want to do. >>How do we start building a tenor has applications, but it turns out we're using existing images as components. I couldn't assist survey earlier this year, almost half of container image usage was public images rather than private images. And this is growing rapidly. Almost all software has open source components and maybe 85% of the average application is open source code. And what you're doing is taking whole container images as modules in your application. And this was always the model with Docker compose. And it's a model that you're already et cetera, writing you trust Docker, official images. We know that they might go to 25% of poles on Docker hub and Docker hub provides you the widest choice and the best support that trusted content. We're talking to people about how to make this more helpful. We know, for example, that winter 69 four is just showing us as support, but the image doesn't yet tell you that we're working with canonical to improve messaging from specific images about left lifecycle and support. >>We know that you need more images, regularly updated free of vulnerabilities, easy to use and discover, and Donnie and Marie neuro, going to talk about that more this last year, the solar winds attack has been in the, in the news. A lot, the software you're using and trusting could be compromised and might be all over your organization. We need to reduce the risk of using vital open-source components. We're seeing more software supply chain attacks being targeted as the supply chain, because it's often an easier place to attack and production software. We need to be able to use this external code safely. We need to, everyone needs to start from trusted sources like photography images. They need to scan for known vulnerabilities using Docker scan that we built in partnership with sneak and lost DockerCon last year, we need just keep updating base images and dependencies, and we'll, we're going to help you have the control and understanding about your images that you need to do this. >>And there's more, we're also working on the nursery V2 project in the CNCF to revamp container signings, or you can tell way or software comes from we're working on tooling to make updates easier, and to help you understand and manage all the principals carrier you're using security is a growing concern for all of us. It's really important. And we're going to help you work with security. We can't achieve all our dreams, whether that's space travel or amazing developer products ever see without deep partnerships with our community to cloud is RA and the cloud providers aware most of you ship your occasion production and simple routes that take your work and deploy it easily. Reliably and securely are really important. Just get into production simply and easily and securely. And we've done a bunch of work on that. And, um, but we know there's more to do. >>The CNCF on the open source cloud native community are an amazing ecosystem of creators and lovely people creating an amazing strong community and supporting a huge amount of innovation has its roots in the container ecosystem and his dreams beyond that much of the innovation is focused around operate experience so far, but developer experience is really a growing concern in that community as well. And we're really excited to work on that. We also uses appraiser tool. Then we know you do, and we know that you want it to be easier to use in your environment. We just shifted Docker hub to work on, um, Kubernetes fully. And, um, we're also using many of the other projects are Argo from atheists. We're spending a lot of time working with Microsoft, Amazon right now on getting natural UV to ready to ship in the next few. That's a really detailed piece of collaboration we've been working on for a long term. Long time is really important for our community as the scarcity of the container containers and, um, getting content for you, working together makes us stronger. Our community is made up of all of you have. Um, it's always amazing to be reminded of that as a huge open source community that we already proud to work with. It's an amazing amount of innovation that you're all creating and where perhaps it, what with you and share with you as well. Thank you very much. And thank you for being here. >>Really excited to talk to you today and share more about what Docker is doing to help make you faster, make your team faster and turn your application delivery into something that makes you a 10 X team. What we're hearing from you, the developers using Docker everyday fits across three common themes that we hear consistently over and over. We hear that your time is super important. It's critical, and you want to move faster. You want your tools to get out of your way, and instead to enable you to accelerate and focus on the things you want to be doing. And part of that is that finding great content, great application components that you can incorporate into your apps to move faster is really hard. It's hard to discover. It's hard to find high quality content that you can trust that, you know, passes your test and your configuration needs. >>And it's hard to create good content as well. And you're looking for more safety, more guardrails to help guide you along that way so that you can focus on creating value for your company. Secondly, you're telling us that it's a really far to collaborate effectively with your team and you want to do more, to work more effectively together to help your tools become more and more seamless to help you stay in sync, both with yourself across all of your development environments, as well as with your teammates so that you can more effectively collaborate together. Review each other's work, maintain things and keep them in sync. And finally, you want your applications to run consistently in every single environment, whether that's your local development environment, a cloud-based development environment, your CGI pipeline, or the cloud for production, and you want that micro service to provide that consistent experience everywhere you go so that you have similar tools, similar environments, and you don't need to worry about things getting in your way, but instead things make it easy for you to focus on what you wanna do and what Docker is doing to help solve all of these problems for you and your colleagues is creating a collaborative app dev platform. >>And this collaborative application development platform consists of multiple different pieces. I'm not going to walk through all of them today, but the overall view is that we're providing all the tooling you need from the development environment, to the container images, to the collaboration services, to the pipelines and integrations that enable you to focus on making your applications amazing and changing the world. If we start zooming on a one of those aspects, collaboration we hear from developers regularly is that they're challenged in synchronizing their own setups across environments. They want to be able to duplicate the setup of their teammates. Look, then they can easily get up and running with the same applications, the same tooling, the same version of the same libraries, the same frameworks. And they want to know if their applications are good before they're ready to share them in an official space. >>They want to collaborate on things before they're done, rather than feeling like they have to officially published something before they can effectively share it with others to work on it, to solve this. We're thrilled today to announce Docker, dev environments, Docker, dev environments, transform how your team collaborates. They make creating, sharing standardized development environments. As simple as a Docker poll, they make it easy to review your colleagues work without affecting your own work. And they increase the reproducibility of your own work and decreased production issues in doing so because you've got consistent environments all the way through. Now, I'm going to pass it off to our principal product manager, Ben Gotch to walk you through more detail on Docker dev environments. >>Hi, I'm Ben. I work as a principal program manager at DACA. One of the areas that doc has been looking at to see what's hard today for developers is sharing changes that you make from the inner loop where the inner loop is a better development, where you write code, test it, build it, run it, and ultimately get feedback on those changes before you merge them and try and actually ship them out to production. Most amount of us build this flow and get there still leaves a lot of challenges. People need to jump between branches to look at each other's work. Independence. Dependencies can be different when you're doing that and doing this in this new hybrid wall of work. Isn't any easier either the ability to just save someone, Hey, come and check this out. It's become much harder. People can't come and sit down at your desk or take your laptop away for 10 minutes to just grab and look at what you're doing. >>A lot of the reason that development is hard when you're remote, is that looking at changes and what's going on requires more than just code requires all the dependencies and everything you've got set up and that complete context of your development environment, to understand what you're doing and solving this in a remote first world is hard. We wanted to look at how we could make this better. Let's do that in a way that let you keep working the way you do today. Didn't want you to have to use a browser. We didn't want you to have to use a new idea. And we wanted to do this in a way that was application centric. We wanted to let you work with all the rest of the application already using C for all the services and all those dependencies you need as part of that. And with that, we're excited to talk more about docket developer environments, dev environments are new part of the Docker experience that makes it easier you to get started with your whole inner leap, working inside a container, then able to share and collaborate more than just the code. >>We want it to enable you to share your whole modern development environment, your whole setup from DACA, with your team on any operating system, we'll be launching a limited beta of dev environments in the coming month. And a GA dev environments will be ID agnostic and supporting composts. This means you'll be able to use an extend your existing composed files to create your own development environment in whatever idea, working in dev environments designed to be local. First, they work with Docker desktop and say your existing ID, and let you share that whole inner loop, that whole development context, all of your teammates in just one collect. This means if you want to get feedback on the working progress change or the PR it's as simple as opening another idea instance, and looking at what your team is working on because we're using compose. You can just extend your existing oppose file when you're already working with, to actually create this whole application and have it all working in the context of the rest of the services. >>So it's actually the whole environment you're working with module one service that doesn't really understand what it's doing alone. And with that, let's jump into a quick demo. So you can see here, two dev environments up and running. First one here is the same container dev environment. So if I want to go into that, let's see what's going on in the various code button here. If that one open, I can get straight into my application to start making changes inside that dev container. And I've got all my dependencies in here, so I can just run that straight in that second application I have here is one that's opened up in compose, and I can see that I've also got my backend, my front end and my database. So I've got all my services running here. So if I want, I can open one or more of these in a dev environment, meaning that that container has the context that dev environment has the context of the whole application. >>So I can get back into and connect to all the other services that I need to test this application properly, all of them, one unit. And then when I've made my changes and I'm ready to share, I can hit my share button type in the refund them on to share that too. And then give that image to someone to get going, pick that up and just start working with that code and all my dependencies, simple as putting an image, looking ahead, we're going to be expanding development environments, more of your dependencies for the whole developer worst space. We want to look at backing up and letting you share your volumes to make data science and database setups more repeatable and going. I'm still all of this under a single workspace for your team containing images, your dev environments, your volumes, and more we've really want to allow you to create a fully portable Linux development environment. >>So everyone you're working with on any operating system, as I said, our MVP we're coming next month. And that was for vs code using their dev container primitive and more support for other ideas. We'll follow to find out more about what's happening and what's coming up next in the future of this. And to actually get a bit of a deeper dive in the experience. Can we check out the talk I'm doing with Georgie and girl later on today? Thank you, Ben, amazing story about how Docker is helping to make developer teams more collaborative. Now I'd like to talk more about applications while the dev environment is like the workbench around what you're building. The application itself has all the different components, libraries, and frameworks, and other code that make up the application itself. And we hear developers saying all the time things like, how do they know if their images are good? >>How do they know if they're secure? How do they know if they're minimal? How do they make great images and great Docker files and how do they keep their images secure? And up-to-date on every one of those ties into how do I create more trust? How do I know that I'm building high quality applications to enable you to do this even more effectively than today? We are pleased to announce the DACA verified polisher program. This broadens trusted content by extending beyond Docker official images, to give you more and more trusted building blocks that you can incorporate into your applications. It gives you confidence that you're getting what you expect because Docker verifies every single one of these publishers to make sure they are who they say they are. This improves our secure supply chain story. And finally it simplifies your discovery of the best building blocks by making it easy for you to find things that you know, you can trust so that you can incorporate them into your applications and move on and on the right. You can see some examples of the publishers that are involved in Docker, official images and our Docker verified publisher program. Now I'm pleased to introduce you to marina. Kubicki our senior product manager who will walk you through more about what we're doing to create a better experience for you around trust. >>Thank you, Dani, >>Mario Andretti, who is a famous Italian sports car driver. One said that if everything feels under control, you're just not driving. You're not driving fast enough. Maya Andretti is not a software developer and a software developers. We know that no matter how fast we need to go in order to drive the innovation that we're working on, we can never allow our applications to spin out of control and a Docker. As we continue talking to our, to the developers, what we're realizing is that in order to reach that speed, the developers are the, the, the development community is looking for the building blocks and the tools that will, they will enable them to drive at the speed that they need to go and have the trust in those building blocks. And in those tools that they will be able to maintain control over their applications. So as we think about some of the things that we can do to, to address those concerns, uh, we're realizing that we can pursue them in a number of different venues, including creating reliable content, including creating partnerships that expands the options for the reliable content. >>Um, in order to, in a we're looking at creating integrations, no link security tools, talk about the reliable content. The first thing that comes to mind are the Docker official images, which is a program that we launched several years ago. And this is a set of curated, actively maintained, open source images that, uh, include, uh, operating systems and databases and programming languages. And it would become immensely popular for, for, for creating the base layers of, of the images of, of the different images, images, and applications. And would we realizing that, uh, many developers are, instead of creating something from scratch, basically start with one of the official images for their basis, and then build on top of that. And this program has become so popular that it now makes up a quarter of all of the, uh, Docker poles, which essentially ends up being several billion pulse every single month. >>As we look beyond what we can do for the open source. Uh, we're very ability on the open source, uh, spectrum. We are very excited to announce that we're launching the Docker verified publishers program, which is continuing providing the trust around the content, but now working with, uh, some of the industry leaders, uh, in multiple, in multiple verticals across the entire technology technical spec, it costs entire, uh, high tech in order to provide you with more options of the images that you can use for building your applications. And it still comes back to trust that when you are searching for content in Docker hub, and you see the verified publisher badge, you know, that this is, this is the content that, that is part of the, that comes from one of our partners. And you're not running the risk of pulling the malicious image from an employee master source. >>As we look beyond what we can do for, for providing the reliable content, we're also looking at some of the tools and the infrastructure that we can do, uh, to create a security around the content that you're creating. So last year at the last ad, the last year's DockerCon, we announced partnership with sneak. And later on last year, we launched our DACA, desktop and Docker hub vulnerability scans that allow you the options of writing scans in them along multiple points in your dev cycle. And in addition to providing you with information on the vulnerability on, on the vulnerabilities, in, in your code, uh, it also provides you with a guidance on how to re remediate those vulnerabilities. But as we look beyond the vulnerability scans, we're also looking at some of the other things that we can do, you know, to, to, to, uh, further ensure that the integrity and the security around your images, your images, and with that, uh, later on this year, we're looking to, uh, launch the scope, personal access tokens, and instead of talking about them, I will simply show you what they look like. >>So if you can see here, this is my page in Docker hub, where I've created a four, uh, tokens, uh, read-write delete, read, write, read only in public read in public creeper read only. So, uh, earlier today I went in and I, I logged in, uh, with my read only token. And when you see, when I'm going to pull an image, it's going to allow me to pull an image, not a problem success. And then when I do the next step, I'm going to ask to push an image into the same repo. Uh, would you see is that it's going to give me an error message saying that they access is denied, uh, because there is an additional authentication required. So these are the things that we're looking to add to our roadmap. As we continue thinking about the things that we can do to provide, um, to provide additional building blocks, content, building blocks, uh, and, and, and tools to build the trust so that our DACA developer and skinned code faster than Mario Andretti could ever imagine. Uh, thank you to >>Thank you, marina. It's amazing what you can do to improve the trusted content so that you can accelerate your development more and move more quickly, move more collaboratively and build upon the great work of others. Finally, we hear over and over as that developers are working on their applications that they're looking for, environments that are consistent, that are the same as production, and that they want their applications to really run anywhere, any environment, any architecture, any cloud one great example is the recent announcement of apple Silicon. We heard from developers on uproar that they needed Docker to be available for that architecture before they could add those to it and be successful. And we listened. And based on that, we are pleased to share with you Docker, desktop on apple Silicon. This enables you to run your apps consistently anywhere, whether that's developing on your team's latest dev hardware, deploying an ARM-based cloud environments and having a consistent architecture across your development and production or using multi-year architecture support, which enables your whole team to collaborate on its application, using private repositories on Docker hub, and thrilled to introduce you to Hughie cower, senior director for product management, who will walk you through more of what we're doing to create a great developer experience. >>Senior director of product management at Docker. And I'd like to jump straight into a demo. This is the Mac mini with the apple Silicon processor. And I want to show you how you can now do an end-to-end arm workflow from my M one Mac mini to raspberry PI. As you can see, we have vs code and Docker desktop installed on a, my, the Mac mini. I have a small example here, and I have a raspberry PI three with an led strip, and I want to turn those LEDs into a moving rainbow. This Dockerfile here, builds the application. We build the image with the Docker, build X command to make the image compatible for all raspberry pies with the arm. 64. Part of this build is built with the native power of the M one chip. I also add the push option to easily share the image with my team so they can give it a try to now Dr. >>Creates the local image with the application and uploads it to Docker hub after we've built and pushed the image. We can go to Docker hub and see the new image on Docker hub. You can also explore a variety of images that are compatible with arm processors. Now let's go to the raspberry PI. I have Docker already installed and it's running Ubuntu 64 bit with the Docker run command. I can run the application and let's see what will happen from there. You can see Docker is downloading the image automatically from Docker hub and when it's running, if it's works right, there are some nice colors. And with that, if we have an end-to-end workflow for arm, where continuing to invest into providing you a great developer experience, that's easy to install. Easy to get started with. As you saw in the demo, if you're interested in the new Mac, mini are interested in developing for our platforms in general, we've got you covered with the same experience you've come to expect from Docker with over 95,000 arm images on hub, including many Docker official images. >>We think you'll find what you're looking for. Thank you again to the community that helped us to test the tech previews. We're so delighted to hear when folks say that the new Docker desktop for apple Silicon, it just works for them, but that's not all we've been working on. As Dani mentioned, consistency of developer experience across environments is so important. We're introducing composed V2 that makes compose a first-class citizen in the Docker CLI you no longer need to install a separate composed biter in order to use composed, deploying to production is simpler than ever with the new compose integration that enables you to deploy directly to Amazon ECS or Azure ACI with the same methods you use to run your application locally. If you're interested in running slightly different services, when you're debugging versus testing or, um, just general development, you can manage that all in one place with the new composed service to hear more about what's new and Docker desktop, please join me in the three 15 breakout session this afternoon. >>And now I'd love to tell you a bit more about bill decks and convince you to try it. If you haven't already it's our next gen build command, and it's no longer experimental as shown in the demo with built X, you'll be able to do multi architecture builds, share those builds with your team and the community on Docker hub. With build X, you can speed up your build processes with remote caches or build all the targets in your composed file in parallel with build X bake. And there's so much more if you're using Docker, desktop or Docker, CE you can use build X checkout tonus is talk this afternoon at three 45 to learn more about build X. And with that, I hope everyone has a great Dr. Khan and back over to you, Donnie. >>Thank you UA. It's amazing to hear about what we're doing to create a better developer experience and make sure that Docker works everywhere you need to work. Finally, I'd like to wrap up by showing you everything that we've announced today and everything that we've done recently to make your lives better and give you more and more for the single price of your Docker subscription. We've announced the Docker verified publisher program we've announced scoped personal access tokens to make it easier for you to have a secure CCI pipeline. We've announced Docker dev environments to improve your collaboration with your team. Uh, we shared with you Docker, desktop and apple Silicon, to make sure that, you know, Docker runs everywhere. You need it to run. And we've announced Docker compose version two, finally making it a first-class citizen amongst all the other great Docker tools. And we've done so much more recently as well from audit logs to advanced image management, to compose service profiles, to improve where you can run Docker more easily. >>Finally, as we look forward, where we're headed in the upcoming year is continuing to invest in these themes of helping you build, share, and run modern apps more effectively. We're going to be doing more to help you create a secure supply chain with which only grows more and more important as time goes on. We're going to be optimizing your update experience to make sure that you can easily understand the current state of your application, all its components and keep them all current without worrying about breaking everything as you're doing. So we're going to make it easier for you to synchronize your work. Using cloud sync features. We're going to improve collaboration through dev environments and beyond, and we're going to do make it easy for you to run your microservice in your environments without worrying about things like architecture or differences between those environments. Thank you so much. I'm thrilled about what we're able to do to help make your lives better. And now you're going to be hearing from one of our customers about what they're doing to launch their business with Docker >>I'm Matt Falk, I'm the head of engineering and orbital insight. And today I want to talk to you a little bit about data from space. So who am I like many of you, I'm a software developer and a software developer about seven companies so far, and now I'm a head of engineering. So I spend most of my time doing meetings, but occasionally I'll still spend time doing design discussions, doing code reviews. And in my free time, I still like to dabble on things like project oiler. So who's Oberlin site. What do we do? Portal insight is a large data supplier and analytics provider where we take data geospatial data anywhere on the planet, any overhead sensor, and translate that into insights for the end customer. So specifically we have a suite of high performance, artificial intelligence and machine learning analytics that run on this geospatial data. >>And we build them to specifically determine natural and human service level activity anywhere on the planet. What that really means is we take any type of data associated with a latitude and longitude and we identify patterns so that we can, so we can detect anomalies. And that's everything that we do is all about identifying those patterns to detect anomalies. So more specifically, what type of problems do we solve? So supply chain intelligence, this is one of the use cases that we we'd like to talk about a lot. It's one of our main primary verticals that we go after right now. And as Scott mentioned earlier, this had a huge impact last year when COVID hit. So specifically supply chain intelligence is all about identifying movement patterns to and from operating facilities to identify changes in those supply chains. How do we do this? So for us, we can do things where we track the movement of trucks. >>So identifying trucks, moving from one location to another in aggregate, same thing we can do with foot traffic. We can do the same thing for looking at aggregate groups of people moving from one location to another and analyzing their patterns of life. We can look at two different locations to determine how people are moving from one location to another, or going back and forth. All of this is extremely valuable for detecting how a supply chain operates and then identifying the changes to that supply chain. As I said last year with COVID, everything changed in particular supply chains changed incredibly, and it was hugely important for customers to know where their goods or their products are coming from and where they were going, where there were disruptions in their supply chain and how that's affecting their overall supply and demand. So to use our platform, our suite of tools, you can start to gain a much better picture of where your suppliers or your distributors are going from coming from or going to. >>So what's our team look like? So my team is currently about 50 engineers. Um, we're spread into four different teams and the teams are structured like this. So the first team that we have is infrastructure engineering and this team largely deals with deploying our Dockers using Kubernetes. So this team is all about taking Dockers, built by other teams, sometimes building the Dockers themselves and putting them into our production system, our platform engineering team, they produce these microservices. So they produce microservice, Docker images. They develop and test with them locally. Their entire environments are dockerized. They produce these doctors, hand them over to him for infrastructure engineering to be deployed. Similarly, our product engineering team does the same thing. They develop and test with Dr. Locally. They also produce a suite of Docker images that the infrastructure team can then deploy. And lastly, we have our R and D team, and this team specifically produces machine learning algorithms using Nvidia Docker collectively, we've actually built 381 Docker repositories and 14 million. >>We've had 14 million Docker pools over the lifetime of the company, just a few stats about us. Um, but what I'm really getting to here is you can see actually doctors becoming almost a form of communication between these teams. So one of the paradigms in software engineering that you're probably familiar with encapsulation, it's really helpful for a lot of software engineering problems to break the problem down, isolate the different pieces of it and start building interfaces between the code. This allows you to scale different pieces of the platform or different pieces of your code in different ways that allows you to scale up certain pieces and keep others at a smaller level so that you can meet customer demands. And for us, one of the things that we can largely do now is use Dockers as that interface. So instead of having an entire platform where all teams are talking to each other, and everything's kind of, mishmashed in a monolithic application, we can now say this team is only able to talk to this team by passing over a particular Docker image that defines the interface of what needs to be built before it passes to the team and really allows us to scalp our development and be much more efficient. >>Also, I'd like to say we are hiring. Um, so we have a number of open roles. We have about 30 open roles in our engineering team that we're looking to fill by the end of this year. So if any of this sounds really interesting to you, please reach out after the presentation. >>So what does our platform do? Really? Our platform allows you to answer any geospatial question, and we do this at three different inputs. So first off, where do you want to look? So we did this as what we call an AOI or an area of interest larger. You can think of this as a polygon drawn on the map. So we have a curated data set of almost 4 million AOIs, which you can go and you can search and use for your analysis, but you're also free to build your own. Second question is what you want to look for. We do this with the more interesting part of our platform of our machine learning and AI capabilities. So we have a suite of algorithms that automatically allow you to identify trucks, buildings, hundreds of different types of aircraft, different types of land use, how many people are moving from one location to another different locations that people in a particular area are moving to or coming from all of these different analyses or all these different analytics are available at the click of a button, and then determine what you want to look for. >>Lastly, you determine when you want to find what you're looking for. So that's just, uh, you know, do you want to look for the next three hours? Do you want to look for the last week? Do you want to look every month for the past two, whatever the time cadence is, you decide that you hit go and out pops a time series, and that time series tells you specifically where you want it to look what you want it to look for and how many, or what percentage of the thing you're looking for appears in that area. Again, we do all of this to work towards patterns. So we use all this data to produce a time series from there. We can look at it, determine the patterns, and then specifically identify the anomalies. As I mentioned with supply chain, this is extremely valuable to identify where things change. So we can answer these questions, looking at a particular operating facility, looking at particular, what is happening with the level of activity is at that operating facility where people are coming from, where they're going to, after visiting that particular facility and identify when and where that changes here, you can just see it's a picture of our platform. It's actually showing all the devices in Manhattan, um, over a period of time. And it's more of a heat map view. So you can actually see the hotspots in the area. >>So really the, and this is the heart of the talk, but what happened in 2020? So for men, you know, like many of you, 2020 was a difficult year COVID hit. And that changed a lot of what we're doing, not from an engineering perspective, but also from an entire company perspective for us, the motivation really became to make sure that we were lowering our costs and increasing innovation simultaneously. Now those two things often compete with each other. A lot of times you want to increase innovation, that's going to increase your costs, but the challenge last year was how to do both simultaneously. So here's a few stats for you from our team. In Q1 of last year, we were spending almost $600,000 per month on compute costs prior to COVID happening. That wasn't hugely a concern for us. It was a lot of money, but it wasn't as critical as it was last year when we really needed to be much more efficient. >>Second one is flexibility for us. We were deployed on a single cloud environment while we were cloud thought ready, and that was great. We want it to be more flexible. We want it to be on more cloud environments so that we could reach more customers. And also eventually get onto class side networks, extending the base of our customers as well from a custom analytics perspective. This is where we get into our traction. So last year, over the entire year, we computed 54,000 custom analytics for different users. We wanted to make sure that this number was steadily increasing despite us trying to lower our costs. So we didn't want the lowering cost to come as the sacrifice of our user base. Lastly, of particular percentage here that I'll say definitely needs to be improved is 75% of our projects never fail. So this is where we start to get into a bit of stability of our platform. >>Now I'm not saying that 25% of our projects fail the way we measure this is if you have a particular project or computation that runs every day and any one of those runs sale account, that is a failure because from an end-user perspective, that's an issue. So this is something that we know we needed to improve on and we needed to grow and make our platform more stable. I'm going to something that we really focused on last year. So where are we now? So now coming out of the COVID valley, we are starting to soar again. Um, we had, uh, back in April of last year, we had the entire engineering team. We actually paused all development for about four weeks. You had everyone focused on reducing our compute costs in the cloud. We got it down to 200 K over the period of a few months. >>And for the next 12 months, we hit that number every month. This is huge for us. This is extremely important. Like I said, in the COVID time period where costs and operating efficiency was everything. So for us to do that, that was a huge accomplishment last year and something we'll keep going forward. One thing I would actually like to really highlight here, two is what allowed us to do that. So first off, being in the cloud, being able to migrate things like that, that was one thing. And we were able to use there's different cloud services in a more particular, in a more efficient way. We had a very detailed tracking of how we were spending things. We increased our data retention policies. We optimized our processing. However, one additional piece was switching to new technologies on, in particular, we migrated to get lab CICB. >>Um, and this is something that the costs we use Docker was extremely, extremely easy. We didn't have to go build new new code containers or repositories or change our code in order to do this. We were simply able to migrate the containers over and start using a new CIC so much. In fact, that we were able to do that migration with three engineers in just two weeks from a cloud environment and flexibility standpoint, we're now operating in two different clouds. We were able to last night, I've over the last nine months to operate in the second cloud environment. And again, this is something that Docker helped with incredibly. Um, we didn't have to go and build all new interfaces to all new, different services or all different tools in the next cloud provider. All we had to do was build a base cloud infrastructure that ups agnostic the way, all the different details of the cloud provider. >>And then our doctors just worked. We can move them to another environment up and running, and our platform was ready to go from a traction perspective. We're about a third of the way through the year. At this point, we've already exceeded the amount of customer analytics we produce last year. And this is thanks to a ton more albums, that whole suite of new analytics that we've been able to build over the past 12 months and we'll continue to build going forward. So this is really, really great outcome for us because we were able to show that our costs are staying down, but our analytics and our customer traction, honestly, from a stability perspective, we improved from 75% to 86%, not quite yet 99 or three nines or four nines, but we are getting there. Um, and this is actually thanks to really containerizing and modularizing different pieces of our platform so that we could scale up in different areas. This allowed us to increase that stability. This piece of the code works over here, toxin an interface to the rest of the system. We can scale this piece up separately from the rest of the system, and that allows us much more easily identify issues in the system, fix those and then correct the system overall. So basically this is a summary of where we were last year, where we are now and how much more successful we are now because of the issues that we went through last year and largely brought on by COVID. >>But that this is just a screenshot of the, our, our solution actually working on supply chain. So this is in particular, it is showing traceability of a distribution warehouse in salt lake city. It's right in the center of the screen here. You can see the nice kind of orange red center. That's a distribution warehouse and all the lines outside of that, all the dots outside of that are showing where people are, where trucks are moving from that location. So this is really helpful for supply chain companies because they can start to identify where their suppliers are, are coming from or where their distributors are going to. So with that, I want to say, thanks again for following along and enjoy the rest of DockerCon.

>> Narrator: From around the globe, it's theCUBE with digital coverage of Dockercon Live 2020, brought to you by Docker and it's ecosystem partners. >> Everyone welcome back to Dockercon 2020, #Docker20. This is theCUBE and Docker's coverage of Dockercon 20. I'm John Furrier in the Palo Alto studios with our quarantine crew, we got a great interview segment here and big news around developer workflow code to cloud. We've got Amanda Silver, Corporate Vice President, product for developer tools at Microsoft and Scott Johnson, the CEO of Docker. Scott had a great Keynote talking about this relationship news has hit about the extension of the Microsoft partnership. So congratulations, Amanda, welcome to theCUBE. >> Thanks for having me. >> Amanda, tell us about what your role is at Microsoft. You guys are well known in the developer community. You had to develop a ecosystem even when I was in college going way back. Very modern now, the cloud is the key, code to cloud, that's the theme. Tell us about your role at Microsoft. >> Yeah, so I basically run the product, Product Design and User Research team that works on our developer tools at Microsoft. And so that includes the Visual Studio product as well as Visual Studio code that's become pretty popular in the last few years but it also includes things like the dotNET runtime and the TypeScript programming language, as well as all of our Azure tooling. >> What's your thoughts on the relationship with Docker? Obviously the news extension of an existing relationship, Microsoft's got a lot of tools, you got a lot of things you guys are doing, bringing the cloud to every business. Tell us about your thoughts on this relationship with Docker? >> Yeah well, we're very excited about the partnership for sure. Our goal is really to make sure that Azure is a fantastic place where all developers can kind of bring their code and they feel welcome. They feel natural. We really see a unique opportunity to make the experience really great for the Docker community by creating more integrated and seamless experience across Docker desktop, Windows and Visual Studio and we really appreciate how Docker has kind of, supported our Windows ecosystem to run in Docker as well. >> Scott, this relationship and an extension with Microsoft is really, I think, impressive and also notable because Microsoft's got so many tools out there and they have so successful with Azure. You guys have been so successful with your developer community but this also is a reflective of the new Docker. Can you share your thoughts on how this partnership with Microsoft, extending the way it is, with the growth of the cloud is a reflection of the new Docker? >> Yeah, absolutely John, it's a great question. One of the things that we've really been focused on since November is fully embracing the ecosystem and all the partnerships and all the possibilities of that ecosystem and part of that is just reality that we're a smaller company now and we can't do it all, nor should we do it all. Part of it's the reality that developers love choice and no one's going to change their minds on choice, and third is just acknowledging that there's so much creativity and so much energy outside the four walls of Docker that we'd be silly not to take advantage of that and welcome it and embrace it and provide that as a phenomenal experience for our developers. So this is a great example of that. The Snyk partnership we announced last week is a great example of that and you're going to see many more partnerships like this going forward that are reflective of exactly this point. >> You've been a visionary on the product side, interviewed before. Also deploying is more important than ever, that whole workflow simplifying, it's not getting complex, people want choice, building code, managing code, deploying code. This has been a big focus of yours. Can you just share your thoughts on where Microsoft comes in? Because they got stuff too, you've got stuff, it all works together. What's your thoughts? >> Right, so it needs to work together because developers want to focus on their app. They don't want to focus on duct taping and stringing together different siloed pools. So you can see in the demo and you'll see in demonstrations later throughout the conference, just the seamless experience that a developer gets in the Docker command line inner operating with Visual Studio Code, with the Docker command line and then deploying to Azure and what's wonderful about the partnership is that both parties put real engineering effort and design effort into making it a great experience. So a lot of the complexities around configuration, around default settings, around security, user management, all of that is abstracted out and taken away from the developers so they can focus on applications and getting those applications deployed to the cloud as quickly as possible. Getting their apps from code to cloud is the watchword or the call to action for this partnership and we think we've really hit it out of the park with the integration that you saw. >> Great validation in the critical part of the workflow you guys been part of. Amanda, we're living in a time we're doing these remote interviews. The COVID crisis has shown the productivity gains of working at home and working, sheltering in place but it also has highlighted the focus of developers, mainly who have also worked at home. They're been kind of used to this, you see the rigs. I saw at Microsoft build some amazing rigs from the studio, so these guys streaming their code demos. This is a Cambrian explosion of new kinds of productivity. You got the world's getting more complex at scale. This is what cloud does. What's your thoughts on this? 'Cause the tooling, there's more tools than ever, right? >> Yeah. >> I still got to deploy code. It's got to be more agile, it's got to be faster, it's got to be at scale. This is what you guys believe in. What's your thinking on all these tooling and abstraction layers? And the end of the day, developers still got to do their job. >> Yeah, well, absolutely. And now even more than ever, I think we've certainly seen over the past few months, a more rapid acceleration of digital transformation that has really happened in the past few years. Paper processes are now becoming digital processes all of a sudden. Everybody needs to work and learn from home and so there's just this rapid acceleration to kind of move everything to support our new remote first lifestyle. But even more so, we now have remote development teams actually working from home as well in a variety of different kinds of environments, whether they're using their own personal machine to connect to their infrastructure or they're using a work issued machine. It's more important than ever that developers are productive but they are productive as a team. Software is a team sport, we all need to be able to work together and to be able to collaborate. And one of the most important aspects of agility for developers is consistency. And what Docker really enables with containerization, is to make the infrastructure consistent and repeatable so that as developers are moving through the lifecycle from their local desktop and developing on their local desktop, to a test environment and to staging and to production, it's really, it's infrastructure for developers as well as operations. And so, that infrastructure, that's completely customizable for what the developers operating system of choice is, what their app stack is, all of those dependencies kind of running together. And so that's what really enables developers to be really agile and have a really fast iteration cycle but also to have that consistency across all of their development team. And we now need to think about things like, how are we actually going to bring on interns for the summer and make sure that they can actually set up their developer boxes in a consistent way that we can actually support them and things like Docker really help with that. >> As your container instances and Visual Studio cloud that you guys have has had great success. There's a mix and match formula here and the other day, developers want to ship the code. What's the message that you guys are sending here with this because I think productivity is one, simplification is the other but as developers, we're on the front lines and they're shipping in real time. This is a big part of the value proposition that you guys bringing to the table. >> Yeah, the core message is that any developer and their code is welcome (laughs) and that we really want to support them, empower them and increase their velocity and the impact that they can have. And so, having things like the fact that the Docker CLI is natively integrated into the Azure experience is a really important aspect of making sure that developers are feeling welcome and feeling comfortable. And now that the Docker CLI tools that are part of Docker desktop have access to native commands that work well with Azure container instances, Azure container instances, if anybody is unfamiliar with that, is the simplest and fastest way to kind of set up containers in Azure and so we believe that developers have really been looking for a really simple way to kind of get containers on Azure and now we have that really consistent experience across our servers, services and our tools. Visual Studio code and Visual Studio extensions make full use of Docker desktop and the Docker CLI so that they can get that combination of the productivity and the power that they're looking for. And in fact, we've integrated these as a design point since very early on in our partnership when we've been partnering with Docker for quite a while. >> Amanda, I want to ask you about the tool chain. We've heard about workflows, making it simpler. Bottom line from a developer standpoint, what's the bottom line for me? What does this mean to me, everyday developer out there? >> I really think it means, your productivity on your terms. And so, Microsoft has been a developer company since the very beginning with Bill Gates and GW Basic. And it's actually similar for Docker. They really have a developer first point of view, which certainly speaks to my heart and so one of the things that we're really trying to do with Docker is to make sure that we can create a workflow that's super productive at every stage of the developer experience, no matter which stack they're actually targeting, whether there's targeting Node or Python, or dotNET and C Sharp or Java, we really want to make sure that we have a super simple experience that you can actually initiate all of these commands, create Docker container images and use the Docker compose files. And then, just kind of do that consistently, as you're deploying it all the way up into your infrastructure in Azure. And the other thing that we really want to make sure is that that even post deployment, you can actually inspect and diagnose these containers and images without having to leave the tool. So we also think about the process of writing the code but also the process of kind of managing the code and remediating issues that might come up in production. And so we really want you to be able to look at containers up in the Azure, that are deployed into Azure and make sure that they're running and healthy and that if something's wrong, that you can actually open up a shell and be in an interactive mode and be able to look at the logs from those containers and even inspect one to see environment variables or other details. >> Yeah, that's awesome. Writing code, managing code and then you got to deploy, right? So what I've been loving about the past generation of Agile is deployment's been faster to play off all the time. Scott, this brings up that the ease of use but you'll want to actually leverage automation. This is the trend that you want to get into. You want to make it easy to write code, manage code but during the deployment phase, that's a big innovation. That's the last point, making that better and stronger. What's your thoughts on simplifying that? >> Well, as a big part of this partnership, John, that Docker and Microsoft embarked on, as you saw from the demo in the keynote, all within the Docker command line, the developer's able to do it in two simple commands, deploy an app, define and compose from their desktop to Azure. And there's a whole slew of automation and pre-configured smart defaults or sane defaults that have gone on behind the scenes and it a lot of hardcore engineering work on part of Docker-Microsoft together to simplify that and make that easy. And that goes exactly to your point, which is, the simpler you can make it, make an abstract way to kind of underline plumbing and infrastructure, the faster Devs can get their application from code to cloud. >> Scott, you've been a product CEO, you've been a product person now you're the CEO but you have a product back when you've been involved with a relationship with Microsoft for a long time. What's the state of the market right now? I see Microsoft has evolved because just the performance, corporate performance, the shift to the cloud has been phenomenal. Now developers getting more empowered, there's more demand for the pressure to put developers to do more and more creativity. So you've seen this evolve, this relationship, what does it mean? >> Yeah, it's honestly a wonderful question, John and I want to thank Amanda and the entire Microsoft team for being long standing partners with us on this journey. So it might not be known to everyone on today's day's event but Microsoft came to the very first Dockercon event way back in June 2014 and I had the privilege of greeting them and welcoming them and then they were full on, ready to see what all the excitement about Docker was about and really embraced it. And you mentioned kind of openness in Microsoft's growth over time in that dimension and we think Docker, together with Microsoft have really shown what an open developer community can do. That started back in 2014 and then we embarked on an open source collaboration around the Docker command line of the Docker engine, bringing that Docker engine from Linux and now moving it to Windows applications. And so all the sudden the promise of write once and use the same primitives, the same formats, the same command lines, as you can with Linux onto Windows applications, we brought that promise to the market. And it's been an ongoing journey together with Microsoft on open standards base, developer facing friendliness, ease of use, fast time to deploy and this partnership that we announced yesterday and we highlighted at the keynote is just another example of that ongoing relationship, laser-like focused on developer productivity and helping teams build great apps. >> Why do you like Azure in the cloud for Docker? Can you share why? >> Well, as Amanda has been sharing, it's super focused on, what are the needs of developers to help them continue to stay focused on their apps and not have their cognitive load burdened by other aspects of getting their apps to the cloud and Azure does a phenomenal job of simplifying and providing sane defaults out of the box. And as we've been talking about, it's also very open to partner integrations like the one we've announced yesterday and highlighted that make it just easy for development teams to choose their tools and build their apps and deploy them onto Azure as quickly as possible. So it's a phenomenal platform for developers and we're very excited and proud to partner with Microsoft on it. >> Amanda on your side, I see Docker's got millions of developers. you guys got millions of developers even more. How do you see the developers in Microsoft's side engaging with Docker desktop and Docker hub? Where does it all fit? I mentioned earlier how I see Docker context really improving the way that individuals and teams work with their environments in making sure that they're consistent but I think this really comes together as we work with Docker desktop and Docker Hub. When developers sign in to Docker Hub from Docker desktop, everything kind of lights up and so they can see all of the images in their repositories and they can also see the cloud environments that they're running them in. And so, once you sign into the Hub, you can see all the contexts that map to the logical environments they have access to, like Dev, NQA and maybe staging. And another use case that's really important is that we can access the same integration environment. So, I can have microservices that I've been working on but I can also see microservices that my teammates and their logs from the services that they've been working on, which I think is really great and certainly helps with team productivity. The other thing too, is that this also really helps with hybrid cloud deployments, where, you might have some on-premises hosted containers and you might have some that's hosted in a public cloud. And so you can see all of those things through your Docker Hub. >> Well, I got to say, I love the code to cloud tagline, I think that's very relevant and catchy. And I think, I guess to me what I'm seeing and I'd love to get your thoughts, Amanda on this is you oversee a key part of Microsoft's business that's important for developers, just the vibe and people are amped up right now. I know people are tensed, anxiety with the COVID-19 crisis but I think people are generally agreeing that this is going to be a massive inflection point for just more headroom needed for developers to accelerate their value on the front lines. What's your personal take on this? You've seen these waves before but now in this time, what are you most excited about? What are you optimistic about? What's your view on the opportunities? Can you share your thoughts, because people are going to get back to work. They're working now remotely but if we go back to hybrid world, they're going to be jamming on projects. >> Yeah, for sure but people are jamming on projects right now and I think that in a lot of ways, developers are first responders in that they are... Developers are always trying to support somebody else. We're trying to support somebody else's workflow and so we have examples of people who are creating new remote systems to be able to schedule meetings in hospitals for the doctors who are actually the first responders taking care of patients but at the end of the day, it's the developer who's actually creating that solution. And so we're being called to duty right now and so we need to make sure that we're actually there to support the needs of our users and that we're basically cranking on code as fast as we can. And to be able to do that, we have to make sure that every developer is empowered and they can move quickly but also that they can collaborate really quickly. And so I think that Docker Hub, Docker kind of helps you ensure that you have that consistency but you also have that connection to the infrastructure that's hosted by your your organization. >> I think you nailed, that's amazing insight. I think that's... The current situation in the community matters because there's a lot of frontline work being done to your point but then we got to rebuild, the modernization is happening as well coming out of this so there's going to be that. And there's a lot of camaraderie going on and massive community involvement I'm seeing more of. The empathy but also now there's going to be the building, the creation, the new creation. So, Scott, this is going to call for more simplicity and to abstract away the complexities. This is the core issue. >> Well, that's exactly right. And it is time to build and we're going to build our way out of this and it is the community that's responding. And so in some sense, Microsoft and Docker are there to support that moory energy and give them the tools to go and identify and have an impact as quickly as possible. I referenced in the keynote, completely bottoms up organic adoption of Docker desktop and Docker Hub in racing to provide solutions against the COVID-19 virus. It's a war against this pandemic that is heavily dependent on applications and data. And there's over 200 projects, community projects on Docker Hub today, where you've got tools and containers and data analysis all in service to the COVID-19 battle that's being fought. And then as you said, John, as we get through the other side, there's entire industries that are completely rethinking their approach that were largely offline before but now see the imperative and the importance of going online. And that tectonic shift, nearly overnight of offline to online behavior and commerce and social and going down the list, that requires new application development. And I'm very pleased about this partnership is that together, we're giving developers the tools to really take advantage of that opportunity and go and build our way out of it. >> Well, Scott, congratulations on a great extended partnership with Microsoft and the Docker brand. I'm a big fan from day one. I know you guys have pivoted on a new trajectory, which is phenomenal, very community oriented, very open source, very open. So congratulations on that. Amanda, thanks for spending the time to come on. I'll give you the final word. Take a minute to talk about what's new at Microsoft for the folks that know Microsoft, know they have a developer mindset from day one. Cloud is exploding, code to cloud. What's the update? What's the new narrative? What should people know about Microsoft with developer community? Can you share some data for the folks that aren't in the community or might want to join or the folks in the community who want to get an update? >> Yeah, it's a great kind of question. Right now, I think we are all really focused on making sure that we can empower developers throughout the world and that includes both those who are building solutions for their organizations today but also, I think we're going to end up with a ton of new developers over this next period, who are really entering the workforce and learning to create digital solutions. Overall, there's a massive developer shortage across the world. There's so much opportunity for developers to kind of address a lot of the needs that we're seeing out of organizations, again, across the world. And so I think it's just a really exciting time to be a developer and my only hope is that basically we're building tools that actually enable them to solve the problem. >> Awesome insight, and thank you so much for your time. Code to cloud developers are cranking away, they're the first responders, going to take care of business and then continue to build out the modern applications. And when you have a crisis like this, people cut right through the noise and get right to the tools that matter. So thanks for sharing the Microsoft-Docker partnership and the things that you guys are working on together. Thanks for your time. >> Thank you. >> Thank you. >> Okay, this is theCUBE's coverage. We are at Dockercon 2020 Digital. This is theCUBE Virtual. I'm John Furrier, bringing all the action, more coverage. Stay with us for more Dockercon Virtual after this short break. (gentle music)

>> Narrator: From around the globe, it's theCUBE with digital coverage of DockerCon LIVE 2020, brought to you by Docker and its ecosystem partners. >> Hi, I'm Stu Miniman and this is theCUBE's coverage of DockerCon LIVE 2020. Happy to welcome back to the program one of our CUBE alumni, Deepak Singh. He's the vice president of compute services at Amazon Web Services. Deepak, great to see you. >> Likewise, hi, Stu. Nice to meet you again. >> All right, so for our audience that hasn't been in your previous times on theCUBE, give us a little bit about, you know, your role and your organization inside AWS? >> Yeah, so I'm, I've been part of the AWS compute services world from, for the last 12 years in various capacities. Today, I run a number of teams, all our container services, our Linux teams, I also happen to run a high performance computing organization, so it's a nice mix of all the computing that our customers do, especially some of the more new and large scale compute types that our customers are doing. >> All right, so Deepak, obviously, you know, the digital events, we understand what's happening with the global pandemic. DockerCon was actually always planned to be an online event but I want to understand, you know, your teams, how things are affecting, we know distributed is something that Amazon's done, but you have to cut up those two pizza and send them out to the additional groups or, you know, what advice are you giving the developers out there? >> Yeah, in many ways, obviously, how we operate has changed. We are at home, maybe I think with our families. DockerCon was always going to be virtual, but many other events like AWS Summits are now virtual so, you know, in some ways, the teams, the people that get most impacted are not necessarily the developers in our team but people who interact a lot with customers, who go to conferences and speak and they are finding new ways of being effective and being successful and they've been very creative at it. Our customers are getting very good at working with us virtually because we can always go to their site, they can always come to Seattle, or run of other sites for meeting. So we've all become very good at, and disciplined at how do you conduct really nice virtual meetings. But from a customer commitment side, from how we are operating, the things that we're doing, not that much has changed. We still run our projects the same way, the teams work together. My team tends to do a lot of happy things like Friday happy hours, they happen to be all virtual. I think last time we played, what word, bingo? I forget exactly what game we played. I know I got some point somewhere. But we do our best to maintain sort of our team chemistry or camaraderie but the mission doesn't change which is our customers expect us to keep operating their services, make sure that they're highly available, keep delivering new capabilities and I think in this environment, in some ways that's even more important than ever, as customer, as the consumer moves online and so much business is being done virtually so it keeps us on our toes but it's been an adjustment but I think we are all, not just us, I think the whole world is doing the best that they can under the circumstances. >> Yeah, absolutely, it definitely has humanized things quite a bit. From a technology standpoint, Deepak, you know, distributed systems has really been the challenge of you know, quite a long journey that people have been going on. Docker has played, you know, a really important role in a lot of these cloud native technologies. It's been just amazing to watch, you know, one of the things I point to in my career is, you know, watching from those very, very early days of Docker to the Cambrian explosion of what we've seen container based services, you know, you've been part of it for quite a number of years and AWS had many services out there. For people that are getting started, you know, what guidance do you give them? What do they understand about, you know, containerization in 2020? >> Yeah, containerization in 2020 is quite a bit different from when Docker started in 2013. I remember speaking at DockerCon, I forget, that's 2014, 2015, and it was a very different world. People are just trying to figure out what containers are that they could package code in deeper. Today, containers are mainstream, it is more customers or at least many customers and they are starting to build new applications, probably starting them either with containers or with some form of server technology. At least that's the default starting point but increasingly, we also seen customers with existing applications starting to think about how do they adapt? And containers are a means to an end. The end is how can we move faster? How can we deliver more quickly? How can our teams be more productive? And how can you do it more, less expensively, at lower cost? And containers are a big part, important and critical piece of that puzzle, both from how customers are operating their infrastructure, that there's a whole ecosystem of schedulers and orchestration and security tools and all the things that an enterprise need to deliver applications using containers that they have built up. Over the last few years, you know, we have multiple container services that meet those needs. And I think that's been the biggest change is that there's so much more. Which also means that when you're getting started, you're faced with many more options. When Docker started, it was this cute whale, Docker run, Docker build Docker push, it was pretty simple, you could get going really quickly. And today you have 500 different options. My guidance to customers really is, boils down to what are you trying to achieve? If you're an organization that's trying to corral infrastructure and trying to use an existing VM more effectively, for example, you probably do want to invest in becoming experts at schedulers and understanding orchestration technologies like ECS and EKS work but if you just want to run applications, you probably want to look at something like Fargate or more. I mean, you could go towards Lambda and just run code. But I think it all boils down to where you're starting your journey. And by the way, understanding Docker run, Docker build and Docker push is still a great idea. It helps you understand how things work. >> All right, so Deepak, you've already brought up a couple of AWS services of, you know, talk about the options out there, that you can either run on top of AWS, you have a lot of native services, you know, ECS, EKS, you mentioned, Fargate there, and very broad ecosystem in space. Could you just, you know, obviously, there are entire breakout sessions to talk about , the various AWS services, but you know, give us that one on one level as to what to understand for container service by AWS. >> Yeah, and these services evolved organically and we launched the Amazon Elastic Container Service or ECS in preview in November or whenever re:Invent was that year in 2014, which seems ages ago in the world of containers but in the end, our goal is to give our customers the most choice, so that they can solve problems the way they want to solve them. So Amazon ECS is our native container orchestration service, it's designed to work with and the rest of the AWS ecosystem. So it uses VPC for networking, it uses IAM identity, it uses ALB for load balancing, other than just good examples, some examples of how it works. But it became pretty clear over time that there was a lot of customers who were investing in communities, very often starting in their own data centers. And as they migrated onto the cloud, they wanted to continue using the same tool plane but they also wanted to not have to manage the complexity of communities control planes, upgrades. And they also wanted some of the same integrations that they were getting with ECS and so that's where the Amazon Elastic Kubernetes Service or EKS comes in, which is, okay, we will manage a control plane for you. We will manage upgrades and patches for you. You focus on building your applications in Kubernetes way, so it embraces Kubernetes. It has, invokes with all the Kubernetes tooling and gives you a Kubernetes native experience, but then also ties into the broad AWS ecosystem and allows us to take care of some of the muck that many customers quite frankly don't and shouldn't have to worry about. But then we took it one step further and actually launched the same time as EKS and that's, AWS Fargate, and Fargate was, came from the recognition that we had, actually, a long time ago, which is, one of the beauties of EC2 was that customers never had, had to stop, didn't have to worry about racking and stacking and where a server was running anymore. And the idea was, how can we apply that to the world of containers. And we also learned a little bit from what we had done with Lambda. And we took that and took the server layer and took it out of the way. Then from a customer standpoint, all you're launching is a pod or a task or a service and you're not worrying about which machines I need to get, what types of machines I need to get. And the operational simplicity that comes with it is quite remarkable and quite finding not that, surprisingly, our customers want us to keep pushing the boundary of the kind operational simplicity we can give them but Fargate serves a critical building block and part of that, and we're super excited because, you know, today by far when a new customer, when a customer comes and runs a container on AWS the first time they pick Fargate, we're usually using ECS because EKS and Fargate is much newer, but that is a default starting point for any new container customer on AWS which is great. >> All right, well, you know, Docker, the company really helped a lot with that democratization, container technologies, you know, all those services that you talked about from AWS. I'm curious now, the partnership with Docker here, you know, how do some of the AWS services, you know, fit in with Docker? I'm thinking Docker Desktop probably someplace that they're, you know, or some connection? >> Yeah, I think one of the things that Docker has always been really good at as a company, as a project, is understanding the developer and the fact that they start off on a laptop. That's where the original Docker experience that go well, and Docker Desktop since then and we see a ton of Docker Desktop customers have used AWS. We also learned very early on, because originally ECS CLI supported Docker Compose. That ecosystem is also very rich and people like building Docker files and post files and just being able to launch them. So we continue to learn from what Docker is doing with Docker Desktop. We continue working with them on making sure that customizing the Docker Compose and Docker Desktop can run all their services and application on AWS. And we'll continue working with Docker, the company, on how we make that a lot easier for our customers, they are our mutual customers, and how we can learn from their simplicity that Docker, the simplicity that Docker brings and the sort of ease of use the Docker bring for the developer and the developer experience. We learn from that for our own services and we love working with them to make sure that the customer that's starting with Docker Desktop or the Docker CLI has a great experience as they move towards a fully orchestrated experience in the cloud, for example. There's a couple of other areas where Docker has turned out to have had foresight and driven some of our thinking. So a few years ago, Docker released this thing called containerd, where they took out their container runtime from inside the bigger Docker engine. And containerd has become a very important project for us as well as, it's the underpinning of Fargate now and we see a lot of interest from customers that want to keep building on containerd as well. And it's going to be very interesting to see how we work with Docker going forward and how we can continue to give our customers a lot of value, starting from the laptop and then ending up with large scale services in the cloud. >> Very interesting stuff, you know, interesting. Anytime we have a conversation about Docker, there's Docker the technology and Docker the company and that leads us down the discussion of open-source technologies . You were just talking about, you know, containerd believe that connects us to Firecracker. What you and your team are involved in, what's your viewpoint is the, you know, what you're seeing from open-source, how does Amazon think of that? And what else can you share with the audience on this topic? >> Yeah, as you've probably seen over the last few years, both from our work in Kubernetes, with things like Firecracker and more recently Bottlerocket. AWS gets deeply involved with open-source in a number of ways. We are involved heavily with a number of CNCF projects, whether it be containerd, whether it be things like Kubernetes itself, projects in the Kubernetes ecosystem, the service mesh world with Envoy and with the containerd project. So where containerd fits in really well with AWS is in a project that we call firecracker-containerd. They're effectively for Fargate, firecracker-containerd as we move Fargate towards Firecracker becomes out of the container in which you run containerd. It's effectively the equivalent of runC in a traditional Docker engine world. And, you know, one of the first things we did when Firecracker got rolled out was open-source the firecracker-containerd project. It's a go project and the idea was it's a great way for people to build VM like isolation and then build sort of these serverless container architectures like we want to do with Fargate. And, you know, I think Firecracker itself has been a great success. You see customer, you know, companies like Libvirt integrating with Firecracker. I've seen a few other examples of, sometimes unbeknownst to us, of people picking a Firecracker and using it for very, very interesting use cases and not just on AWS in other places as well. And we learnt a lot from that that's kind of why Bottlerocket is, was released the way it was. It is both a product and a project. Bottlerocket, the operating system is an open-source project. It's on GitHub, it has all the building tooling, you can take it and do whatever you want with it. And then on the AWS side, we will build and publish Bottlerocket armies, Amazon machine images, we will support them on AWS and there it's a product. But then Bottlerocket the project is something that anybody in the world who wants to run a minimal operating system can choose to pick up. And I think we've learnt a lot from these experiences, how we deal with the community, how we work with other people who are interested in contributing. And you know, Docker is one of the, the Docker open-source pieces and Docker the company are both part of the growing open-source ecosystem that's coming from AWS, especially on the container world. So it's going to be very interesting. And I'll end with, containerization has started impacting other parts of AWS, as well as our other services are being built, very often through ECS and EKS, but they're also influencing how we think about what capabilities we need to build into the broader container ecosystem. >> Yeah, Deepak, you know, you mentioned that some of the learnings from Lambda has impacted the services you're doing on the containerization side. You know, we've been watching some of the blurring of the lines between another container world and the containerization world. You know, there's some open-source projects out there, the CNCS working on things, you know, what's the latest, as you see kind of containerization and serverless and you know, where do you see them going forward? >> This is that I say that crystal balls are not my strong suite. But we hear customers, customers often want the best of both world. What we see very often is that customers don't actually choose just Fargate or just Lambda, they'll choose both. Where for different pieces of their architecture, they may pick a different solution. And sometimes that's driven by what they know, sometimes driven by what fits into their need. Some of the lines blur but they're still quite different. Lambda, for example, as a very event driven architecture, it is one process at a time. It has all these event hooks into the rest of AWS that are hard to replicate. And if that's the world you want to live in or benefit from, you're going to use lambda. If you're running long running services or you want a particular size that you don't get in Lambda or you want to take a more traditional application and convert it into a more modern application, chances are you're starting on Fargate but it fits in really well you have an existing operational model that fits into it. So we see applications evolving very interestingly. It's one reason why when we build a service mesh, we thought forward instead. It is almost impossible that we will have a world that's 100% containers, 100% Lambda or 100% EC2. It's going to be some mix of all of these. We have to think about it that way. And it's something that we constantly think about is how can we do things in a way that companies aren't forced to pick one way to it and "Oh, I'm going to build on Fargate" and then months later, they're like, "Yeah, we should have probably done Lambda." And I think that is something we think a lot about, whether it's from a developer's experience side or if it's from service meshes, which allow you to move back and forth or make the mesh. And I think that is the area where you'll see us do a lot more going forward. >> Excellent, so last last question for you Deepak is just give us a little bit as to what, you know, industry watchers will be looking at the container services going forward, next kind of 12, 18 months? >> Yeah, so I think one of the great things of the last 18 months has been that type of application that we see customers running, I don't think there's any bound to it. We see everything from people running microservices, or whatever you want to call decoupled services these days, but are services in the end, people are running, most are doing a lot of batch processing, machine learning, artificial intelligence that work with containers. But I think where the biggest dangers are going to come is as companies mature, as companies make containers, not just things that they build greenfield applications but also start thinking about migrating legacy applications in much more volume. A few things are going to happen. I think we'll be, containers come with a lot of complexity right now. I think you've, if you've seen my last two talks at re:Invent along with David Richardson from the Lambda team. You'll hear that we talk a lot about the fact that we see, we've made customers think about more things than they used to in the pre container world. I think you'll see now that the early adopter techie part has done, cloud has adopted containers and the next wave of mainstream users is coming in, you'll see more attractions come on as well, you'll see more governance, I think service meshes have a huge role to play here. How identity works or this fits into things like control tower and more sort of enterprise focused tooling around how you put guardrails around your containerized applications. You'll see it two or three different directions, I think you'll see a lot more on the serverless side, just the fact that so many customers start with Fargate, they're going to make us do more. You'll see a lot more on the ease of use developer experience of production side because you started off with the folks who like to tinker and now you're getting more and more customers that just want to run. And then you'll see, and that's actually a place where Docker, the company and the project have a lot to offer, because that's always been different. And then on the other side, you have the governance guardrails, and how is going to be in a compliant environment, how am I going to migrate all these applications over so that work will keep going on and you'll more and more of that. So those are the three buckets I'll use, the world can surprise us and you might end up with something completely radically different but that seems like what we're hearing from our customers right now. >> Excellent, well, Deepak, always a pleasure to catch up with you. Thanks so much for joining us again on theCUBE. >> No, always a pleasure Stu and hopefully, we get to do this again someday in person. >> Absolutely, I'm Stu Miniman, thanks as always for watching theCUBE. >> Deepak: Yep, thank you. (gentle music)

>>From around the globe. It's the view with digital coverage of Docker con live 2020 brought to you by Docker and its ecosystem partners. >>LeBron. Welcome back to DockerCon 2020 hashtag Docker 20 this is the cube and Dockers coverage of Docker con 20 I'm Sean for you and the Palo Alto studios with our quarantine crew. We've got a great interview segment here in big news around developer workflow code to cloud. We've got Amanda silver corporate vice president, product for developer tools at Microsoft and Scott Johnson, the CEO of Docker. Scott had a great keynote talking about this relationship news has hit about the extension of the Microsoft partnership. So congratulations Amanda. Welcome to the cube. >>Thanks for having me. >>Amanda, tell us a bit about what your role is at Microsoft. You guys are well known in the developer community to develop an ecosystem when even when I was in college going way back, very modern. Now cloud is, is the key code to cloud. That's the theme. Tell us about your role at Microsoft. >>Yeah. So I basically run the product, uh, product design and user research team that works on our developer tools that Microsoft and so that includes the visual studio product as well as visual studio code. Um, that's become pretty popular in the last few years, but it also includes things like the.net runtime and the TypeScript programming language as well as all of our Azure tooling. >>What's your thoughts on the relationship with Docker? I'll show you the news extension of an existing relationship. Microsoft's got a lot of tools. You've got a lot of things you guys are doing, bringing the cloud to every business. Tell us about your thoughts on this relationship with Donker. >>Yeah, well we're very excited about the partnership for sure. Um, you know, our goal is really to make sure that Azure is a fantastic place where all developers can kind of bring their code and they feel welcome. They feel natural. Uh, we really see a unique opportunity to make the experience really great for Docker, for the Docker community by creating more integrated and seamless experience across Docker, desktop windows and visual studio. And we really appreciate how, how Docker is kind of, you know, supported our windows ecosystem to run in Docker as well. >>Scott, this relationship and an extension with Microsoft is really, uh, I think impressive and also notable because Microsoft's got so many, so many tools out there and they have so successful with Azure. You guys have been so successful with your developer community, but this also is reflective of the new Docker. Uh, could you share your thoughts on how this partnership with Microsoft extending the way it is with the growth of the cloud is a reflection of the new Docker? >>Yeah, absolutely. John's great question. One of the things that we've really been focused on since November is fully embracing the ecosystem and all the partnerships and all the possibilities of that ecosystem. And part of that is just reality. That we're a smaller company now and we can't do it all, nor should we do it all. Part of us. The reality that developers love voice and no one's gonna change their minds on choice. And third is just acknowledging that there's so much creativity and so much energy. The four walls of Docker that we'd be building, not the big advantage of that and welcome it and embrace it and provide that as a phenomenal experience part of Alfred's. So this is a great example of that. The sneak partnership we announced last week is a grant to have that and you're going to see many more of uh, partnerships like this going forward that are reflective of exactly this point. >>You've been a visionary on the product side of the interviewed before. Also deploying is more important than ever. That whole workflow, simplifying, it's not getting complex. People want choice, building code, managing code, deploying code. This has been a big focus of yours. Can you just share your thoughts on where Microsoft comes in because they got stuff too. You've got stuff, it all works together. What's your thoughts? >>Right? So it needs to work together, right? Because developers want to focus on their app. They don't want to focus on duct taping and springing together different siloed pools, right? So you can see in the demo and you'll see in, uh, demonstrations later throughout the conference. Just the seamless experience that a developer gets in the document man line inter-operating with visual studio code with the Docker command line and then deploying to Azure and what's what's wonderful about the partnership is that both parties put real engineering effort and design effort into making it a great experience. So a lot of the complexities around the figuration around default settings around uh, security, user management, all of that is abstracted out and taken away from the developer so they can focus on applications and getting those applications deployed to the proudest quickly as possible. Getting their app from code to cloud is the wok word or the or the call to action for this partnership. And we think we really hit it out of the park with the integration that you saw, >>Great validation and a critical part of the workflow. You guys have been part of Amanda, we're living in a time we're doing these remote interviews. The coven crisis has shown the productivity gains of working at home and working in sheltering in place, but also as highlighted, the focus of developers mainly who have also worked at home. They've kind of used to this. Do you see the rigs? I saw her at Microsoft build some amazing rigs from the studio. So these guys streaming their code demos. This is, um, a Cambrin explosion of new kinds of productivity. And yet the world's getting more complex at scale. This is what cloud does. What's your thoughts on this? Cause the tooling is more tools than ever, right? So I still gotta deploy code. It's gotta be more agile. It's gotta be faster. It's gotta be at scale. This is what you guys believe in. What's your thinking on all these tooling and abstraction layers and the end of the day, don't you still got to do their job? >>Yeah, well, absolutely. And now, even more than ever. I mean, I think we've, we've certainly seen over the past few months, uh, uh, a more rapid acceleration of digital transformation. And it's really happened in the past few years. Uh, you know, paper processes are now becoming digit digital processes. All of a sudden, you know, everybody needs to work and learn from home. And so there's just this rapid acceleration to kind of move everything to support our new remote lifestyle. Um, but even more so, you know, we now have remote development teams actually working from home as well in a variety of different kinds of, uh, environments. Whether they're using their own personal machine to connect to their infrastructure or they're using a work issued machine. You know, it's more important than ever that developers are productive, but they are productive as a team. Right? Software is a team sport. >>We all need to be able to work together and to be able to collaborate. And one of the most important aspects of agility for developers is consistency. And, uh, what Docker really enables is, uh, with, with containerization is to make the infrastructure consistent and repeatable so that as developers are moving through the life cycle from their local, local dev desktop and developing on their local desktop to a test environment and to staging and to production, it's really, it's infrastructure of or, or developers as well as operations. And so it's that, that infrastructure that's completely customizable for what the developer's operating system of choices, what their app stack is, all of those dependencies kind of running together. And so that's what really enables developers to be really agile and have a really, really fast iteration cycle but also to have that consistency across all of their development team. And you know, we, we now need to think about things like how are we actually going to bring on interns for the summer, uh, and make sure that they can actually set up their developer boxes in a consistent way that we can actually support them. And things like Docker really helped with that >>As your container instances and a visual studio cloud that you guys have has had great success. Um, there's a mix and match formula here. At the end of the day, developers want to ship the code. What's the message that you guys are sending here with this? Because I think productivity is one, simplification is the other, but as developers on the front lines and they're shipping in real time, this is a big part of the value proposition that you guys are bringing to the table. >>Yeah, I mean the, the core message is that any developer and their code is welcome, uh, and that we really want to support them and power them and increase their velocity and the impact that they can have. Um, and so, you know, having things like the fact that the Docker CLI is natively integrated into the Azure experience, uh, is a really important aspect of making sure that developers are feeling welcome and feeling comfortable. Um, and now that the Docker CLI tools are, that are part of Docker desktop, have access to native commands that work well with Azure container instances. Uh, Azure container instances, if anybody's on familiar with that, uh, is the simplest and fastest way to kind of set up containers and Azure. And, and so we believe that developers have really been looking for a really simple way to kind of get containers on Azure. And now we that really consistent experience across our service services and our tools and visual studio code and visual studio extensions make full use of Docker desktop and the Docker CLI so that they can get that combination of the productivity and the power that they're looking for. And in fact, we've, we've integrated these as a design point since very early on in our partnership when we've been partnering with, with Docker for quite a while. >>Amanda, I want to ask you about the, the, the, the tool chain. We've heard about workflows, making it simpler, bottom line, from a developer standpoint, what's the bottom line for me? What does this mean to me? Uh, every day developer out there? >>Um, I, I mean, I really think it means you know, your productivity on your terms. Um, and so, you know, Microsoft has been a developer company since the very, very beginning with, you know, bill Gates and, and, uh, GW basic. Um, and it's actually similar for Docker, right? They really have a developer first point of view, uh, which certainly speaks to my heart. And so one of the things that we're really trying to do with, with Docker is to make sure that we can create a workflow that's super productive at every stage of the developer experience, no matter which stack they're actually targeting, whether there's targeting node or Python or.net and C-sharp or Java. Uh, we really want to make sure that we have a super simple experience that you can actually initiate all of these commands, create, you know, Docker container images and use the compose Docker compose files. >>Um, and then, you know, just kind of do that consistently as you're deploying it all the way up into your infrastructure in Azure. And the other thing that we really want to make sure is that that even post deployment, you can actually inspect and diagnose these containers and images without having to leave the tool. Um, so we, we also think about the process of writing the code, but also the process of kind of managing the code and remediating issues that might come up in production. And so, you know, we really want you to be able to look at containers up in the Azure. Uh, up that are deployed into Azure and make sure that they're running and healthy and that if there, if something's wrong, that you can actually open up a shell and be in an interactive mode and be able to look at the logs from those containers and even inspect when to see environment variables or other details. >>Yeah, that's awesome. You know, writing code, managing code, and then you've got to deploy, right? So what I've been loving about the, the past generation of agile is deployment's been fast to deploy all the time. Scott, this brings up that the ease of use, but you want to actually leverage automation. This is the trend that you want to get in. You want, you don't want, you want to make it easy to write code, manage code. But during the deployment phase, that's a big innovation. That's the last point. Making that better and stronger. What's your thoughts on simplifying that? >>So that was a big part of this partnership, John, that the Docker in Microsoft embarked on and as you saw from the demo and the keynote, um, all within the man line, the developers able to do in two simple commands, deploy an app, uh, defining compose from the desktop to Azure and there's a whole slew of automation and pre-configured smart defaults or sane defaults that have gone on behind the scenes and that took a lot of hardcore engineering work on part of Docker and Microsoft together to simplify that and make that easy and that, that goes exactly to your point. We just like the simpler you can make it more, you can abstract a way to kind of underlying plumbing and infrastructure. The faster devs can get there. Their application from code to cloud. >>Scott, you've been a product CEO, you've been a product person, a CEO, but you have a product background. You've been involved with the relationship with Microsoft for a long time. What's the state of the market right now? I mean, obviously Microsoft has evolved. Look at just the performance corporate performance. The shift to the cloud has been phenomenal. Now developers getting more empowered, there's more demand for the pressure to put on developers to do more and more, more creativity. So you've seen this evolve, this relationship, what does it mean? >>Yeah, it's honestly a wonderful question, John. And I want to thank Amanda and the entire Microsoft team for being long standing partners with us on this journey. So it's might not be known to everyone on today's, uh, day's event. But Microsoft came to the very first Docker con event, uh, way back in June, 2014 and I had the privilege of, of reading them and welcoming them and they're, they were full on ready to see what all the excitement about Docker was about and really embrace it. And you mentioned kind of openness and Microsoft's growth over that, uh, over time in that dimension. And we think kind of Docker together with Microsoft have really shown what an open developer community can do. And that started back in 2014 and then we embarked on an open source collaboration around the Docker command line of the Docker engine, bringing that Docker engine from Linux and now moving it to windows applications. And so all of a sudden the promise of right ones and use the same primitives, the same formats, the same fan lines, uh, as you can with Linux onto windows applications. We brought that promise to the market and it's been an ongoing journey together with Microsoft of open standards based, developer facing friendliness, ease of use, fast time to deploy. And this, this partnership that we announced yesterday and we highlighted at the keynote is just another example of that ongoing relationship laser like focused on developer productivity and helping teams build great apps. >>Why do you like Azure in the cloud for Docker? Can you share why? >>Well, it's as Amanda has been sharing, it's super focused on what are the needs of developers to help them continue to stay focused on their apps and not have their cognitive load burdened by other aspects of getting their apps to the cloud. And Azure, phenomenal job of simplifying and providing sane defaults out of the box. And as we've been talking about, it's also very open to partner like the one we've announced >>Yesterday and highlighted, you know, but >>Uh, make it just easy for development teams to choose their tools and build their apps and deploy them onto Azure. It's possible. So, uh, it's, it's a phenomenal plan, one for developers and we're very excited and proud of partner with Microsoft on it. >>Amanda, on your side, I see DACA has got millions of developers. You guys got millions of developers even more. How do you see the developers in Microsoft side engaging with Docker desktop and Docker hub? Where does it all fit? >>I think it's a great question. I mean, I mentioned earlier how the Docker context can help individuals and teams kind of work in their environments work. Let me try that over. I mentioned earlier how I, how I see Docker context really improving the way that individuals and teams work with their environments and making sure that they're consistent. But I think this really comes together as we work with Docker desktop and Docker hub. Uh, when developers sign into Docker hub from Docker desktop, everything kind of lights up. And so they can see all of the images in their repositories and they can also see the cloud environments they're running them in. And so, you know, once you sign into the hub, you can see all the contexts that map to the logical environments that they have access to like dev and QA and maybe staging. And another use case that's really important is that, you know, we can access the same integration environment. >>So, so I could have, you know, microservices that I've been working on, but I can also see microservices that my, my teammates and their logs, uh, from the services that they've been working on, which I think is really, really great and certainly helps with, with team productivity. The other thing too is that this also really helps with hybrid cloud deployments, right? Where, you know, you might have some on premises, uh, hosted containers and you might have some that's hosted in a public cloud. And so you can see all of those things, uh, through your Docker hub. >>Well, I got to say I love the code to cloud tagline. I think that's very relevant and, and catchy. Um, and I think, I guess to me what I'm seeing, and I'd love to get your thoughts, Amanda, on this, as you oversee a key part of Microsoft's business that's important for developers, just the vibe and people are amped up right now. I know people are tense and anxiety with the covert 19 crisis, but I think people are generally agreeing that this is going to be a massive inflection point for just more headroom needed for developers to accelerate their value on the front lines. What's your personal take on this and you've seen these ways before, but now in this time, what are you most excited about? What are you optimist about? What's your view on the opportunities? Can you share your thoughts? Because people are going to get back to work or they're working now remotely, but when we go back to hybrid world, they're going to be jamming on projects. >>Yeah, for sure. But I mean, people are jamming on projects right now. And I think that, you know, in a lot of ways, uh, developers are our first responders in, you know, in that they are, developers are always trying to support somebody else, right? We're trying to somebody else's workflow and you know, so we have examples of people who are, uh, creating new remote systems to be able to, uh, schedule meetings in hospitals or the doctors who are actually the first, first responders taking care of patients. But at the end of the day, it's the developer who's actually creating that solution, right? And so we're being called the duty right now. Um, and so we need to make sure that we're actually there to support the needs of our users and that we're, we're basically cranking on code as fast as we can. Uh, and to be able to do that, we have to make sure that every developer is empowered and they can move quickly, but also that they can collaborate freely. And so, uh, I think that, you know, Docker hub Docker kind of helps you ensure that you have that consistency, but you also have that connection to the infrastructure that's hosted by your, your organization. >>I think you nailed that amazing insight. And I think that's, you know, the current situation in the community matters because there's a lot of um, frontline work being done to your point. But then we've got to rebuild. The modernization is happening as well coming out of this. So there's going to be that and there's a lot of comradery going on and massive community involvement. I'm seeing more of, you know, the empathy, but also now there's going to be the building, the creation, the new creation. So Scott, this is going to call for more simplicity and to abstract away the complexities. This is the core issue. >>Well that's exactly right and it is time to build, right? Um, and we're going to build our way out of this. Um, and it is the community that's responding. And so in some sense, Microsoft and Docker are there to support that, that community energy and give them the tools to go. And identify and have an impact as quickly as possible. We have referenced in the keynote, um, completely bottoms up organic adoption of Docker desktop and Docker hub in racing to provide solutions against the COBIT 19 virus. Right? It's a, it's a war against this pandemic that is heavily dependent on applications and data and there's over 200 projects, community projects on Docker hub today where you've got uh, cools and containers and data analysis all in service to the photo at 19 battle that's being fought. And then as you said, John, as we, as we get through this, the other side, there's entire industries that are completely rethinking their approach that were largely offline before that. Now see the imperative and the importance of going online and that tectonic shift nearly overnight of offline to online behavior and commerce and social and go on down the list that requires new application development. And I'm very pleased about this partnership is that together we're giving developers the tools to really take advantage of that opportunity and go and build our way out of it. >>Well, Scott, congratulations on a great extended partnership with Microsoft and the Docker brand. You know, I'm a big fan of from day one. I know you guys have pivoted on a new trajectory which is very community oriented, very open source, very open. So congratulations on that Amanda. Thanks for spending the time to come on. I'll give you the final word. Take a minute to talk about what's new at Microsoft. For the folks that know Microsoft, know they have a developer mindset from day one cloud is exploding code to cloud. What's the update? What's the new narrative? What should people know about Microsoft with developer community? Can you share from some, some, some uh, data for the folks that aren't in the community or might want to join with folks in the community who want to get an update? >>Yeah, it's a, it's a great, great kind of question. I mean, you know, right now I think we are all really focused on making sure that we can empower developers throughout the world and that includes both those who are building solutions for their organizations today. But also I think we're going to end up with a ton of new developers over this next period who are really entering the workforce and uh, and learning to create, you know, digital solutions overall. There's a massive developer shortage across the world. Um, there's so much opportunity for developers to kind of, you know, address a lot of the needs that we're seeing out of organizations again across the world. Um, and so I think it's just a really exciting time to be a developer. Uh, and you know, my, my uh, my only hope is that basically we're, we're building tools that actually enable them to solve problems. >>Awesome insight and thank you so much for your time code to cloud developers are cranking away that the first responders are going to take care of business and then continue to build out the modern applications. And when you have a crisis like this, people cut right through the noise and get right to the tools that matter. So thanks for sharing the Microsoft Docker partnership and the things that you guys are working on together. Thanks for your time. Okay. This is the cubes coverage. We are Docker con 2020 digital is the cube virtual. I'm Sean for bringing all the action. More coverage. Stay with us for more Docker con virtual. After this short break.