A RedMonk Conversation: Generative AI is Changing How Developers Work (with Adam Seligman)

A RedMonk Conversation: Generative AI is Changing How Developers Work (with Adam Seligman)

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In this RedMonk Conversation Adam Seligman, VP of developer experience at AWS, chats with Kate Holterhoff, senior analyst at RedMonk, about the continuing importance of developer relations, the impact of developer certification programs, and the changing landscape of software engineering with the advent of generative AI. Adam shares AWS’s strategy around AI and highlights the importance of community engagement and education to this new era.

Disclaimer: AWS is a RedMonk client, but this is an independent and unsponsored conversation.

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Transcript

Kate
Hello and welcome to this Redmonk conversation. My name is Kate Holterhoff, Senior Analyst at Redmonk. With me today, I am joined by Adam Seligman, VP of Developer Experience at AWS, and I would say a legend in the cloud space. He’s got a history at Microsoft, Google, Heroku, and Salesforce, among other giants. And so Adam, know, wanna thank you for coming on the Monkcast.

Adam Seligman
Hey Kate, so great to be here. Thank you

Kate
All right, let’s kick off with some background. Can you tell us about how you ended up doing developer relations at so many heavy hitters in the cloud space and what ultimately led you to Amazon?

Adam Seligman
I kind of fell into it. I was in San Francisco in the early 2000s and I took a job with Microsoft. And I was like, this would be a good way to like get into the Bay Area tech scene. And I took a role in developer relations and kind of fell in love with the domain. And I found it fascinating the intersections between like developer tools and what their management wants out of them and what customers want out of the products that they build, the services they build, like how all that comes together. I just found super fascinating. And I love it’s like I really like techie stuff, but also it has to be like understandable and approachable and how that comes together. And I just kind of fell into it and I’m still learning. I don’t think I’m great at it, but I haven’t stopped learning, that’s for sure. And it’s been a fun adventure.

Kate
I would say that “Fun Adventure” is kind of an understatement here. I mean, you’ve been working at a lot of, like, I would say some of the foundational DevRel companies. So how big were some of the teams as you were working on them?

Adam Seligman
you know, Microsoft had a really large dev rel team when I was there. So more than a thousand that I got to work as part of, Salesforce had a couple hundred people in dev rel Google was just hundreds, closer a thousand and, and Amazon is in the hundreds. Everybody looks at and counts dev rel a little differently. And, some companies, you know, like working with dev rel is just like working with developers, just like part of their core. I think AWS is like that all these great peer companies you mentioned have that to different extents. AWS is certainly like a developer centric company overall for sure.

Kate
The builder framing, I think, is… I like that. Builder obsessed. So what is it about working with developers that you like so much? I mean, you mentioned that you’re still learning. Is that part of the appeal?

Adam Seligman
Builder obsessed.

I love working with developers because developers love learning. That’s the thing that just comes out more than anything else that makes developers tick. And every study I’ve seen over the decades now I’ve been doing this is the thing that’s great about developers is they love just trying new things. They’re inspired by new ideas. They like solving the problems they have today. They like cranking on code and just getting things done and seeing their app or their solution get out to users and go into production at scale and everything.

They also just like love new ideas and solving problems in new ways. I think it’s one of the reasons like we see so many new technologies come in and why there’s so much innovation in space is because developers are willing to look at it. I don’t know how you run a candy factory, but I candy factories today kind of run like candy factories used to. Software development is like always changing. And that’s one the things I love about the audience and I love about the space.

Kate
I think that you’ve framed it in a way that makes a lot of sense to me in terms of the tinkering spirit that is motivating a lot of what makes developers such a learning -inspired community. Can you talk at all about how certifications have played into that historically? In the past, you and I have discussed your involvement with Salesforce’s Trailblazer in particular. I thought that that was a really fascinating part of your career. Why is it that certifications have been such an important part of the DevRel role, least in the past decade?

Adam Seligman
I actually think certifications have been a little controversial or maybe that’s not the right way to put it. I think there are very differing opinions on certifications. There’s one side that’s like a customer and a partner lens. It’s like we have to have a really awesome capacity to deliver results inside of our engineering organization. So we need certified people that can make sure we can make our own IT projects successful or make our clients successful like our consulting company.

And then if you’re a aspiring developer or IT pro or architect or something, a certification is like a great way to like ladder up your skills. The other side is certifications sometimes can be like a really high bar for people to meet. They’re like, that’s scary. I’m going to have to study for a year and learn all this stuff that I don’t know about, and, like what exactly is going to be in the test? And then the test costs money and it’s going to be proctored. And it’s kind of intimidating.

And then there’s some practitioners like I’m on the bleeding edge. There’s nothing in a book that could help me. Like if it’s not like live on GitHub a week ago or less, it’s not fresh enough for me to dive into. So like it’s OK. There’s room for all of that for a lot of the world and for a lot of developers building the foundational learning and then using certifications to show their progress is a really great career development thing and a really great way for leaders to be ensured their dev teams or their IT teams have the capabilities they need.

But it’s a big tent, and I think there’s room for all of those perspectives. One thing I’m really passionate about, Kate, is just making sure people learn in different ways. And not everybody has the same access to resources or credit cards or a giant screen to do practice or development on, or they may not be comfortable sharing their code on GitHub. That’s OK. There’s got to be room for everybody. And so providing a lot of different paths in and for the different ways people learn.

and make it fun and engaging and community oriented. We have to do those things too, in addition to those certification bars. AWS has something called Skill Builder. It’s totally in that vein, like most of it’s free, learning paths and badges. That approach has seen some more prevalence in the industry, but it’s all about helping catch those other different kinds of learners the way they learn and just catching them in and helping them grow their skills and maybe achieve certification or lots of certifications.

Kate
Right. And I think it’s interesting to have that idea of upskilling as part of a larger conversation around DevRel as well, because I know that, with DevRel, of course, one of the challenges is that it’s under this sort of marketing head, but then also it’s sales enablement. then, you know, the engineering teams, how are, you know, so all of these parts of the org have a hand in DevRel.

But the certifications have been important to teaching developers about the services that are available to them. And so when I’ve talked to the AWS heroes and some of the folks who actually have all of the certifications, they have spoken to me about how they’re learning about so many of these Amazon services using these certifications. And folks maybe succeed a little bit better with the certifications if they come in with some sort of baseline of knowledge too. Whether that’s from a boot camp that’s gonna level them up or a CS degree, something more traditional.

Adam Seligman
I was talking to some of our heroes. So AWS has a really robust community hero program. We have a couple hundred heroes from around the world. We had them all in Seattle in the middle of July. They get to spend time with 25 different of our service team leaders, our CEO, Matt Garman, spent time with them. They gave us a ton of great feedback and had really good peer interactions. And one of them pulled me aside and said, you know, in my region of the world, people don’t learn quote the American way or the Western way.

We really like structured book knowledge, more that certification prep material, where it’s a very specific guide of how to go through and learn. That’s how our educational system works. That’s how we like to learn. see a little bit of the like, I don’t know, I mean, I’ve been living in San Francisco, there’s a little bit of like, just go to some meetups and talk to people and try the newest thing on GitHub. So it’s a different way of learning.

There’s room for both of those things. AWS, like many of our peers, has a really big global footprint, a really big global community of developers and customers. So we got to make sure it’s a big tent for everybody.

Kate
Yeah, I would say you’re succeeding with that. I mean, anytime you go on Hacker News to look at conversations about the certifications, Amazon’s certification program comes up and it’s highly respected by the community, which is hard. It’s hard to impress developers, especially about certifications. So I think you’re doing well there.

Adam Seligman
I think it’s worth going into the other thing that you mentioned also, Kate, if I may, which is the re -skilling and up -skilling and growing as a developer. We’re in really exciting time right now because generative AI looks like it’s really going to change how developers work in the future doing the jobs they do today. It’s going to change the kinds of things that they build.

Software development is just changing in really interesting ways right now. The ways developers build is changing the way they do their jobs. The jobs they today are going to really change as generative AI tools help them do those jobs and tackle problems faster. They’re going to build new things they weren’t building before, different kinds of things. They’re building generative AI things. They’re using generative AI to help their customers solve problems and make their user experience different and all this cool stuff.

And then it’s even changing who can be a developer because like the approach angle to get into development with a general AI assistance with new tools, we’ve released like Q Apps and App Studio and Q Developer that are just changing even like what it means to enter and become a developer and skill up. So in this time of incredible change, our approach is to really be a trusted guide through that disruption, have great services, deliver the same reliability, performance, scalability and operational history that AWS has that

broad breadth of services and then with tools like Q Developer, make it all easier to use and engage and tackle new problems fearlessly. I think it’s the most exciting time I’ve seen in software development in at least a decade, maybe two decades. It’s a really exciting moment we’re in. It’s going to have this big human impact in how developers work and the things they build and even who can be a developer.

Kate
Yeah, I’m seeing the same thing. Although there is, an undercurrent of anxiety among the folks that I speak with as well. Of course, developers specifically are worried about losing their jobs. Folks that are coming out of the boot camp industry, junior developers, that are more at this entry level, they’re worried about what that’s going to look like. What do you tell folks who have that concern about whether or not the software industry is going to have a job for them in the future.

Adam Seligman
It’s funny that there’s a, if you look at almost like any big technological innovation, it’s like, will it take away jobs. Actually turns out to be the opposite. It like creates opportunity because people can do more. I have had junior engineers on my team. So I had L4 and L5 SDEs and interns on my team the last couple of years. And so we set them up with Q Dev and other generative AI tools. We’ve been an internal element playground that we use to get our hands dirty. It basically is a kind of equivalent to what you can use in Bedrock studio now for our customers.

And what I saw was that early career developers could tackle hard problems fearlessly. They could get help with their writing. They could get like automatic reviews of their design docs. They could look at past COEs or other like learnings of how we operate systems and things, and then extract those learnings and apply them to the project they’re working on, help them write tests.

So actually what we’ve seen in practice is junior engineers fearlessly tackling hard problems. So I’m an absolute optimist on this. I personally am inspired and I can fire up VS code and sit there in Q Dev and get help on things that I want to tackle. I didn’t really understand how React props work. I said Q Dev teach me React props and it started just like taking me through. I used Claude from Anthropic for some things, some other things that I wanted to learn. So it’s just a really cool moment that we’re in where someone early in their career can just tackle hard problems fearlessly and build real things that matter faster than ever.

Kate
All right, at this point, I gotta mention that in tech circles, Adam is well known for not only his kindness, but also his enthusiasm. And it seems to me that what’s been most exciting for you right now is AI, as you have articulated here. So I actually really enjoyed our exchange on Twitter or X recently where we were talking about where AI is going to sit in the software development lifecycle. And so at a high level, but sort of beyond the hype,

Why is it that AI is so exciting for you? I love this conversation about how it’s helping you to learn the syntax for some new technologies here. I mean, it seems like it goes beyond that just from following you on social media.

Adam Seligman
Yeah, generative AI feels like a thing to me that lifts you up in the places where you need support and want to get better and learn and grow. Everybody’s got their strengths and weaknesses and their areas of focus and stuff. So to have this general purpose tools, tools like Q Dev and Anthropic, Claude, all these other tools that are amazing tools that are out there, they can make you stronger in areas and tackle things you wouldn’t otherwise tackle. So I just find it immensely rewarding.

We used to say, like as an industry, feel like we projected on the community, you have to be this tall to ride the rides. You have to have this kind of expertise. You have to have done this before and don’t do this unless you know how to have this kind of operational excellence. And like now we’ve got these tools that can help you like Q Dev and others can like help you with all these different areas. So like now everybody can ride the rides. Everybody can participate in the cloud and mobile apps and all this like technological innovation. So I kind of find that inspiring. You know, I think

we’re opening software development, we’re opening like cloud and advanced technology to many more humans. And I feel like, you know, that does good in the world. That’s an incredible opportunity. So I just, it’s incredibly satisfying for me to watch these new builders come in and tackle hard problems and build new things, grow their careers. I’ve been doing this long enough. I’ve seen people start from interns and now are like VP level people at companies and just, just fascinating and satisfying and delightful.

Kate
I like that framing of it in this democratic sense that this sort of optimism comes from a leveling that we couldn’t access before, that it’s going to change things for the better because it’s allowing us to lay a longer table, right? That more people are going to be able to, I guess I’m interested in what the long -term, what consequences of this would be. Is it going to be that our standard of living is going to go up? Is it going to be that more folks are able engage online by building applications that they weren’t able to in the past? Is it going to be, yeah, guess maybe more in like the workforce or more like at home in the quality of life sense?

Adam Seligman
I just came out of a meeting. The main is the team that’s gonna run a program. We’ve done some pilot, it worked pretty well. These program managers are now gonna run a program. So they used to do like a lot of different things in a lot of different places and it wasn’t super tracked. An amazing job, but like it ended up on like, know, spreadsheets and Quip documents and stuff like that instead of like really structured. We call it mechanized. And so now they’re gonna mechanize it. We’re gonna do 50 of these a year and a hundred of these a year and one of these every week. And like it adds that we’re gonna track these thousands of data points.

And then they said, and I’m going to use AWS App Studio to do it. I’m like, okay, well, we have a lot of programmers here. Like somebody could build you an app to track this. No, no, no, no, App Studio with Gen AI and the team’s helping me a little bit and now I can build an app. So like I’m kind of flabbergasted. Like we released this new product in preview. I was really, I’m really proud to have worked on this. There are other similar technology in the industry. This product, AWS App Studio is giving a program manager who is not a technical, very technical person, but not a programmer.

to build a production grade AWS app with AI helping them and they won’t have to babysit the code because AWS App Studio managed it all for them and they can run their business. So like I’m seeing like a direct opportunity for the career growth of somebody on my team because we introduce this technology that makes building applications successful to many more humans. It’s just, I can’t tell you how happy I was to come out of that meeting and it’s inspiring for me.

Kate
There is something so liberating about being able to write your own code and create your own apps. And so allowing more folks to have that ability without, having to make time for an engineer to do it for you and the back and forth that that entails. When I was a practitioner, when I was on an interactive team, I remember the exchanges that we would have. And this was before COVID. So we were all in the same room and we would still have to wheel our chair over to the UX team and say, well, you know, explain to me this part of the wireframe, I’m not quite understanding this and then go over to the designers and say, is this button supposed to be a drop down? Like how does this actually work? And of course I’m thinking of my experience as a front end engineer, but I think this goes across the org where if you’re able to break down these silos and allow folks to create on their own, yeah, I mean there’s something so wonderful about that.

Adam Seligman
Kate, I’d push it a different direction. I love the story. I challenge you to it a different direction. I love those conversations. What I don’t like is in the hour where somebody goes off to turn the wireframe into a dropdown and decide it should be a button, a set of buttons or something or a pick list or something. What I would love is if the computer could do all that hard work and the two humans, their different expertise could debate, well, what’s going to be the most efficient and drive the best user interaction and look at the options right then and let agentic systems go off and do

You go implement three of these different options. Like I want to just say, like the features here, it’s not evenly distributed, but I want to go, I’ll give you an example. We’re not the only tool, but go into Q Dev and say slash dev, and you tell the feature it wants, implement this as a dropdown. And then go in another branch, say Q Dev, implement this as a pick list. And it goes off and you could instantly, in a minute or two, look at both. And then the two humans could talk and make a decision. So I think there’s a way where we use this, like things like agentic development to take some of that legwork out of the way.

and let the human spark of genius and collaboration actually come more to the front. And so you’re still pushing your chair around, but you push your chair around to have great decisions, not pushing the chair around, which is effectively pushing bits around.

Kate
I love the vision. It’s hard for me to imagine in practice, but I wanna get there too.

Adam Seligman
But Kate, it’s here now. And I feel like our jobs as leaders and you as a leader in the industry is help us figure out what is going to change and when, which parts will change when and how that joy, that collaborative joy, that creative joy we can bring to the front faster. And yeah.

our slash dev agent feature doesn’t do everything perfectly yet. Like we’re in SWE- bench, we’re do really well in the leaderboard, but everybody is at like 20%, not at 95%. So there’s more work to go, but it’s getting better every week, right? Agentic development with Q Dev and other tools is getting better every week. So it’s coming really fast, Kate. And so there’s just an incredible opportunity for all of us as leaders to like listen and learn and think through how the art and the craft of software development is going to change for these teams and for these humans.

Kate
All right, I look forward to seeing this future that you’ve mapped out here. And I think we’re returning to the software development lifecycle conversation that we had online. it’s your vision of the future that we are going to be using AI at every level of that lifecycle.

And so we’re talking about it in terms of the wireframe level. So right from the beginning. Right from the conversation that you have with the client of what it is that that app should look like to the QA step at the end, right before you pass off. So explain to me how you envision that and then maybe how AWS is going to enable that to happen.

Adam Seligman
Yeah. There’s a lot of data that says developers spend maybe 20 % of their time actually writing code. And they spend other time like debugging things and writing and reading docs and in meetings and collaborating and lots of other things, deploying and operating lots of other things that aren’t actually just writing the core application business logic. So our approach at AWS is look at that whole life cycle of app from

design from specifications to even business requirements, architectural approach, what is the service configuration I see you’ll need to recognize that architectural approach, pipeline automation, writing tests, writing code, debugging things, debugging tests, debugging operational problems, going through operational logs, providing a really great facility to ask questions of your operating infrastructure to better understand.

Understand existing code that you inherit from someone else. Explain this code to me is one of our most popular features in QDev. In VS Code, you just right -click. A little context for you because I would say, explain this to me. It’s one of the most popular features. It’s kind of funny. It’s not writing code, just explaining code. It’s like a killer feature. So our vision is that this transformation of software development won’t just happen on the coding part. We’ve seen great take -up of inline coding. We weren’t versed with that. We’ve got a great product now. But actually, our vision is the whole life cycle is going to change.

Parts that we don’t do at AWS like UX design and stuff, we don’t do right now, but there’s some great tools out there that are innovating in that space. So I think we’re gonna see a lot of innovation across the industry, but our mental model for sure is be that expert to help you with the entire, our customers and help developers with that entire software development lifecycle.

Kate
And can we tie this back to our conversation about DevRel Are you seeing AI changing how DevRel is going to, continue as a domain? I mean, I’m thinking through some of the troubles that the DevRel, label has had lately. So the most recent thing I read on this was Shawn Wang‘s (@swyx) “DevRel’s Death as a Zero Interest Rate Phenomena.” So the role of developer experience under siege right now. I don’t know if I would say that it’s dead, but I think it’s going through an existential crisis with a lot of teams losing the staff that they’ve had in the past. Is AI at all to blame in this? Or how is AI maybe supporting DevRel? And what does the future hold for these two possibly warring ideas?

Adam Seligman
The state of the DevRel Union is strong. There are stalwarts that carry along and engage their thriving, healthy, growing developer communities. There are emerging companies and trends and dislocations and disruptions. It was really awesome to have Sean do a UX AI event, generative AI UX event in our AWS startup loft in San Francisco, I don’t know, a month ago.

The startup loft has seen ups and downs as the cycle changed. So the state of our DevRel union is strong. And I definitely think every DevRel team has to find its way and the context it’s in of its product and its audience and its customers and everything. We take the long view at AWS, we’re willing to be misunderstood. And we just really firmly believe that builders are at the center of the world of building and using

and innovating on AWS. And if we’re just relentless and obsessed over listening to them and taking their feedback and engaging with our community and supporting them with all the cool stuff they want to go build, that we’ll see our happy customers in a growing business and really great innovation. And we just see the AI as an accelerant. mean, it just keeps coming back to that. AI seems to be an accelerant for this. It’s welcoming more people in.

It’s letting our current users change the way they work and accelerate the way they work. It’s letting them tackle new things fearlessly. And it’s even opening the doors so we can get new builders in. I would just, again, I come back to the state that DevRel Union is strong.

Kate
So reports of DevRel’s death have been greatly exaggerated.

Adam Seligman
I find it a little funny people are like, well, let me give you the entire history of DevRel. We’re going to start four years ago back in time. I’m like, well, actually the beginning of time was like the big bang happened a little before three or four years ago. So maybe I’m just old and jaded. But I learned everything on the shoulders of giants and I’m inspired by the people and early career people I work with now. And it’s kind of never ending. the delight and joy and innovation and problem solving and fun that developer communities have just doesn’t go away.

In San Francisco, I’m based in San Francisco, we have this AWS Generative AI loft now. We had more than 500 people in last week at four events. mean, just like four nights of the week, there were events. We could have done more. I think everybody was tired or we could have done more. A Women in Tech event, an LLM event, a startup, Generative AI event, boom, boom, boom, boom, boom. So different communities doing cool things. It’s a little tiring, but it’s incredibly exciting.

Kate
All right, so you have mentioned a lot of the products that AWS can boast right now that relate to AI organically in this conversation. But I’m curious, can we talk about what is Amazon’s strategy around AI and maybe like a roadmap? Like what should we be looking for in the next what, year, five years?

Adam Seligman
Yeah. Yeah. Yeah. Yeah. We’re betting really big on generative AI. We look at it sort of having three layers to stack that foundational layer of silicon and compute and capacity for training and inference at scale. And we have a really large compute footprint. Customers use it all over the world. Silicon innovation like Tranium and … Inferentia really large amount of compute infrastructure partnership with companies like Nvidia.

So many of the top generative AI powerhouses of the world, I would say most, and most of the startups are doing all that core training and inference and building those models and innovating on our infrastructure at that first layer of the stack. The second layer of the stack is our AI services, generative AI services, and the Bedrock and the SageMaker family. So SageMaker is for experts to, well, anybody who wants to build and train and fine tune

they’re own models and Bedrock is our managed foundation models as a service. And then all the ancillary agents and guard rails and tooling around it. And it’s just really simple. Lots of companies are going to take their data and build custom models. And they probably want to start with an existing model and then tune it for their usage. We released Meta’s Lama 3, 4 .05, 70 and 17. Hopefully I got that right. Billion parameter models last week, I believe,

on SageMaker and Bedrock and you can fine tune it. So this is a frontier grade, four or five billion model that you can fine tune on your own data and build really innovative custom solutions. And then Bedrock will manage all this as a service. So fully manage the service, you can drop in, can build agents, you can connect to your enterprise data sources with Bedrock, basically a rag technique, guard rails for toxicity and bias, just away you go. And it’s securely connected to your AWS

So you’re not like going over the internet and pushing your data to API of some model provider that’s like as a service. I think a lot of people are uncomfortable with that, especially in a regulated industry. You don’t want to push your data off of your AWS estate. So Bedrock is just a really great option in that middle stack for foundation models of service. And then our top stack is at that application layer. And this is like an area with like a lot of innovation. We’re providing some more finished applications to provide value to different kinds of users. So we talked about Q Developer

for software developers is their expert software developer assistant through all parts of the life cycle. Other innovations are I mentioned AWS App Studio, which lets kind of any technical person like that program manager I mentioned to my team build data -driven internal business applications, serverless applications, work against your AWS data. We own all the, we take care of all the code. We operate the system for you, but they’re real high scale, you know, governed manage AWS serverless applications. And then all the way out to new app, new applications like Q

for business. So Q for business is like an expert for business users inside their company. So for example, our salespeople can ask questions about customer contacts and it will securely, with only the right contacts they’re supposed to have insight into, provide that detail just by asking questions. And it has a capability called Q Apps, which is really cool, where you can actually just build an application. you might be like, was talking to a sales rep the other day and they’re like,

OK, I want to understand for this customer what conversations we have with them, what projects they’re working on, are there any issues we need to be aware of, and then when are they next coming in? And now I want to write that up in a narrative form so I have a prep doc before we do an EBC with the customer. Well, Q Apps will say, I saw you do these four prompts, I think that’s an app. I’d like to make an app for you where it’s just these inputs and outputs, and you can share that app with your entire organization. So it’s this really exciting new space in this app layer with all this innovation.

Our strategy is offer those three layers, the foundational infrastructure and compute for training and inference, the managed models of service and model building tools with Bedrock and SageMaker, and then these new emerging applications for developers and business users and technical professionals. We’re seeing growth in all of those areas. It’s a super exciting time to be here. It’s really important as a user or customer, you kind of get the layer that matches your needs. You probably don’t want to get lost in Silicon land. If that’s

not for you, if you just want business applications. Similarly, we have customers that want access to the best infrastructure in the world, and they can get that with our AWS Silicon and infrastructure services. So super, super exciting space. And that’s our three layers of our generative AI approach.

Kate
We are about out of time, but before we go, how can folks hear more from you? What are your preferred social channels? Are you planning on speaking at all in 2024? Talk to me about how folks can follow you and our conversation.

Adam Seligman
I’m on LinkedIn and Twitter. I don’t love calling it X. I’m @adamse on Twitter. We try to have a really open and frank dialogue there. I’ll probably be hosting a leadership session at re:Invent for developers. Hopefully, everybody’s going to come to re:Invent. We’ve got a lot of big announcements coming. You think it’s been going fast, wait to see what we have coming at re:Invent. We’re building our first party community. We have repost and community .AWS, and we’re sourcing more and content from our community in those channels. Sometimes it ends up on Instagram and YouTube and stuff. again, we try to take a really community centric approach and I hope all of you that use AWS or interested in AWS will also come meet us in those communities.

Kate
I have really enjoyed this conversation, Adam. I am so grateful to you for coming on here. Again, my name is Kate Holterhoff, senior analyst at RedMonk. If you enjoyed this conversation, please like, subscribe, and review the MonkCast on your podcast platform of choice. If you are watching us on YouTube, please like, subscribe, and engage with us in the comments.

Adam Seligman
Don’t miss out, they’re the best.

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