#93: Building serverless AI apps with Sam Williams

Real World Serverless with theburningmonk

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محتوای ارائه شده توسط Yan Cui. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Yan Cui یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Our Skin: A Personal Discovery Podcast

1
You Are Your Longest Relationship: Artist DaQuane Cherry on Psoriasis, Art, and Self-Care 32:12

18 روز پیش32:12

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لیست ها

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دوست داشته شد

32:12

DaQuane Cherry was once the kid who wore a hoodie to hide skin flare-ups in school. Now he’s an artist and advocate helping others feel seen. He reflects on his psoriasis journey, the power of small joys, and why loving yourself first isn’t a cliché—it’s essential. Plus, a deep dive into the history of La Roche-Posay’s legendary spring. See omnystudio.com/listener for privacy information.…

۲ سال پیش 57:57

MP3•خانه قسمت

In this episode, I spoke with Sam Williams about his drive for work-life balance and discussed his experience of building AI-powered apps using serverless technologies.
Links from the episode:

Opening theme song:
Cheery Monday by Kevin MacLeod
Link: https://incompetech.filmmusic.io/song/3495-cheery-monday
License: http://creativecommons.org/licenses/by/4.0

115 قسمت

#Tech #Yan Cui

#93: Building serverless AI apps with Sam Williams

Real World Serverless with theburningmonk

29 subscribers

published ۲ سال پیش

اشتراک گذاری

MP3•خانه قسمت

In this episode, I spoke with Sam Williams about his drive for work-life balance and discussed his experience of building AI-powered apps using serverless technologies.
Links from the episode:

Opening theme song:
Cheery Monday by Kevin MacLeod
Link: https://incompetech.filmmusic.io/song/3495-cheery-monday
License: http://creativecommons.org/licenses/by/4.0

115 قسمت

#Tech #Yan Cui

همه قسمت ها

Real World Serverless with theburningmonk

1
#116: AI Agents, MCP and the problems with AI benchmarks | ft. Matt Carey 48:08

13 weeks پیش48:08

48:08

In this episode, I spoke with Matt Carey, founding AI engineer at StackOne, founder of AI Demo Days and member of the OpenUK AI Advisory Board. Everyone needs a friend who works in AI to help them filter the AI news and get the signals from the noise. Matt is that friend for me! We discussed AI agents, MCP, and the challenges of AI benchmarks, which help explain the disconnect between the benchmark results and the anecdotal experiences of AI users, such as myself. Links from the episode: Google's whitepaper on AI agents Anthropic Building Effective AI Agents Simon Willison on X Thorsten Ball's Joy & Curiosity newsletter AI Demo Days MCP has a prompt injection problem Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#115: Introducing LocalStack v4! 1:03:55

16 weeks پیش1:03:55

1:03:55

In this episode, I spoke with Waldemar Hummer, founder and CTO of LocalStack. We discussed what's new in the latest version of LocalStack and highlighted some of the most interesting additions. One particular highlight for me is the ability to visualise and troubleshoot event-driven architectures end-to-end and quickly identify problems such as missing IAM permission. Lots of exciting new features in LocalStack v4! This episode include a live demo of LocalStack v4. To get the most from the demo, please watch the episode on YouTube here . Links from the episode: My conversation with Waldemar after LocalStack v3 LocalStack v4 announcement My blog post on when to use Step Functions vs running everything in Lambda Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#114: Best practices for building a multi-tenant system with Khawaja Shams 48:24

19 weeks پیش48:24

48:24

In this episode, I spoke with Khawaja Shams, co-founder of Momento, about cell-based architectures and how it allows Momento to scale to millions of transactions per second (TPS) while maintaining a healthy blast radius within their multi-tenant system. Links from the episode: Momento Khawaja on X Khawaja on LinkedIn Believe In Serverless community Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

Real World Serverless with theburningmonk

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#113: Why you need Knowledge Graphs for your AI chatbot | ft. Aniket Mitra 45:13

24 weeks پیش45:13

45:13

In this episode, I spoke with Aniket Mitra, founder of CW, to learn more about knowledge graphs and how they are making a comeback in the era of AI and LLMs. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

Real World Serverless with theburningmonk

1
#112: Better Developer Experience for Event-Driven Architectures | ft. Alex Bouchard, co-founder of Hookdeck 59:18

25 weeks پیش59:18

59:18

In this episode, I spoke with Alex Bouchard, co-founder and CTO of Hookdeck, to learn more about Hookdeck and how it differs from Amazon EventBridge. This episode contains a live demo of Hookdeck, for the best viewing experience, please watch the recording on YouTube here . Alex gave me a demo of Hookdeck, which has some nice features for addressing common developer experience problems with EventBridge. For example: Deliver events to local targets Audit history of event deliveries Issues page of failed event deliveries Replay failed events Links from the episode: Check out Hookdeck Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

Real World Serverless with theburningmonk

1
#111 - EventCatalog Revolutionizes Governance in Event-Driven Architectures | ft. David Boyne 51:00

26 weeks پیش51:00

51:00

In this episode, I spoke with David Boyne, the creator of EventCatalog, to learn more about the most common challenges with Event-Driven Architectures and how EventCatalog can solve the governance problem - how events are versioned, schema'd, discovered and tested. This episode includes a short demo of EventCatalog, if you want to see the demo in action, then check out the video version on YouTube here . Links from the episode: EventCatalog Winglang Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

Real World Serverless with theburningmonk

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#109: Building serverless apps in PHP with Bref | ft Matthieu Napoli 55:56

38 weeks پیش55:56

55:56

Thank you to Momento for supporting this episode. Momento's real-time data platform empowers developers to build innovative products faster and more reliably than ever before. Visit gomomento.co/theburningmonk for more information. In this episode, I spoke with Matthieu Napoli about the Bref framework for developing serverless applications in PHP - how it works, why PHP and how it compares with Laravel Vapor. This episode includes a short demo of Bref, if you want to see the demo in action, then check out the video version on YouTube here . Links from the episode: Bref framework Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

Real World Serverless with theburningmonk

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#108: Lambda on Rust with James Eastham 1:02:02

43 weeks پیش1:02:02

1:02:02

Thank you to Hookdeck for sponsoring this episode. If you're looking to level-up your event-driven architecture, then check out their serverless event gateway at hookdeck.com/theburningmonk and help support this channel. James Eastham is a developer advocate at Datadog and co-author of "Crafting Lambda Functions in Rust". In this episode, we dive into writing Lambda functions in Rust and why you should invest in learning Rust. Links from the episode: NSA whitepaper on memory safety Julian Wood’s Lambda internals talk at re:Invent 2022 Jame's YouTube channel Crafting Lambda Functions in Rust Ep106 on middy with Luciano Mammino Ep97 on LLRT (the superfast JavaScript runtime for Lambda) Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

Real World Serverless with theburningmonk

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#107: How to Have a Successful Cloud Career in 2024 | ft. Andrew Brown 52:33

47 weeks پیش52:33

52:33

Thank you to Momento for supporting this episode. Momento's real-time data platform empowers developers to build innovative products faster and more reliably than ever before. Visit gomomento.co/theburningmonk for more information. I spoke with Andrew Brown, renowned educator in the cloud space, to get his take on how cloud learners can break into the cloud and forge a successful career. Links from the episode: Andrew's paid courses Andrew's free courses Andrew's AWS examples Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#106: Rust with Lambda, easy-mode Rust & future of Middy | ft. Luciano Mammino 45:51

49 weeks پیش45:51

45:51

Thank you to Hookdeck for sponsoring this episode. If you're looking to level-up your event-driven architecture, then check out their serverless event gateway at hookdeck.com/theburningmonk and help support this channel. AWS Serverless Hero Luciano Mammino shares the history of Middy, the popular middleware engine for AWS Lambda functions; why he's sold on writing Lambda functions in Rust and why you should too! Links from the episode: AWS Bites channel Middy How to sponsor Middy Crafting Lambda Functions in Rust Easy mode Rust Using Node.js ES modules and top-level await in AWS Lambda Using Middy with Typescript Ep97 on LLRT (the superfast JavaScript runtime for Lambda) Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#105: The inception story of Cognito & secret to succeeding at AWS | ft. David Behroozi 1:14:51

51 weeks پیش1:14:51

1:14:51

Thank you to Momento for supporting this episode. Momento's real-time data platform empowers developers to build innovative products faster and more reliably than ever before. Visit gomomento.co/theburningmonk for more information. David Behroozi, a 15-year Amazon veteran, tells us the inception story of Amazon Cognito and the cheat code for succeeding at AWS. He also gave us a demo of Speedrun, his latest project since leaving Amazon. It turns your GitHub markdown into executable blocks of code that remember your context (e.g. AWS account and region) so your runbook can be executed right from the markdown. I recommend watching the episode on YouTube so you can see the full demo: https://youtu.be/nhWYlzb8mSA Links from the episode: David's LinkedIn profile David's Twitter profile Learn more about Speedrun David's blog How to Securely let Frontend Apps to Directly Access AWS services Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#104: Baseline, is this new serverless development framework better than Amplify? 57:49

1 year پیش57:49

57:49

Thank you to Hookdeck for sponsoring this episode. If you're looking to level-up your event-driven architecture, then check out their serverless event gateway at hookdeck.com/theburningmonk and help support this podcast. Thomas Nixon, CTO of Baseline, shares stories from the trenches about the challenges of adopting serverless technologies. He gave us a demo of Baseline.js, a new serverless development framework that captures the many hard-learned lessons his team has made in the last six years. Think Amplify, but you own the source code and can easily customize things to suit your needs. I recommend watching the episode on YouTube so you can see the full demo: https://www.youtube.com/watch?v=a6r8M8E_5n4 Links from the episode: Getting started with Baseline.js Baseline's Github repo Thomas' LinkedIn profile Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#103 - Community building, being an enable, is serverless dead? ft. Allen Helton 1:00:27

1 year پیش1:00:27

1:00:27

Thank you to Hookdeck for sponsoring this episode. Please check them out and help support this podcast. Allen Helton on being an enabler, building communities, and is serverless dead? Links from the episode: Help Olivia's Fight Against Leukemia! Believe In Serverless community Ready, Set, Cloud! Momento, serverless cache Ep102: Peek behind the curtains of the AWS Heroes & Community Builders programmes, ft. Farrah Campbell Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#102: Building AWS communities with Farrah Campbell 44:05

1 year پیش44:05

44:05

Take a peek behind the AWS Heroes and Community Builders programmes with Farrah Campbell, who was a former AWS hero turned AWS employee. Nowadays, Farrah heads up both the AWS Heroes and Community Builders programmes. Links from the episode: How to become an AWS hero by Danielle Heberling S3 no longer charges for unauthorized requests AWS Heroes directory AWS Community Builders directory Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#101: Faster serverless APIs with Brian LeRoux 1:00:19

1 year پیش1:00:19

1:00:19

In this episode, I spoke with Brian LeRoux, co-founder of begin.com and creator of the Architect framework . Brian is also an AWS Serverless Hero and is currently working on enhance.dev , an HTML-first full-stack web framework. In a wide-ranging conversation, we discussed: the Architect framework Lambdalith vs. Single-purpose functions Building a faster AWS SDK (aws-lite) Web components Functionless WASM Infra from code frameworks such as Ampt Links from the episode: AWS Lite SDK Architect framework Begin Enhance framework The LocalStack episode The LLRT episode Ampt by Jeremy Daly My serverless testing course Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#85: CDK Dos and Don'ts with Matthew Bonig 1:11:11

۲ years پیش1:11:11

1:11:11

In this episode, I spoke with Matthew Bonig, who is an AWS DevTools Hero and co-author of The CDK Book. We talked about the Dos and Don'ts of CDK, and Matthew shared some tips on testing and how to organize your CDK project. Links from the episode: The CDK Book Advanced CDK Course Construct Hub CDK Patterns CDK Community Survey 2023 cdk.dev Wing Lang Ampt CDK Days track 1 CDK Days track 2 You can find Matthew on X as @mattbonig . ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#84: Deploying on Fridays with Charity Majors 51:23

۲ years پیش51:23

51:23

In this episode, I spoke with Charity Majors, who is the co-founder and CTO of Honeycomb, a popular observability platform. We had a wide-ranging conversation about Parse (and its acquisition by Facebook), observability, devops and why you should deploy on Fridays (but you still need to apply good engineering sense!). Links from the episode: Honeycomb Honeycomb blog Honeycomb's AI-powered query assistant OpenTelemetry You can find Charity on X as @mipsytipsy . ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#83: Unpacking Google's latest AI announcements with Gerard Sans 58:04

۲ years پیش58:04

58:04

In this episode, I spoke with Gerard Sans, who is a Google Developer Expert and my co-author for the AppSync Masterclass . We talked about Google's new AI platform, what it entails and how Google's AI offerings compare to OpenAI. For example, what can you do with Bard and Duet AI and why one might consider using them instead of ChatGPT or CoPilot. We discussed Midjourney vs. Stable Diffusion, and how platforms need to be more responsible with their AI offerings. And we also touched on the idea of AI agents and once again, LangChain was part of the conversation. You can also watch this episode on YouTube here and see Gerard's slides and demos. Links from the episode: Google's MakerSuite announcement AI for Google Workspace Stable Diffusion Stable Diffusion's new DreamBooth feature Adobe Firefly Midjourney Midjourney's new inpainting feature How ElevenLabs's voice cloning made me sound Scottish Google Bard Anthropic Claude 2 Ep81: AI development with LangChain with Matt Carey You can find Gerard on X as @gerardsans . ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#82: Big things are coming for Lambda Powertools with Heitor Lessa 1:00:00

۲ years پیش1:00:00

1:00:00

In this episode, I spoke with Heitor Lessa, who is a principal solution architect at AWS that specializes in serverless. He's also the man behind the popular AWS Lambda Powertools project which is available in a number of languages. We talked about the history of the Lambda Powertools project, and the challenges and learnings from building in public. And Heitor shared the public roadmap for the Lambda Powertools and announced some exciting features that are going to be available soon. Additionally, we also discussed the trade-offs of monolithic Lambda functions, aka "fat functions", and why Heitor prefers them nowadays. And we talked about Lambda Layers and when it's a good idea to use them. Hint : You shouldn't use Lambda Layers as a replacement for package managers such as NPM. You can also watch this episode on YouTube here , and see the code samples that Heitor shared during the episode. Links from the episode: Lambda Powertools Roadmap Lambda Powertools discord My post on when to use Lambda Layers You can find Heitor on X as @heitor_lessa and his LinkedIn profile here . For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#81: Overview of AI development with LangChain with Matt Carey 1:01:39

۲ years پیش1:01:39

1:01:39

In this episode, I spoke with Matt Carey, who's a senior engineer at Aleios, a premium AWS consultant that focuses on serverless technologies. The focus of our conversation was LangChain, Matt explained what it is and demoed some AI applications that he has developed with LangChain. Such as the popular Quivr app and Code Review GPT. If you want to see the demos in their full glory, then please go to YouTube and watch the episode here . We talked about some common challenges with AI development, such as testing, and how Matt and his team have developed a novel approach for dealing with the non-deterministic nature of these applications. Links from the episode: * Quivr * Code Review GPT * LangChain docs * PrivateGPT * Theodo's OrionTools * Blog on testing Gen AI applications * GenAI days events You can find Matt on X as @mattzcarey and his LinkedIn profile here . You can also learn more about Aleios and their work at https://www.aleios.com . For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#80: Is AWS Bedrock the OpenAI killer, with Randall Hunt 58:30

۲ years پیش58:30

58:30

In this episode, I spoke with Randall Hunt, who's the VP of Cloud Strategy and Innovation at Caylent and had previously worked at Vendia, Facebook AI, AWS and SpaceX. We talked about AWS Bedrock, what is it and how it works and saw a demo of a simple AI application built with Bedrock and LangChain. Randall explained the advantages of using Bedrock and why tales of AWS's supposedly weakness in AI are far-fetched. I had a lot of fun talking to Randall and learnt a lot from the conversation and I hope you will too. This episode includes some live demo, which is best enjoyed if you watch the episode on YouTube here . Links from the episode: The "Attention is all you need" whitepaper from 2017 OWASP top 10 for LLM applications Pinecone vector database for AI Momento announced its upcoming serverless vector database AWS re:Inforce 2023 talk on data security with Bedrock Caylent's career page For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk . And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#79: The meaninglessness of serverless with Ben Kehoe 58:16

۲ years پیش58:16

58:16

In this episode, I caught up with Ben Kehoe , who is an AWS Serverless Hero and one of the earliest adopters of serverless technologies. In a wide-ranging conversation, we discussed many topics around serverless and AI, including: The natural evolution of marketing terms and the need to focus on specific functional characteristics rather than defending the term. For example, including of arguing about what "serverless" means, we should instead talk about "pay-per-use". AWS should focus DX around the core service (e.g. CloudFormation) rather than trying to find client-side solutions by adding workarounds in SAM, CDK, etc. These client-side answers have a higher Total Cost of Ownership (TCO). Developers often don’t see the increased TCO they are taking on, but when things break, it’s a problem. Developers put too much emphasis on author time benefits and not enough on runtime and operational time costs. They should be more thoughtful about the operational time cost. The “infrastructure from code” movement is taking burdens off the developer but leaving them with the developer’s business, which is a bad thing. Developers often have a hard time separating delivering business value vs. coding. As an industry, a flawed narrative has emerged that developers are somehow special within an organisation and that it’s OK for them to ignore their responsibilities to security if there is friction in the process. Ai has the potential to impede human growth as the current AI systems are not designed to generate new ideas and challenge the status quo. “an AI generator that is trained on modernist art would never invent post-modernism”. Links from the episode: The meaning(lessness) of serverless Serverless is a state of mind The serverless spectrum Ep16 - Serverless at iRobot with Ben Kehoe For more stories about real-world use of serverless technologies, please follow me on Twitter as @theburningmonk and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#78: Out with legacy lock-in with Eduard Bargues 57:38

۲ years پیش57:38

57:38

In this episode, I spoke with Eduard Bargues , who is a Principal Engineer at Ohpen , a cloud-native open banking platform. We talked about Ohpen's migration from EC2 to a mix of Fargate and Lambda, and along the way, we touched on many topics: migration patterns the "serverless-first" mindset how to choose when to use Lambda vs Fargate why monolith functions are painful and should be avoided recommendations and pitfalls why you should build a DX team We also talked about how being cloud-agnostic makes you use the cloud in a way that is inefficient and creates many layers of unnecessary abstraction layers in your architecture, which Eduard calls "legacy lock-in"! We talked about their event-driven architecture and how they are using an in-house Event Broker to add FIFO support (which EventBridge doesn't support) for some subscribers. It's similar to what Luc van Donkersgoed talked about in episode 68 . We talked about their EventBridge topology and how they manage over 200 AWS accounts, and finally, what are the biggest shortcomings with EventBridge right now. Links from the episode: Job openings at Ohpen Episode 68 with PostNL Episode 73 with NN Luc van Donkersgoed's Twitter and LinkedIn The decoupled invocation pattern For more stories about real-world use of serverless technologies, please follow me on Twitter as @theburningmonk and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#77: Microfrontends with Luca Mezzalira 59:06

۲ years پیش59:06

59:06

In this episode, I spoke with Luca Mezzalira , who is the author of " Building Micro-Frontends " by O'Reilly, and a Principal Specialist Solutions Architect at AWS focusing on serverless. We talked about micro-frontends and dived deep into his experience with them at both DAZN and AWS. We got a high-level overview of micro-frontends: what it is, how they work, and who should adopt micro-frontends. And why it worked out so well at DAZN, which had the challenge of supporting more than a dozen of devices including set-top boxes with custom versions of HTML! We were also able to dive deep into some technical topics, such as how to manage the shared user state (e.g. credentials and session); how to build micro-frontends from a CI/CD pipeline POV; and how to maintain a consistent styling and layout across all your micro-frontend pages. Links from the episode: The frontend-discovery-service open-source project in AWS Labs Luca's Microfrontends book For more stories about real-world use of serverless technologies, please follow me on Twitter as @theburningmonk and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#76: Optimizing AWS cost with Erik Peterson 50:41

۲ years پیش50:41

50:41

In this episode, I spoke with Eric Peterson who is the founder and CTO of CloudZero , a leading vendor that helps AWS customers reign in their AWS spending by revealing hidden savings and preventing costly mistakes. We discussed a range of topics, including common mistakes AWS users make and how CloudZero once saved a customer potentially a million-dollar on CDN bills by alerting them of spending abnormalities early. We also talked about the trade-off between having cloud cost controls and the cost overhead they add. We talked about FinOps and how CloudZero can understand the unit cost of their own systems and how much each customer costs them because of the pay-per-use pricing model of serverless technologies. And we discussed the wider economic trends in 2023 and how that might impact companies going forward and how it might change their views on serverless and the cloud more broadly. Links from the episode: Erik's Twitter , Linkedin and personal blog Building a fully serverless insurance company with Joe Emison For more stories about real-world use of serverless technologies, please follow me on Twitter as @theburningmonk and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#75: Building open source community around SST with Dax Raad 47:23

۲ years پیش47:23

47:23

In this episode, I spoke with Dax Raad to talk about SST and the challenges of building an open-source community. Honestly, I think AWS can learn a thing or two from Dax's approach towards open-source, an approach that puts the needs of the customers first at the cost of the convenience of the maintainers. We talked about some shortcomings of CDK, the origin of SST and what problems it's supposed to solve; who are the intended users; and how SST differs from other simpler products on the market. We talked about Dax's journey into serverless, via Kubernetes. And the self-realization that deep down, behind all the arguments about "vendor lock-in", he was pushing back on serverless because he was trying to avoid learning another thing. And we reminisced about learning programming languages and our shared appreciation for Erlang and the actor model! Links from the episode: Check out SST here This episode is sponsored by Momento . Get all the benefits of database caching and none of the operational headache with Momento Serverless Cache. Start free at gomomento.co/realworld . For more stories about real-world use of serverless technologies, please follow me on Twitter as @theburningmonk and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#74: The Litmus test for serverless with Kirk Kirkconnell 32:30

۲ years پیش32:30

32:30

In this episode, I spoke with Kirk Kirkconnell to talk about his experience with database technologies and serverless. Kirk had been involved with databases his whole career, including recently with the DynamoDB and Momento teams. We talked about single table design with DynamoDB - when to use it and some common drawbacks to consider. We discussed the strength and weaknesses of DynamoDB DAX and when to use it vs a general-purpose caching solution like Momento. But the big discussion was about the rise of faux serverless services and the important, yet often underrated role of scale to zero. And why there needs to be a litmus test for serverless storage services so people have a better idea of what they're getting themselves into! Links from the episode: Litmus for serverless (blog post) Jobs at Momento Getting started with Momento This episode is sponsored by Momento . Get all the benefits of database caching and none of the operational headache with Momento Serverless Cache. Start free at gomomento.co/realworld . For more stories about real-world use of serverless technologies, please follow me on Twitter as @theburningmonk and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#73: Innovating a 175 years old company with serverless with Vijai Ramcharan 38:33

۲ years پیش38:33

38:33

In this episode, I spoke with Vijai Ramcharan to talk about his experience with introducing serverless at NN, a 175 years-old financial services company based in the Netherlands. We touched on many topics, from changing existing mindsets and training engineers about AWS and serverless, to vendor lock-in and challenges with adopting serverless at the enterprise scale. Links from the episode: Vacancies at NN Vijai's article on kickstarting serverless adoption at NN Werner Vogel's keynote at re:invent 2022 Gregor Hophe's talk on Modern cloud applications: Do they lock you in? This episode is sponsored by Momento . Get all the benefits of database caching and none of the operational headache with Momento Serverless Cache. Start free at gomomento.co/realworld . For more stories about real-world use of serverless technologies, please follow us on Twitter as @RealWorldSls and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#72: Master IAM with Rowan Udell 40:16

۲ years پیش40:16

40:16

In this episode, I caught up with Rowan Udell to talk about his book The Practical AWS IAM Guide and get his takes on IAM best practices. Links from the episode: AWS IAM Analyzer Cloudsplaining IAM live Permissions.Cloud TrackIAM AWS services that work with IAM This episode is sponsored by Momento . Get all the benefits of database caching and none of the operational headache with Momento Serverless Cache. Start free at gomomento.co/realworld . For more stories about real-world use of serverless technologies, please follow us on Twitter as @RealWorldSls and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#71: Avoiding common AWS mistakes with Ben Bridts 45:02

۳ years پیش45:02

45:02

In this episode, I caught up with Ben Bridts , who is an AWS Community Hero and consultant at Cloudar in Belgium. We talked about many topics, including common mistakes companies make in AWS; the problems with AWS Organizations; pitfalls with platform teams; and some success stories from his work as a consultant. Links from the episode: Alex DeBrie's post on GraphQL and Single-table design For more stories about real-world use of serverless technologies, please follow us on Twitter as @RealWorldSls and subscribe to this podcast. Want to step up your AWS game and learn how to build production-ready serverless applications? Check out my upcoming workshops and I will teach you everything I know. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#100: LocalStack v3 is here and it's kinda amazing! 1:10:00

1 year پیش1:10:00

1:10:00

In this episode, I spoke with Waldemar Hummer, founder and CTO of LocalStack. We discussed what's new in the latest version of LocalStack and highlighted some of the most interesting additions. One particular highlight for me is the ability to identify IAM permission errors between direct service integrations. For example, when an EventBridge pipe cannot deliver a message to a SQS target. And the ability to use test runs to generate the necessary IAM permissions so they can be added to your Lambda functions. LocalStack v3 also allows running chaos experiments locally by adding random latency spikes, making an entire AWS region unavailable, or simulating DynamoDB throughput-exceeded errors. Lots of exciting new features in LocalStack v3! Waldemar gave us a live demo of some of these features. You can watch the episode on YouTube and watch the demos here . Links from the episode: My webinar with Waldemar after LocalStack v2 LocalStack v3 announcement My blog post on when to use Step Functions vs running everything in Lambda LocalStack is hiring! Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#99: Azure Functions deep dive with Ian Griffiths 54:03

1 year پیش54:03

54:03

In this episode, I spoke with Ian Griffiths, a Technical Fellow at Endjin, a Microsoft MVP, and the author of O'Reilly's Programming C# 10.0. In this episode, we took a deep dive into Azure Functions, how it works and how it differs (significantly) from AWS Lambda. Links from the episode: Bye bye Azure Functions, hello Azure Container Apps WASI (WebAssembly system interface) Endjin Introductions to Reactive Extensions for .Net Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#98: How DAZN streams live sports to millions of concurrent viewers 53:06

1 year پیش53:06

53:06

In this episode, I spoke with Bob Hannent, the principal architect of DAZN's video playback and delivery system. This system is responsible for streaming live sporting events to millions of concurrent viewers. We discussed the many challenges that come with streaming live videos at scale. How to ensure uptime even when your CDN partners suffer an outage. And how best to ensure the best playback experience for your customers across dozens of different platforms. There's a lot to learn from this conversation. Honestly, I'm amazed by how much thought and engineering have gone into delivering those bytes from the stadiums to the customers. And when you can push both AWS and CDN providers to their limits, every engineering decision has to be thought through carefully. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#97: 10x Lambda cold start performance with LLRT 52:55

1 year پیش52:55

52:55

In this episode, I spoke with Richard Davison, the creator of the new LLRT (Low Latency Runtime) for Lambda. We talked about the motivation for a specialised JavaScript runtime for Lambda, how it achieves the insane cold start time and the trade-offs they had to make. Links from the episode: GitHub repo for LLRT API compatibility list QuickJs engine Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#96: How Fathom saved $100k/year in their AWS bill 59:33

1 year پیش59:33

59:33

In this episode, I spoke with Jack Ellis , who is a co-founder of Fathom . We into the cost optimizations that he used to save Fathom $100k/year on their AWS bill. Links from the episode: Fathom's technical blog Jack's personal page Jack's newsletter Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

1
#95: How Dunelm went from on-prem to serverless while going faster 57:14

1 year پیش57:14

57:14

In this episode, I spoke with Mark White, who is a principal engineer at Dunelm, a leading home furnishing retailer in the UK. We talked about Dunelm's journey from on-premise infrastructure to serverless and how they stayed agile while migrating their systems to this new paradigm safely. We discussed the challenges of shifting the engineering culture and habits to fit the constraints and opportunities that serverless technologies offer. And we recounted Dunelm's success and failure stories along the way. Links from the episode: Dunelm's Engineering blog Ep77 Microfrontends with Luca Mezzalira Unleashing The Power Of Frontend Distributed Systems With AWS Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#94: Serverless Framework v4 with Austen Collins 1:14:57

۲ years پیش1:14:57

1:14:57

In this episode, I spoke with Austen Collins, founder and CEO of Serverless Inc. about the upcoming release of Serverless Framework v4. We talked about the origin of the Serverless Framework and the challenges it faces. We discussed the rationale behind the upcoming changes in v4. Including the ability to easily switch between containers and Lambda functions as the deployment target, and the revenue share model for Extensions. Links from the episode: * Serverless v4 announcement post * HashiCorp's license change announcement * Ep87 with Anton Babenko on the Terraform pricing change * Ep88 with AJ Stuyvenberg on Lambda cold start mistakes * State of Serverless report 2023 Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#93: Building serverless AI apps with Sam Williams 57:57

۲ years پیش57:57

57:57

In this episode, I spoke with Sam Williams about his drive for work-life balance and discussed his experience of building AI-powered apps using serverless technologies. Links from the episode: Sam's YouTube channel OpenAI's Vision API smol-developer Episode 92 with Shawn Wang Production-Ready Serverless workshop Sam's course Luc van Donkersgoed's article on standing on the shoulder of giants Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#92 - Rise of the AI Engineer with Shawn Wang 52:37

۲ years پیش52:37

52:37

In this episode, I spoke with Shawn Wang, who coined the term "AI Engineer" as a new title for engineers who are building the chains and agents that powers AI applications. This is likely to be the highest-demand engineering job of the decade. We talked about the evolution of software development and how AI is changing everything. And why ambitious developers should attach themselves to AI and build thought leadership in this space. We also touched on topics such as AGI (artificial general intelligence), and talked about Shawn's "smol-developer" project, which lets you bootstrap entire projects using prompt engineering. If you want to see Shawn's short demo of smol-developer, then you can watch the episode on YouTube here . Links from the episode: Latent Space Rise of the AI engineer article OpenAI dev day keynote OpenAI's Vision API smol-developer AI Engineer summit day 1 AI Engineer summit day 2 My post on orchestration vs choreography Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#91: DevOps Reimagined with Patrick deBois on the Future of AI and DevOps 51:12

۲ years پیش51:12

51:12

In this episode, I spoke with Patrick deBois, who is known as the "father of DevOps" as he coined the term "DevOps" in 2009. In a wide-ranging conversation, we talked about the evolution of DevOps, what it means in 2023 and how it related to "Platform Engineering". We also talked about AI, how AI technologies are impacting software development, and what developers can do to prepare themselves for what is to come. Links from the episode: Patrick’s YouTube channel Patrick's Twitter profile Patrick's LinkedIn profile Ep81 with Matt Carey on LangChain and testing AI applications Blog post on testing GenAI applications Ep84 with Charity Majors on Observability, OTEL, and DevOps Patrick's course on learning LLM, from dev, sec and ops perspective Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#90: He built a hotel booking system that costs $0.82/month to run 48:35

۲ years پیش48:35

48:35

In this episode, I spoke with Hieu Do, who is a Solution Architect at FPT Software in Vietnam. As a side project, he built a hotel booking system for a friend using entirely serverless technologies. He shared his experience and learnings from building this system and how he was able to keep the cost down. After running the system for a year, the system only costs an average of $0.82 per month and serves over 3000 users per day. There are some useful tips that everyone can apply. Such as reducing the cost of API Gateway by cutting out the OPTION requests associated with CORS. Or looking out for CloudWatch costs when using 3rd party services that poll CloudWatch data, such as NewRelic. Links from the episode: Hieu's article on running a serverless hotel booking system for a year Puppeteer Chrome Lambda Layer Vendia serverless-express framework Hieu's Linkedin profile ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#89: Hashnode's serverless architecture with Sandro Volpicella 1:00:07

۲ years پیش1:00:07

1:00:07

In this episode, I spoke with Sandro Volpicella, who is a platform lead at Hashnode, a fully serverless blogging platform. He is also the co-author of AWS Fundamentals (https://awsfundamentals.com). We explored Hashnode's architecture and went deep into its caching strategy, which is a crucial ingredient of a scalable and performant blogging platform. Links from the episode: Hashnode's overall architecture AWS Fundamentals CloudWatch Book Stellate Upstash How Hashnode implements the user feed OctoLense ServerlessQ Choosing a database for serverless applications You can find Sandro on X as @sandro_vol ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#88: Optimizing Lambda cold starts with AJ Stuyvenberg 53:50

۲ years پیش53:50

53:50

In this episode, I spoke with AJ Stuyvenberg, who is an AWS Hero and staff engineer at Datadog. We discussed the findings from the latest state of serverless report and spoke about Lambda cold starts at length. AJ has done some incredible research into Lambda cold starts and shared the 4 biggest mistakes people make regarding Lambda cold starts. If you care about getting the best performance for your Lambda functions and minimizing cold starts, then this is the episode for you! Links from the episode: State of Serverless report Corey Quinn's 17 ways to run containers on AWS Corey Quinn's 17 more ways to run containers AJ’s Linkedin profile AJ's re:invent session (COM305) AJ's Twitch stream AJ's post on Lambda proactive initialisation Michael Hart’s post on Lambda using full CPU during init You can find AJ on X as @astuyve ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#87: Anton Babenko on Serverless.TF and the Terraform licensing fiasco 39:54

۲ years پیش39:54

39:54

In this episode, I spoke with Anton Babenko, who is an AWS Community Hero and creator of the Serverless.TF framework. We spoke at length about serverless development with Terraform and the problems that Serverless.TF aims to solve. We also discussed the recent seismic split in the Terraform community, with HashiCorp's license change and the initiation of the OpenTofu movement. Anton didn't hold back on his feelings about the oversized reaction to HashiCorp's announcement, and I agree with him! Links from the episode: * Serverless.TF framework * Serverless.TF example for Lambda * Anton's various other projects * Hire Anton for consulting engagements * HashiCorp's license change announcement * OpenTofu You can find Anton on X as @antonbabenko ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

Real World Serverless with theburningmonk

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#86: Enterprise CDK with Ran Isenberg 43:20

۲ years پیش43:20

43:20

In this episode, I spoke with Ran Isenberg, who is an AWS Serverless Hero and Principal Software Architect at CyberArk. Amongst other things, we talked about platform engineering at CyberArk, how they adopted CDK and how they approach testing and tenant isolations. Links from the episode: * Ran's blog * Open positions at CyberArk * cdk-nag * Ran's AWS Lambda cookbook * See Ran speak at re:Invent, session OPN305 * My approach towards serverless testing * My course on serverless testing * Episode 85 with Matt Bonig about CDK dos & don'ts You can find Ran on X as @IsenbergRan ----- For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk. And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#93: Building serverless AI apps with Sam Williams