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This is Fix This. A bi-weekly podcast of bites-sized stories from Amazon Web Services (AWS). We talk to leaders from around the globe about how they use technology to fix some of the world’s most pressing issues.
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Explore the latest in tech each week with host John Siwicki on the Stack Snacks podcast. This snack-sized audio experience makes cutting-edge AI, product design, and development digestible.Get a peek behind the curtain at innovators like OpenAI, AWS, Google, and more. Learn how emerging technologies like AI chatbots, generative diffusion models, and advanced neural networks are transforming industries.Whether you're a tech enthusiast, developer, designer, or entrepreneur, the Stack Snacks po ...
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Dawson's Darlings

Kim Moffat and Ashley Zazzarino

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When’s the last time you watched Dawson’s Creek? When’s the last time you watched it along with two grown women, who are obsessed with each other (in a healthy way!). Kim and Zazz are watching Dawson’s Creek from the very beginning, and we want you to join. For Kim, Dawson’s Creek was a formative part of her young teen years, and since then has watched it all the way through a couple of times before this. Meanwhile, Zazz missed it on the first run and is now watching it all for the first tim ...
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An overview of load balancers, explaining how they distribute traffic across multiple servers and provide high availability. We discuss layer 4 and layer 7 load balancers, detailing their pros and cons. We then focus on AWS load balancers, covering network load balancers and application load balancers in depth, including their features, use cases, …
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OfColor is a fintech dedicated to improving the financial well-being of workers of color. By building on Amazon Web Services (AWS), OfColor can offer end users financial coaching, literacy resources, and fintech tools tailored to the lived experiences of employees of color. OfColor continues to partner with Enterprises to bring these invaluable off…
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This episode discusses solutions for securely accessing private VPC resources for debugging and troubleshooting. We cover traditional approaches like bastion hosts and VPNs and newer solutions using containers and AWS services like Fargate, ECS, and SSM. We explain how to set up a Fargate task with a container image with the necessary tools, enable…
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In this episode of the Stack Snacks Podcast, host John Siwicki discusses the recent release of Claude 3.5 Sonnet by Anthropic. He describes it as a mid-tier model in the Claude family and shares his positive first impressions, particularly praising its coding capabilities and the 'Artifacts' feature. John encourages listeners to try out Claude 3.5 …
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As the volume and variety of Earth observation data continues to grow, there is a growing need to understand and make this information accessible to new users and applications. Descartes Labs, a cloud-based platform, is on a mission to help organizations across multiple sectors analyze satellite imagery, sensor data, and other geospatial informatio…
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In this episode, we discuss the newly announced CloudFront Hosting Toolkit from AWS. We provide an overview of the tool, which aims to simplify deploying modern front-end applications to AWS while retaining infrastructure control. We discuss the current capabilities and limitations and share our hands-on experiences trying out the tool. We also tal…
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Recap of Apple's Exciting WWDC Announcements In this episode of Stack Snacks, we dive into the latest Apple Intelligence announcements from their WWDC event. Highlights include new writing tools for Mail, Notes, and Pages, significant enhancements to Siri's natural language understanding and context awareness, as well as upcoming features like imag…
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On this episode of the Stack Snacks Podcast as he explores the latest AI features introduced by two popular apps—ClickUp and Coda. Discover how ClickUp's new tool, ClickUp Brain, enhances project management through AI-driven features like knowledge management, task automation, and an AI writer. Then, delve into Coda's innovative Coda Brain, which i…
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In this episode, we dive into VoiceNotes, an innovative tool that transcribes your voice recordings and offers a variety of useful features. From creating summaries and to-do lists to generating tweets, blog posts, and emails, VoiceNotes enhances productivity for busy individuals. We share our experiences using the tool, highlighting its convenienc…
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Welcome to another episode of Stack Snacks! In this episode, we dive into the exciting new release from Perplexity Search called Perplexity Pages. Episode Highlights: Introduction to Perplexity Search and its unique ability to summarize search results and cite sources. Overview of the new Perplexity Pages feature, which allows users to create mini …
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In this episode, we discuss some tips and tricks for optimizing performance when working with Amazon S3 at scale. We start by giving an overview of how S3 works, highlighting the distributed nature of the service and how data is stored redundantly across multiple availability zones for durability. We then dive into specific tips like using multipar…
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Poor air quality is a major global issue causing around 7 million premature deaths per year, disproportionately affecting low and middle income countries. OpenAQ is an organization dedicated to identifying solutions to this large issue. OpenAQ uses Amazon Web Services (AWS) to collect and harmonize open air quality data from government sources and …
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In this episode, we provide a comprehensive overview of DynamoDB, including how it compares to relational databases, when to use it, how to get started, writing and querying data, secondary indexes, and single table design. We share our experiences using DynamoDB and discuss the pros and cons compared to traditional SQL databases. 💰 SPONSORS 💰AWS B…
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Explore the latest updates and speculations surrounding OpenAI's ChatGPT and Google's Gemini ahead of major tech events. Dive into potential AI enhancements and what they could mean for everyday technology interactions. Discussion on the integration of AI with personal and work applications, and how this could revolutionize our digital experience. …
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In this episode, we provide an overview of Amazon Aurora, a relational database solution on AWS. We discuss its unique capabilities like distinct storage architecture for better performance and faster recovery. We cover concepts like Aurora clusters, reader and writer instances, endpoints, and global databases. We also compare the serverless versio…
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Welcome to another episode of Stack Snacks! In this episode, host John Siwicki explores Facebook Meta's launch of their Meta AI product. He discusses the recent release of Llama 3, an open-source model that rivals GPT-4 in benchmarks. John then dives into the more interesting aspect of the product launch, which is the integration of Meta AI into Wh…
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In this episode, we discuss 5 different ways to extend CloudFormation capabilities beyond what it natively supports. We started with a quick recap of what CloudFormation is and why we might need to extend it. We then covered using custom scripts and templating engines, which can be effective but require extra maintenance. We recommended relying ins…
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This episode dives into the latest advancements in the field of artificial intelligence, focusing on recent updates to two major language models: Google's Gemini 1.5 Pro and OpenAI's ChatGPT 4 Turbo. Gemini 1.5 Pro: Currently available for developers through Google's AI Studio (free) and Poe (subscription). Major updates include: Ability to upload …
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Somehow - through all the highs and lows; the Abbys, Eves, and Audreys; love triangles, fist fights, and boat crashes; film school and a Lennon-era; “it’s just lipstick,” friendchem, and chemchem - we have arrived here. The series finale of Dawson Screek. Season 6, Episode 24 - “Must Come to an End” From streaming: As the seriousness of Jen's condi…
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In this episode, we discuss best practices for working with AWS Lambda. We cover how Lambda functions work under the hood, including cold starts and warm starts. We then explore different invocation types - synchronous, asynchronous, and event-based. For each, we share tips on performance, cost optimization, and monitoring. Other topics include fun…
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In this episode, we provide commentary and analysis on the 2024 AWS Community Survey results. We go through the key findings for each area including infrastructure as code, CI/CD, serverless, containers, NoSQL databases, event services, and AI/ML. While recognizing potential biases, we aim to extract insights from the data and share our perspective…
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There’s so much to talk about here (the VoiceOver. The “Joey’s in Paris” hair. Dawson’s Maj-Mosh.), but we can’t not mention that this is Gina Fattore’s last episode. Season 6, Episode 22 - “Joey Potter and the Capeside Redemption” From streaming: With the future of his movie in doubt, Joey rallies their friends to help Dawson finally realize his d…
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In this episode, we provide an introductory overview of AWS's best practices for managing infrastructure using multiple accounts under an organization. We discuss the advantages of this approach and how to get started creating your own multi-account environment, or "landing zone". 💰 SPONSORS 💰AWS Bites is brought to you by fourTheorem, an AWS Partn…
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Out: D Town B Town. Worthington Original. The dorm. In: Jen’s mom. High tea at the Sugar Shack. The Dawson/Pacey/Joey triangle. Season 6, Episode 21 - “Goodbye Yellow Brick Road” From streaming: As Pacey struggles to tell Dawson about his costly investment debacle, Jen conspires to enlist her mom in helping Grams face her bout with cancer.…
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Growing urban populations and increasing traffic congestion pose significant challenges for transportation systems. Commuters face lengthy travel times, increased emissions, and reduced productivity. Traditional ground transportation solutions are often inadequate, leading to frustration and environmental concerns. Archer Aviation aims to address t…
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In this episode, we provide an overview of Amazon EBS, which stands for Elastic Block Storage. We explain what block storage is and how EBS provides highly available and high-performance storage volumes that can be attached to EC2 instances. We discuss the various EBS volume types, including GP3, GP2, provisioned IOPS, and HDD volumes, and explain …
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In this episode, we discuss AWS Resource Access Manager (RAM) and how it can be used to securely share AWS resources like VPC subnets, databases, and SSM parameters across accounts. We explain the benefits of using RAM over other options like resource policies and assumed roles. Some key topics covered include how to get started with RAM, how it wo…
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Life is full of ups and downs, while this episode is just full of downs. Do we love Jen getting screen time? Of course! Do we hate that it’s in this episode? Of course! Season 6, Episode 19 - “Lovelines” From streaming: A benefit session of Lovelines exposes the problems brewing between Joey and Eddie, Jen and C.J., and Jack and David.…
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In this episode, we discuss Permission Boundary policies in AWS IAM. A permissions boundary is an advanced feature in which you set the maximum permissions that an identity-based policy can grant to an IAM entity. When you set a permissions boundary for an entity, the entity can perform only the actions allowed by its identity-based policies and it…
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In this episode, we discuss the new experimental AWS Lambda LLRT Low Latency runtime for JavaScript. We provide an overview of what a Lambda runtime is and how LLRT aims to optimize cold starts and performance compared to existing runtimes like Node.js. We outline the benefits of LLRT but also highlight concerns around its experimental status, lack…
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In this episode, we're diving into the recent launch of Google's Gemini Advanced model. Join us as we explore whether it's worth your time and investment. Here's what we've got on the menu: * Introduction to Gemini Advanced: A week after its launch, we take a closer look at Google's new AI offering. Is it the chatbot competitor we've been waiting f…
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Just like a seal, this episode is full of pure sexiness. Plus, in this episode of a podcast about the show Dawson’s Creek, let’s talk about West Wing and ER! Season 6, Episode 17 - “Sex and Violence” From Hulu: As Joey is drafted to fill in as Pacey's assistant, Dawson is tempted with an offer to make a film that he doesn't really believe in.…
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In this episode, we discuss what to do if you accidentally leak your AWS credentials during a live stream. We explain the difference between temporary credentials and long-lived credentials, and how to revoke each type. For temporary credentials, we recommend using the AWS console to revoke sessions or creating an IAM policy to deny access. For lon…
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In this episode, we provide a friendly introduction to Service Control Policies (SCPs) in AWS Organizations. We explain what SCPs are, how they work, common use cases, and tips for troubleshooting access-denied errors related to SCPs. We cover how SCPs differ from identity-based and resource-based policies, and how SCPs can be used to set boundarie…
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In this episode, we discuss how we work as a cloud consulting company, including our principles, engagement process, sprint methodology, and focus on agile development to deliver successful projects. We aim to be trusted partners, not just vendors, and enable our customers' business goals.By the end of this episode, you will know what working with …
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Jack and Pacey have a new TV, so naturally… it’s time to throw a rager. Drunk Joey, rich Pacey, and a detailed lesson on IP library rights and why you should buy the media you love. Season 6, Episode 14 - “Clean and Sober” From Max: Pacey and Jack throw a party that is replete with surprises. A visit to see Audrey in rehab brings Dawson face to fac…
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In this episode, we discuss using AWS Lambda for machine learning inference. We cover the tradeoffs between GPUs and CPUs for ML, tools like ggml and llama.cpp for running models on CPUs, and share examples where we've experimented with Lambda for ML like podcast transcription, medical imaging, and natural language processing. While Lambda ML is st…
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This episode of the AWS Bites Podcast provides an overview of the AWS Project Development Kit (PDK), an open-source tool to help bootstrap and maintain cloud projects. We discuss what PDK is, how it can help generate boilerplate code and infrastructure, keep configuration consistent across projects, and some pros and cons of using a tool like this …
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This episode was recorded months ago, so listen in as Kim talks about learning about Travis Kelce and Fridays. Plus: Zazz’s prom dream, Dawson’s dreams come true on accident, Joey books a babysitting gig, Jen’s got a little bit of a storyline, and Pacey’s about to be very disappointed at the aquarium. Season 6, Episode 11 - “Day Out of Days” From t…
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Enjoy a little post-Christmas mayhem as we discuss The Bear, the cat playing in a bag, Zazz’s fervent reading, and, when we have time, the Christmas episode of Dawson’s Creek. (Also some very outdated celeb news) Season 6, Episode 10 - “Merry Mayhem” From Max: An out-of-control Audrey brings Christmas dinner at the Leery’s literally crashing down.…
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In this episode, we discuss how you can use Python for data science workloads on AWS Lambda. We cover the pros and cons of using Lambda for these workloads compared to other AWS services. We benchmark cold start times and performance for different Lambda deployment options like zip packages, layers, and container images. The results show container …
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