Welcome to episode 275 of The Cloud Pod, where the forecast is always cloudy! Justin, Matthew and Ryan are awake and ready to bring you all the latest and greatest in cloud news, including SQream, a new partnership between OCI and AWS (yes, really) Azure Linux, and a lot of updates over at AWS. Get comfy and we’ll see you all in the cloud!

• I SQream, You SQream, The CloudPod SQreams for AI Ice Cream
• AWS East gets Stability, but only for AI.
• AWS has some Lofty Goals
• Claude Learns BigQuery
• Azure now Securely Checks the Prompts from the cloud pod
• Azure find out about Linux

00:28 Stability AI’s best image generating models now in Amazon Bedrock

• If you are like The CloudPod hosts, the part you care most about AI is the rapid ability to create graphics for any meme-worthy moment or funny pictures for that group chat.
• Luckily AWS has access to the latest image generation capability with 3 models from Stability AI.
  • Stable Image Ultra – Produces the highest quality, photorealistic outputs perfect for professional print media and large format applications. Stable image Ultra excels at rendering exceptional detail and realism.
  • Stable diffusion 3 large – strikes a balance between generation speed and output quality. Ideal for creating high-volume, high-quality digital assets for websites, newsletters and marketing materials.
  • Stable Image Core – Optimized for fast and affordable image generation, great for rapidly iterating on concepts during ideation.

• One of the key improvements of Stable Image Ultra and Stable Diffusion 3 large compared to Stable Diffusion XL (SDXL) is text quality in generated images, with fewer errors in spelling and typography thanks to innovation diffusion transformer architecture, which implements two separate sets of weights for image and text but enables information flow between the two modalities.

02:46 Justin – “I do notice more and more that, you get it, you get the typical product shot on Amazon, but then like they’ll insert the product into different backgrounds and scenes. Like, it’s a, it’s a lamp and all of a sudden it’s on a thing and they’re like, Hmm, that doesn’t look like a real photo though. It looks like AI. So you do notice it more and more.”

04:13 AWS Network Load Balancer now supports configurable TCP idle timeout AWS Gateway Load Balancer now supports configurable TCP idle timeout

• We see you Amazon – trying to get two press releases for basically the same thing, not today sir!
  • Both the AWS Network Load Balancer and Gateway Load Balancer have received a configurable TCP Idle timeout.
• AWS Network load balancer had a fixed value of 350 seconds, which could cause TCP handshake retries for long-lived traffic flows of some apps and add latency.
• Now you can configure it between 60 seconds and 6000 seconds, with the default remain...