362: Mechanical Turk: The Fall of the Ottoman API

Episode 362 July 17, 2026 00:56:37
362: Mechanical Turk: The Fall of the Ottoman API
The Cloud Pod | Weekly AI & Cloud News on AWS, Azure & GCP
362: Mechanical Turk: The Fall of the Ottoman API

Jul 17 2026 | 00:56:37

/

Hosted By

Jonathan Baker Justin Brodley Matthew Kohn Ryan Lucas

Show Notes

Welcome to episode 362 of The Cloud Pod, where the weather is always cloudy! Justin, Jonathan, and Matt are in the studio, and this week we’ve got slightly less AI, but much more data news – a trend Jonathan is sure will continue. Join us as we explore Kubernetes updates, the end of Amazon Mechanical Turk, and the last of the physical media for game consoles, plus more. There’s a lot to cover, so let’s get started! 

Titles we almost went with this week

A big thanks to this week’s sponsors:

We’re sponsorless! Want to get your brand, company, or service in front of a very enthusiastic group of cloud news seekers? You’ve come to the right place! Send us an email or hit us up on our Slack channel for more info.

Follow Up 

01:36 Amazon’s Mechanical Turk to stop accepting new customers – and not  Even AI can save it

02:14 Justin – “If you ever actually used the service, you’ll know that both the Turks interface that you actually did work, and the setting up the jobs was terrible anyway. It was always very difficult to use, and they never made it easier over the years. So I don’t know if they’ve ever really been investing in it heavily. But it’s definitely been around for a long time.”

AI Is Going Great – or How ML Makes Money 

04:11 New analytics and cost controls are available for Claude Enterprise

05:08 Justin – “You could put it in Datadog or in CloudZero or, you know, Cloudability, but you could also just have Claude write you a dashboard.”

06:50 Claude Cowork on web and mobile: hand off work anywhere 

07:15 How people are using Claude Cowork 

08:39 Jonathan – “I like the back and forth between mobile. I think one of my pain points has been starting on desktop, not necessarily with Cowork, just in general; it could be just a regular chat, as long as it’s got access to local tools. And then you sort of walk away from the computer, you go somewhere, and then it says, Hey, I finished this thing and you send it a new message, and all of a sudden it switches the tool context to the mobile device instead of the desktop, where it has access to all the files that it was working on. And so now you’re kind of in this weird limbo until you get back to your PC.”

AWS

11:08 Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks

14:45 Amazon CloudWatch pipelines now support processing and enriching OpenTelemetry metrics

15:22 Justin – “They could have just fixed the issue where you can’t add additional metadata to the tagging. That would have been a solution for this too. But okay, OTEL. Let’s do it that way.”

19:53 Amazon ECS now provides real-time deployment observability in the AWS Management Console

23:07 Enforce zero data retention on Amazon Bedrock with Bedrock Projects and service control policies

24:00 Jonathan – “I feel like the past couple of years have been AI stories just dominating; I think data stories are going to be dominating the next couple of years. It’s going to be about access to data, sharing data. That’s my prediction.” 

25:00 AWS Security Hub extends unified security management to Microsoft Azure

25:46 Justin – “Congrats, Amazon, for joining the rest of us.” 

GCP

26:45 Boost Performance and Lower Costs with AlloyDB AI Functions

29:15 Matthew – “I just don’t like the idea that my database is running AI queries for me.”

32:48 Scaling LLM Inference: Multi-Node KV Cache Offloading with GKE & Managed Lustre

Azure

33:57 Microsoft Frontier Company: AI engineering that amplifies and protects your intelligence

34:59 Jonathan – “The cynic in me thinks that they’re doing this as a separate company so that in eighteen months when AI can replace those forward-facing engineers, they can lay them all off without it damaging Microsoft’s own reputation as an employer. This has gotta be a this has gotta be a really short-term thing. This has gotta be information gathering.”

37:21 Proving application resilience on Azure with Chaos Studio 

39:09 Jonathan – “Microsoft is dead to me.” 

42:53 Microsoft Entra Backup and Recovery is now generally available

43:29 Jonathan – “How did they not have this before?” 

44:16 Microsoft’s new Azure Linux 4.0 is here, and it could replace Windows Server in the enterprise

44:54 Justin – “At the end of the day, is this thing gonna replace Windows Server? Probably not. ZDNet seems to think it will, but I don’t think so. And the only thing I’m gonna use this for is probably to go into my WLM on my Windows box when I rarely need Window an Ubuntu prompt on my Windows box.”

Emerging Clouds

48:19  Your site, your rules: new AI traffic options for all customers

48:48 Content Independence Day, one year on: building the business model for the agentic Internet

49:07 Making AI search smarter

49:25 Announcing the Monetization Gateway: charge for any resource behind Cloudflare via x402

After Show 

51:28 Sony announces end of PlayStation discs, parts of digital store in the sameday – Ars Technica

Closing

And that is the week in the cloud! Visit our website, the home of the Cloud Pod, where you can join our newsletter, Slack team, send feedback, or ask questions at theCloudPod.net or tweet at us with the hashtag #theCloudPod

Other Episodes

Episode 351

April 22, 2026 01:27:14
Episode Cover

351: IAM the One Spending All Your AI Money

Welcome to episode 351 of The Cloud Pod, where the weather is always cloudy! Justin, Matt, and Ryan are in the studio today and...

Listen

Episode 110

March 30, 2021 00:51:43
Episode Cover

110: They didn’t even call The Cloud Pod about the AWS CEO role

Disappointed not to see Amazon take the opportunity to increase its executive diversity with its new CEO.    A big thanks to this week’s sponsors:...

Listen

Episode 113

April 23, 2021 00:50:42
Episode Cover

113: The Cloud Pod goes mobile

On The Cloud Pod this week, Ryan has given all his money to the Amazon press team to write really confusing headlines just to...

Listen