Season 5 Episode 11: Astro Datacenters, AMI Lineage, and AI Coding Concerns
16 March 2026

Season 5 Episode 11: Astro Datacenters, AMI Lineage, and AI Coding Concerns

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In Season 5, Episode 11, Karl and Jon are joined by Dmytro Sirant, AWS Community Builder and User Group Leader from Australia, to discuss the expansion of AWS Database Savings Plans, AWS European Sovereign Cloud compliance milestones, managing Amazon Machine Image lifecycles with AMI lineage, SpaceX’s plan for a million-satellite data center and Amazon’s opposition, and AI coding assistants and their potential impact on Amazon outages, with a few unexpected tangents along the way, including turtles and frozen corpses.


 


09:31 - AWS Database Savings Plans expansion


AWS has added Amazon OpenSearch Service and Amazon Neptune Analytics to the Database Savings Plans. This expansion provides more flexibility for clients who haven't decided which database best fits their requirements. The plans currently offer only one-year, no-upfront options, which is more limited compared to Reserved Instances.


 


16:48 - AWS European Sovereign Cloud compliance milestones


The European Sovereign Cloud has achieved its first compliance milestones, including SOC 2 and C5 reports, plus seven ISO certifications. These certifications are crucial for organizations requiring compliance and demonstrate that the European Sovereign Cloud is operating independently from AWS proper.


 


27:50 - Managing AMI lifecycles using AMI lineage


AWS introduced AMI lineage, a tool for managing the lifecycle of Amazon Machine Images. This solution helps track the chain of custody for AMIs, which is particularly useful in large enterprises with multiple teams working on image creation. However, it requires manual deployment and may be unnecessarily complex for many users.


 


32:35 - SpaceX's million-satellite data center plan and Amazon's opposition


SpaceX has filed plans with the FCC for a million-satellite data center in low Earth orbit. Amazon has objected to this plan, claiming it lacks substance and is purely aspirational. The discussion touched on potential issues such as cooling systems for satellites and the impact on astronomy.


 


40:08 - AI coding assistants and Amazon's outages


Recent outages on Amazon.com have led to speculation about the rapid adoption of AI coding assistants potentially causing issues. The discussion focused on the challenges of integrating AI-generated code into existing development processes and the need for improved review mechanisms to handle the increased output from AI assistants.