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AWS

Monday, July 20, 2026 · 8 stories, curated & summarized — click any story for the source.

Airbus is concluding its migration away from AWS, a move that underscores the increasing importance of strategic decision-making in cloud architecture. The shift highlights broader industry trends toward diversifying cloud providers to mitigate vendor lock-in and optimize costs. This departure raises questions about the operational and architectural adjustments required to maintain performance and security standards across new platforms.

  • Airbus's departure from AWS confirms a growing trend of enterprises diversifying cloud providers.
  • Strategic planning is now critical to manage the complexity of multi-cloud environments effectively.
  • Organizations must prioritize vendor neutrality to reduce long-term risks and costs.
  • Operational readiness for platform migration is key to avoiding service disruption during transitions.
InfoQ generaldevops ↺ since 07-17

AI Agent Spend Outpaces Cloud Billing Guardrails

Recent incidents show AI agents executing financial damage at speeds that bypass traditional human-speed billing alerts. A three-person agency faced a $14,000 AWS bill after attackers leveraged static keys for Claude invocations, while another case saw an agent provision $6,531 of infrastructure in a single day. Practitioners warn that current cloud billing systems lag approximately one day behind these autonomous spending patterns.

  • Static access keys are insufficient for AI agents; implement short-lived, scoped credentials immediately.
  • Daily billing alerts are too slow for autonomous agents; move to real-time spend monitoring.
  • Apply strict service quotas and budget alerts at the API gateway level, not just the account level.
  • Treat AI agent identities as high-risk privileges requiring separate billing controls.
AWS What's New awsdatabase ↺ since 07-16

AWS expands R8gd and M8gd instances for RDS and Aurora across new regions

Amazon RDS and Aurora have extended support for R8gd and M8gd instance families to 12 and 6 additional regions respectively. These instances leverage Optimized Reads, which utilizes local NVMe SSDs for ephemeral data like temporary tables to reduce network I/O. This architecture delivers up to 165% higher throughput and 120% better price-performance compared to R6g instances for Aurora PostgreSQL.

  • R8gd and M8gd instances are now available in 12 and 6 new regions for PostgreSQL, MySQL, and MariaDB.
  • Optimized Reads uses local NVMe storage for temp tables, cutting network latency for complex queries.
  • Expect up to 165% throughput gains and 120% price-performance improvements over R6g instances.
  • Plan migrations to these new regions to leverage lower latency and higher throughput for workloads.

Fleet impact: For Aurora PostgreSQL and RDS for PostgreSQL/MySQL/MariaDB fleets, prioritize migrating high-throughput or complex query workloads to R8gd/M8gd in the newly supported regions to capitalize on the 165% throughput gain. Verify that your application handles the local NVMe ephemeral storage constraints for temp tables correctly during failovers or instance replacements.

BY THE NUMBERSUp to 165% Higher Throughput165%Higher throughput than R6gFor Aurora PostgreSQL with Optimized Reads
AWS What's New awsdatabase ↺ since 07-16

AWS RDS and Aurora expand Graviton4 R8g and M8g instance support to new regions

AWS has made Graviton4-based R8g instances generally available for Aurora and RDS across multiple new global regions, including parts of Asia, Europe, and GovCloud. Concurrently, M8g instances are now supported for standard RDS engines in additional regions such as Canada West, Africa, and South America. These updates extend the availability of next-generation ARM-based hardware designed for improved performance and cost efficiency.

  • R8g instances are now GA for Aurora and RDS in Hyderabad, Melbourne, Zurich, London, Paris, GovCloud, Sao Paulo, and Mexico Central.
  • M8g instances are supported for RDS in US West, Mumbai, Sydney, Seoul, Calgary, Milan, Cape Town, and others.
  • Graviton4 instances deliver up to 40% performance gains and 29% better price/performance over Graviton3 for on-demand workloads.
  • Engine support for R8g includes Aurora MySQL/PostgreSQL and RDS PostgreSQL, MySQL, and MariaDB.
BY THE NUMBERSGraviton4 Performance Gains40%Performance gains over Graviton3Better price/performance for on-demand workloads

AWS now offers a CloudFormation Express Mode that marks stack operations as complete immediately after resource configuration is applied, bypassing the traditional wait for full resource stabilization. This approach significantly reduces overall infrastructure deployment times by allowing subsequent steps to proceed without idle waiting periods. The feature targets users who need faster iteration cycles for their infrastructure-as-code workflows.

  • Deployments complete faster by not waiting for full resource stabilization
  • Stack operations are marked complete once configuration is applied
  • Reduces idle time in CI/CD pipelines using CloudFormation
  • Enables quicker iteration for infrastructure-as-code workflows
AWS What's New awsdatabase ↺ since 07-16

Amazon RDS lifts storage modification cap to four per 24 hours

Amazon RDS now permits up to four storage volume changes per instance within a rolling 24-hour window, eliminating the previous six-hour cool-off period. This update applies to supported engines including PostgreSQL, MariaDB, and others, allowing immediate follow-up adjustments once the prior optimization completes. The change enables faster scaling of capacity, type, or performance during sudden workload spikes without requiring downtime.

  • Remove the 6-hour wait between storage changes; start new mods immediately after completion.
  • Scale IOPS, throughput, or volume size up to four times daily for rapid response.
  • Applies to RDS PostgreSQL, MariaDB, and other supported engines automatically.
  • Maintains zero-downtime operations while adjusting storage performance parameters.
BY THE NUMBERSThe headline number24hoursAmazon RDS lifts storage modification cap to four per 24…
AWS What's New awsdatabase ↺ since 07-18

AWS Redshift launches rg.large and rg.12xlarge Graviton instances

Amazon Redshift has made two new Graviton-powered instance sizes, rg.large and rg.12xlarge, generally available. These nodes offer up to 2.4x faster query performance compared to previous-generation RA3 instances while costing 30% less per vCPU. This expansion provides greater flexibility for right-sizing provisioned clusters to match specific workload requirements.

  • New rg.large and rg.12xlarge sizes expand right-sizing options for provisioned Redshift clusters.
  • Graviton-based performance is up to 2.4x faster than RA3 at 30% lower price per vCPU.
  • Availability is restricted to the current P202 track; P201 users retain rg.xlarge/4xlarge.
  • Migration from existing RA3 clusters is supported via Snapshot/Restore, Elastic, or Classic Resize.
TRADE-OFFGraviton vs RA3New Graviton2.4x faster queries30% lower cost per vCPUOld RA3Baseline performanceHigher price per vCPUvs
The Register general ↺ since 07-18

AWS billing bug inflates cost estimates to billions, company urges calm

A software defect in Amazon Web Services' billing system has caused projected costs to spike to billion-dollar figures. Amazon is actively working to resolve the issue and has advised customers not to panic while the fix is deployed.

  • AWS billing bug causes inflated cost projections
  • Company asks users to remain calm during fix
  • No immediate charges or account actions required