aws 12
- the kubernetes api server is part of your network policy now
- incident response is becoming an agent review workflow
- kubernetes upgrades needed rollback more than another checklist
- frontier models are becoming cloud procurement
- web search for agents is an evidence boundary
- aws finops agent makes cloud cost a runtime problem
- hosted coding agents make observability a product feature
- codex on AWS makes agents a cloud workload
- kubernetes dra is making ai hardware an api contract
- cloud knowledge is becoming agent infrastructure
- AWS Copilot CLI Is a Reminder That Platform Abstractions Expire
- S3 as a Filesystem Is Convenient and Also a Trap