// tag
#Operations
8 posts
EC2 capacity planning gets better when reservations become queryable
Amazon EC2 Capacity Manager data exports to S3 and Athena help teams analyze long-term capacity reservation usage across accounts and Regions.
Autonomous incident resolution needs boundaries before autonomy
AWS DevOps Agent with Datadog MCP Server points toward AI-assisted incident response, but production teams need permissions, approvals, rollback, and observability boundaries before autonomous fixes.
AI-driven migration orchestration is useful when it reduces handoff friction
AWS guidance on AI-driven large-scale server migration shows how Transform, Cloud Migration Factory, MGN, AgentCore, and Kiro can reduce coordination overhead across migration waves.
ACM ACME support turns certificate automation into a governance problem
AWS Certificate Manager now supports ACME for public certificates, giving teams a standard automation path while keeping domain control, audit, and policy centralized.
Replicating S3 bucket configuration needs workflow discipline
AWS shows how Step Functions can replicate S3 bucket configuration across Regions, but builders should decide where automation ends and infrastructure as code should remain the source of truth.
S3 Storage Lens groups make storage cost conversations less generic
Amazon S3 Storage Lens groups help teams inspect storage by workload-specific criteria, making cost, lifecycle, and data hygiene work more actionable.
EKS Auto Mode improvements show why managed Kubernetes is becoming operational engineering
Recent EKS Auto Mode runtime, compute, storage, and networking improvements reduce Kubernetes operational friction, but teams still need workload-level SLOs and migration discipline.
Lambda runtime upgrades need campaigns, not reminders
AWS Transform custom can help teams upgrade Lambda runtimes at scale, but the durable improvement is treating runtime changes as governed modernization campaigns.