tag: Aws · 79 items
- Platform/SRE — Plan: New GA capability unifies monitoring of self-managed PostgreSQL on EC2 alongside RDS/Aurora in a single console; worth evaluating if you run mixed database fleets to consolidate your observability stack.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA AWS service adds cross-account agent catalog support via CloudFormation, Terraform, CDK, and AWS RAM — worth evaluating this quarter if your org is building shared AI agent infrastructure, as it may change how you architect agent discovery and access control across accounts.
- CI/CD — Skip
- Leader — Learn: AWS Agent Registry offers a governed, org-wide catalog for AI agents and tools with audit trails and cross-account sharing; worth tracking as a pattern for AI governance strategy, but no immediate decision or vendor-risk event is present.
- Signals: GA announcement
- Platform/SRE — Plan: If Redshift is in your stack and you have data residency or network-isolation requirements, this is worth adopting: SSO via IAM Identity Center with all auth traffic staying inside your VPC via PrivateLink. Evaluate enabling EVR and wiring up Identity Center for your provisioned clusters or serverless workgroups this quarter.
- CI/CD — Skip
- Leader — Learn: Redshift now supports SSO via IAM Identity Center with network traffic fully contained in your VPC — relevant context if your org has regulatory or data-residency mandates for analytics infrastructure, but no decision is forced by this launch.
- Platform/SRE — Plan: New GA Graviton5 memory-optimized instances offer up to 25% better compute and 30% faster database performance vs R8g; evaluate migrating memory-intensive workloads (Kubernetes nodes, caches, databases) this quarter to capture the price-performance gains.
- CI/CD — Skip
- Leader — Learn: Graviton5 R9g instances establish a new price-performance ceiling for memory-intensive workloads on AWS; useful context for future FinOps and instance-family standardization decisions but no forcing function today.
- Signals: GA announcement
- Platform/SRE — Learn: New higher-core-count bare-metal option for VMware-on-AWS workloads may inform future capacity planning if your org runs Amazon EVS, but no deadline or migration requirement exists.
- CI/CD — Skip
- Leader — Learn: Worth noting for orgs running VMware workloads on AWS via EVS — better price-performance on i7i over i4i could factor into cloud cost optimization conversations this planning cycle.
- Platform/SRE — Learn: New high-end GPU instance type now available in additional regions — relevant if your org runs large AI/ML training workloads on EC2, but no operational change required for existing infrastructure.
- CI/CD — Skip
- Leader — Learn: P6-B300 regional expansion is worth noting if your org runs large-scale model training; evaluate whether the new regions reduce latency or cost for AI workloads versus existing placements.
- Platform/SRE — Learn: X8i instances now available in two more EU regions is worth noting if you run SAP HANA or large in-memory databases there, but no existing workload is forced to change — evaluate for future capacity planning.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful Cognito admin capability if you enforce TOTP MFA — the new AdminDeleteSoftwareToken API simplifies locked-out user recovery without recreating accounts. No urgency or migration required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New instance generation available in an additional region — worth noting if you run workloads in Canada West, but no deadline or breaking change makes this actionable today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: If your platform integrates Cisco Security Cloud Control or Netskope, you can now remove any custom Lambda rotation logic and let Secrets Manager handle scheduled credential rotation natively; worth scheduling a migration this quarter for affected integrations.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: AWS’s new preview model lets platform teams validate Lambda workloads against upcoming runtimes before GA; pre-GA and explicitly unsupported for production, so evaluate only in non-critical environments.
- CI/CD — Learn: Notable design detail: preview runtimes use the same identifier as the eventual GA release, so Lambda functions automatically graduate with no pipeline or IaC changes required — worth factoring into future Lambda deployment workflows once GA.
- Leader — Skip
- Signals: pre-GA (alpha/beta/RC/preview) · breaking-change flagged
- Platform/SRE — Plan: A new GA ECS capability worth adopting this quarter: Fargate and Managed Instances now auto-drain and replace impaired instances, while EC2-based ECS surfaces the new AGENT_CONNECTIVITY health event that teams must wire into their own instance-replacement automation. No deadline, but teams running ECS on EC2 should build the event-driven replacement workflow to gain equivalent resilience.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful new GA observability capability for teams running Aurora DSQL — per-statement wait states and normalized SQL at no extra cost — but no migration or upgrade required; worth noting when evaluating DSQL observability strategy.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: For orgs running GenAI workloads on SageMaker, this Studio-based benchmarking experience could meaningfully reduce the time-to-production-config from weeks to hours — worth knowing as a capability when evaluating inference cost and performance strategy, though no decision is forced.
- Platform/SRE — Plan: If you use S3 MRAP with CloudFront, you can now drop the Lambda@Edge workaround for SigV4a signing and let CloudFront handle OAC natively — plan to migrate existing custom auth header functions to simplify the architecture.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New geographic option for low-latency or data-residency workloads in the Las Vegas metro; worth knowing if you have edge or latency-sensitive use cases there, but no change required to existing platform infrastructure.
- CI/CD — Skip
- Leader — Learn: Relevant if the org has Las Vegas-area latency, data-residency, or legacy-migration requirements; could inform a future edge or hybrid-cloud placement decision.
- Signals: GA announcement
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: New Blackwell Ultra GPU instance type expands high-memory AI training capacity to Seoul region; worth noting if the org runs large-scale model training on AWS and evaluates regional availability for latency or data-residency reasons.
- Platform/SRE — Plan: GA capability that simplifies multi-team DynamoDB Streams IAM policy management via tag-based conditions; worth adopting this quarter if you manage access across multiple environments or teams on DynamoDB Streams.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Relevant if your org runs SageMaker and Lake Formation with fine-grained data access; this GA feature removes the need for shared execution roles and adds per-user CloudTrail audit trails. No immediate action required unless you’re actively designing a multi-user analytics platform.
- CI/CD — Skip
- Leader — Learn: Per-user data boundaries enforced at the Lake Formation layer with automatic identity propagation reduces compliance friction for orgs with strict data governance requirements; worth noting when evaluating SageMaker Unified Studio for enterprise analytics use cases.
- Platform/SRE — Learn: If you run SAP HANA, Oracle, or large in-memory databases in eu-central-2 (Zurich), U7i-6TB is now an option offering up to 45% better price/performance versus U-1 instances. No deadline — evaluate as part of next instance-type review if you have Zurich-resident heavy-memory workloads.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: GA additions to CloudWatch pipelines reduce the need for custom log-transformation Lambda functions or external processors; evaluate replacing any bespoke RDS/XML parsing glue with these managed processors during the next observability stack review.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Plan: Teams using CloudWatch Centralization can now preserve cost, ownership, and compliance tags across accounts — worth enabling tag propagation on existing centralization rules to unlock IAM scoping and per-team cost attribution in Cost Explorer.
- CI/CD — Skip
- Leader — Learn: Tag propagation on centralized logs enables per-team observability cost attribution out of the box, which may inform how your org structures log ownership and FinOps reporting for multi-account environments.
- Platform/SRE — Plan: If you run Tape or Volume Gateway for regulated workloads, you can now route FIPS-compliant traffic privately via PrivateLink instead of over the public internet; plan to create a FIPS interface VPC endpoint and re-activate gateways on software version 3.2.7 or later.
- CI/CD — Skip
- Leader — Learn: For organizations with compliance mandates (FedRAMP, HIPAA) using Storage Gateway, this removes a previous architectural constraint — FIPS traffic can now stay private — which may simplify audit scope for regulated workloads.
- Platform/SRE — Learn: New AZ in eu-west-2d provides an additional fault isolation domain and AI/ML instance types; worth noting for teams running eu-west-2 workloads who may want to re-evaluate multi-AZ distribution, but no deadline or breaking change requires action now.
- CI/CD — Skip
- Leader — Learn: For orgs with UK data-residency requirements or growing AI/ML workloads in London, this expands architectural options and capacity; no strategic decision is forced, but worth factoring into infrastructure planning conversations.
- Platform/SRE — Plan: Platform engineers managing Terraform-deployed AWS infra can now generate least-privilege IAM policies directly from plan files rather than hand-crafting them; worth integrating into the IaC workflow this quarter to reduce wildcard usage and policy drift.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Useful GA capability for teams running large ephemeral fleets (ML training, event-driven); worth adopting in scale-down logic this quarter to reduce API call overhead and simplify fleet teardown scripts.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Rule hit counts are now enabled by default on AWS Network Firewall stateful rules, enabling detection of shadow, redundant, and unused rules — worth scheduling a policy audit this quarter to clean up firewall rule sets.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful capability expansion for teams running OpenSearch in VPC environments — semantic search now available without public exposure. No operational changes required; worth noting if search relevance is on the roadmap.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful capacity increase for complex multi-region or multi-account ECR setups; no migration required, but worth revisiting replication rule consolidation workarounds if your registry hit the old 10-rule ceiling.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful signal for teams running Spot workloads that span Local Zones — the expanded placement score can inform capacity planning decisions, but no migration or deadline is involved.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Role manager can simplify onboarding new AWS services by auto-generating least-privilege starter roles, but teams with strict IaC discipline should evaluate whether console-created roles conflict with Terraform/CDK-managed IAM. Schedule a review of how role manager interacts with existing role governance before enabling org-wide.
- CI/CD — Skip
- Leader — Learn: Role manager lowers the barrier to correct IAM role setup for console-driven workflows, which may reduce misconfiguration risk across teams; worth noting as a governance tool but no immediate strategic decision required.
- Signals: GA announcement
- Platform/SRE — Plan: R8a instances offer meaningful memory bandwidth and price-performance gains over R7a for memory-intensive workloads (databases, in-memory caches); worth evaluating for Canada Central production workloads during the next capacity planning cycle.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA feature replaces bespoke health-monitoring scripts for EC2 workloads and integrates with Auto Scaling recovery — worth evaluating this quarter to simplify the observability stack for any EC2-based services.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Relevant to any team using BYOIP prefixes on AWS: the new delegated RPKI automation eliminates manual ROA creation/renewal at the RIR, and the centralized dashboard surfaces hijacking risk via route overlap detection. Evaluate enabling this during the next IPAM configuration review cycle.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA simplification reduces friction for deploying resilient multi-Region identity access — if standing up a new IAM Identity Center organization instance, select the one-click multi-Region option rather than manually wiring KMS keys and Region replication. Existing instances are unaffected, so queue this for next new-instance or resilience-architecture work this quarter.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New memory-optimized instance family now available in eu-south-1; worth noting if you run memory-intensive workloads (PostgreSQL, SAP) in Milan, but no deadline or migration required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: AgentCore runtime instances GA lets you attach EC2 capacity (GPU, memory-optimized, etc.) to managed AI agent workloads without infrastructure ops; worth evaluating if your org is deploying long-running or hardware-intensive agents on AWS.
- CI/CD — Skip
- Leader — Learn: New GA managed compute tier for AI agents on AWS changes the build-vs-buy calculus for teams scaling agentic workloads; worth factoring into AI infrastructure strategy and EC2 cost modeling.
- Signals: GA announcement
- Platform/SRE — Learn: Useful GA capability for teams running large-scale cloud migrations via AWS Transform, automating per-server SSM post-launch steps at account scale. No urgency or deadline; worth evaluating if a migration project is planned.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New configuration option for net-new IAM Identity Center instances reduces the service-linked role footprint when only AWS application SSO is needed. Worth noting for future greenfield deployments; no action required on existing instances.
- CI/CD — Skip
- Leader — Learn: Reduces the access surface when standardizing on IAM Identity Center for application SSO without requiring full AWS account management delegation — useful context when evaluating identity architecture for new AWS org setups.
- Platform/SRE — Learn: New CloudWatch metrics for WorkSpaces Applications session health and resource utilization are useful if you manage a WorkSpaces fleet, but there’s no deadline or forced migration — worth noting for dashboard updates during next review cycle.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA ECS capability lets you right-size GPU containers (1/8, 1/4, or 1/2 of an L4 GPU) on G6f instances, with CloudWatch GPU metrics and automatic health monitoring included. Evaluate this quarter if you run ECS-based AI inference or rendering workloads where full-GPU allocation is wasteful.
- CI/CD — Skip
- Leader — Learn: Fractional GPU scheduling in ECS reduces the cost floor for small-model inference and GPU experimentation workloads; worth factoring into GPU cost optimization reviews if the org runs AI workloads on ECS.
- Platform/SRE — Learn: M8g Graviton4 instances are now available in two additional regions; worth noting for teams planning workloads in AP Taipei or Mexico Central, but no deadline or operational change required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: G7 (NVIDIA RTX PRO 4500 Blackwell) is now a viable option for EU-based GPU workloads requiring data residency in Spain; no change to existing infrastructure required, but worth noting for future capacity planning.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New GA controls for AI agent traffic (stateful authz and rate limiting) are worth evaluating if your platform exposes Bedrock-based agents, but there is no operational urgency or EOL signal.
- CI/CD — Skip
- Leader — Learn: Temporal policies and rate limiting in AgentCore address governance and fairness concerns for AI agent deployments — relevant context for teams standardizing on AWS AI infrastructure, but no strategic decision required now.
- Platform/SRE — Learn: Relevant only if you run I/O-intensive workloads in ap-southeast-7 or il-central-1; no deadline or forced migration, just a new regional option worth noting for future capacity planning.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Skip
- CI/CD — Learn: This GA tool auto-creates PRs/MRs with validated code fixes from technical debt analysis connected to GitHub, GitLab, and Bitbucket — worth evaluating if the team wants automated remediation integrated into their pipeline workflow, but no pipeline change is required today.
- Leader — Plan: Evaluate AWS Transform as a platform-level technical debt and modernization tool for standardizing debt management across teams; assess whether its agentic remediation and scheduling capabilities fit the org’s golden-path tooling this quarter.
- Signals: GA announcement
- Platform/SRE — Learn: Useful capability increase for teams packaging large artifacts (LLMs, genomics datasets) into container images, but no operational change required — existing workloads are unaffected and there is no migration deadline.
- CI/CD — Learn: Pipelines that previously split large layers or used external storage workarounds can now simplify, but this is an optional improvement with no deadline or deprecation pressure.
- Leader — Skip
- Platform/SRE — Plan: If you run EC2 Dedicated Hosts or Mac Instances for isolation rather than BYOL, you can now create Host Resource Groups without the AWS License Manager self-managed license prerequisite, simplifying the provisioning workflow. Review and update any Terraform/IaC automation that currently creates SMLs solely to satisfy the HRG requirement.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: If your org runs LLM inference on SageMaker in APAC or Europe, G7e availability in these regions may reduce latency and simplify architecture by eliminating multi-node setups for models up to 70B parameters — worth factoring into GPU capacity planning.
- Platform/SRE — Learn: Regional availability expansion for niche high-memory instances (16–24 TiB) is worth noting if you run SAP HANA or large in-memory databases in those regions, but no action required unless you’re actively planning such workloads there.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Relevant if the org runs VMware workloads and is evaluating cloud migration paths; this regional expansion improves latency and data-residency options for EVS customers but requires no operational change for existing users.
- CI/CD — Skip
- Leader — Learn: Useful context for leaders evaluating VMware-to-cloud migration strategy, particularly if data residency in APAC or Europe is a requirement; no immediate decision is forced by this regional expansion.
- Platform/SRE — Learn: M8id instances with Intel Xeon 6 and up to 22.8TB NVMe are now available in Ireland, relevant if you run I/O-intensive workloads or databases in eu-west-1 and are evaluating next-gen instance families.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: ALB logs are now a first-class CloudWatch vended log type, enabling Logs Insights queries, metric filters, and Live Tail for load balancer traffic without custom shipping pipelines; evaluate adopting telemetry enablement rules to standardize coverage across accounts, noting the per-GB vended log cost vs. free S3 delivery.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful CloudWatch architecture change for teams running Bedrock AgentCore—unified per-agent log groups simplify IAM scoping and CMK encryption, but this is an AI-agent platform feature with no infra operational urgency.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA capability removes the CloudTrail-parsing workaround for secret rotation events; evaluate adding EventBridge rules this quarter to auto-refresh credential caches or trigger service restarts on rotation, reducing the lag window between rotation and downstream adoption.
- CI/CD — Learn: Could inform future pipeline designs that need to react to secret rotation (e.g., invalidating cached build credentials), but no current pipeline change is required and no deprecation is introduced.
- Leader — Skip
- Platform/SRE — Plan: New GA NLB capability worth evaluating this quarter for teams running dual-stack workloads: a single NLB can now route IPv4 and IPv6 clients to same-family targets without protocol translation or a second load balancer. Audit existing dual-stack NLB deployments and update Terraform/IaC to add listener rules where protocol translation is currently causing IP preservation issues.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Relevant if you’re designing DR for workloads in Bangkok, Malaysia, New Zealand, Taipei, Calgary, or Mexico Central — DRS is now available in 36 regions, which may enable in-region DR targets previously requiring cross-region routing.
- CI/CD — Skip
- Leader — Learn: If the org has data-residency or latency requirements for any of these six new regions, this expands DR options worth noting in a future architecture review — no immediate decision required.
- Platform/SRE — Learn: Regional expansion of network-optimized instances is worth noting if you run memory-intensive or high-throughput workloads in eu-west-3 or ca-central-1, but no action is required unless you’re actively evaluating instance types for those regions.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: A community module for self-hosted GitHub Actions runner autoscaling on AWS; worth evaluating if teams are self-hosting runners, but no deadline or GA milestone signals a required change.
- CI/CD — Plan: If cost or throughput is a pain point with GitHub-hosted runners, this Terraform module offers a path to autoscaled self-hosted runners on AWS — worth scheduling an evaluation this quarter.
- Leader — Skip
- Platform/SRE — Plan: If you run memory-intensive workloads (PostgreSQL, NGINX, ML inference) in EU Stockholm or Zurich, evaluate migrating to R8i for up to 30–60% workload-specific gains; no deadline, so schedule as a cost-performance optimization this quarter.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Relevant only if you have workloads targeting Greece or EMEA data-residency requirements; no action needed unless expanding into that region.
- CI/CD — Skip
- Leader — Learn: Worth noting if the org has Greek or EMEA in-country data-residency obligations; no strategic decision required unless expansion into that market is on the roadmap.
- Signals: GA announcement
- Platform/SRE — Learn: New storage-optimized instance type with Graviton4 and third-gen Nitro SSDs is now available in GovCloud — worth evaluating if you run high-IOPS workloads there, but no migration urgency or deprecation pressure.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Teams running OpenSearch Service domains or serverless collections with Dashboards tenants and saved objects can now migrate to the new OpenSearch UI without manual recreation; worth scheduling as a low-risk migration this quarter to reduce legacy UI dependency.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful discoverability improvement for IaC workflows that reference public AMIs via SSM aliases; no urgent action required, but worth updating Terraform data sources or scripts to leverage the new field when refreshing AMI references.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New GA functions like outlier detection, sessionization, and cidrlookup enrich the observability toolkit for teams already on CloudWatch Logs; no migration or operational change required, but worth knowing when debugging complex log patterns.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: If you use AWS DRS for EC2 workloads, enabling this feature can meaningfully shrink your RTO with no added cost — evaluate enabling it account-wide or per server during your next DR review.
- CI/CD — Skip
- Leader — Learn: A no-cost RTO improvement of up to 65% on EC2 disaster recovery is worth noting when reviewing reliability targets and DR posture with engineering leadership.
- Platform/SRE — Plan: Teams running Amazon MQ RabbitMQ M7g cluster deployments on version 4.2+ can now right-size storage independently of instance type; evaluate current broker storage allocations and adjust during the next planned maintenance window.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Regional expansion of G7e GPU instances is useful context if your org runs GPU workloads on EC2; no operational change required for existing deployments.
- CI/CD — Skip
- Leader — Learn: If the org is deploying LLM or generative AI inference on EC2, G7e availability in EU/APAC regions may inform capacity planning or region selection conversations.
- Platform/SRE — Plan: New GA capability that consolidates CloudFront Function decisions (A/B variants, auth outcomes, routing) directly into access log records, eliminating cross-system correlation with CloudWatch Logs. Worth adopting in existing CloudFront Functions this quarter by replacing or augmenting console.log() with cf.logCustomData().
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful console improvement for teams using Storage Gateway who need to migrate file shares between gateways (e.g., upgrading to AL2023). No deadline or forced migration — worth knowing for the next gateway migration project.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: IAM Identity Center can now be used for FedRAMP Class C workloads in four US regions — relevant if you operate in a federal or regulated environment, but no action required for non-FedRAMP shops.
- CI/CD — Skip
- Leader — Learn: Broadens the compliance posture of a core AWS identity service; worth noting for organizations pursuing or maintaining FedRAMP authorization, but no strategic decision is forced without an active compliance program in scope.
- Platform/SRE — Plan: Teams running I/O-intensive workloads (databases, etc.) on AWS DRS should evaluate setting an EBS initialization rate on DRS launch templates to reduce time-to-full-performance during recovery drills — no deadline, but worth scheduling as a DR configuration review this quarter.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: A GA PII-detection model now deployable on SageMaker JumpStart could inform data-sanitization strategy for teams handling sensitive data in ML pipelines; worth tracking as a build-vs-buy option against custom NER approaches.
- Platform/SRE — Learn: AI-assisted workflows for DocumentDB cluster ops (provisioning, migration, tuning, version upgrades) may be worth evaluating if your team runs DocumentDB, but this is a developer-tooling addition with no operational change required to existing infrastructure.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Regional expansion of I7ie instances is worth noting if you run storage-intensive workloads (large NVMe, low-latency I/O) and operate in Hyderabad; no action required unless you’re planning new capacity in that region.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: If running memory-intensive or high-network-throughput workloads in ap-northeast-1, eu-central-1, or eu-west-1, evaluate whether R8i-family instances offer a cost/performance improvement over existing R6i deployments — up to 43% better compute per vCPU and highest-in-class EBS/network bandwidth are meaningful for caching, NoSQL, or analytics tiers.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful if planning a SQL Server to AWS migration — the offline metadata extraction removes connectivity barriers — but no deadline or version constraint makes this actionable now.
- CI/CD — Skip
- Leader — Learn: Reduces security-review friction for SQL Server migrations to AWS, which may accelerate a planned migration project, but no strategic decision is forced.
- Platform/SRE — Learn: OAuth integration for the AWS MCP Server extends IAM governance to AI agents via standard OAuth flows, CloudTrail audit events, and token revocation APIs — worth understanding as AI agent infrastructure matures, but no operational change required today.
- CI/CD — Skip
- Leader — Learn: AI agents can now authenticate to AWS using existing IAM policies and OAuth 2.0, which lowers the governance barrier for agentic automation — relevant context for teams evaluating AI agent adoption on AWS infrastructure.
- Platform/SRE — Plan: Teams running Timestream for InfluxDB can replace API polling with EventBridge rules to automate responses to scaling completions, failures, and maintenance events; worth building into monitoring/alerting workflows this quarter.
- CI/CD — Skip
- Leader — Skip