Learn how to build an AI-powered migration assessment agent using Amazon Bedrock AgentCore and the Strands Agents SDK. The agent reads application source code and container artifacts, scores Amazon EKS migration readiness, identifies blockers by severity, and generates an actionable migration plan with target architecture recommendations.

Amazon EventBridge relaunched the Custom event bus so a platform team can share one governed bus across the organization while application teams publish and subscribe from their own accounts. See how retention, ordering, open formats, transformation, and direct target delivery change what one bus can carry.

A workload spread across three Availability Zones does not necessarily stay spread. This post explains why soft topology spread constraints drift after a node-availability gap, measures the cost, and shows how the Kubernetes descheduler restores even pod distribution on Amazon EKS without downtime and without forcing hard constraints.

Learn the differences between Kubernetes StatefulSets and Deployments, with examples and best practices for managing stateful and stateless applications.

Amazon EventBridge announces an enhanced custom event bus for organizations scaling event-driven applications across teams and accounts. Deploy a single event bus shared across all AWS accounts in your organization, with ordering guarantees, a simplified Subscriber resource, and improved economics at scale.

Build a multi-account architecture that keeps each team

Learn how to scope Amazon ECR image pull permissions to individual Kubernetes pods on a multi-tenant Amazon EKS cluster using KEP 4412 credential providers and ECR repository deny policies, so teams sharing the same nodes can pull only their own container images.

Discover more about what

Strands harness is a fully assembled, customizable, state-of-the-art agent you run locally or deploy anywhere.

Kubernetes v1.37 promotes the PersistentVolumeClaimUnusedSinceTime feature gate to Beta (enabled by default). With this feature, the PersistentVolumeClaim (PVC) protection controller adds an Unused condition to each PVC, telling you whether any running pod currently references it — no custom tooling or cross-referencing required. For the API definition of PVC conditions, see the PersistentVolumeClaim API reference. Read on to learn how the Unused condition works and how to use it. Why track PVC usage?In large-scale Kubernetes clusters, it is common for users to create PVCs and then delete the associated pods without cleaning up the storage, because Kubernetes does not automatically delete PVCs when their pods are removed (to protect against accidental data loss). Over time, these orphaned PVCs may accumulate, silently consuming storage capacity and driving up cloud costs.

Learn how to run AI agent tool calls in secure, isolated sandboxes using AWS Lambda MicroVMs. This post shows how to architect a self-hosted control plane that launches a fresh, VM-isolated MicroVM for each agent session, keeping credentials, networking, and governance entirely within your own AWS account.

Today we are announcing the new AgentCore runtime, a capability of Amazon Bedrock AgentCore built for the speed, flexibility, and cost efficiency that production agents demand. It reclaims memory as sessions release it and delivers consistent cold starts regardless of image size or concurrency.

See how Kueue brings order to overloaded Kubernetes clusters by intelligently managing batch workloads with a hands on demo.

Discover more about what

Discover more about what

Prompt caching in Amazon Bedrock can cut input token costs by up to 90% when you repeatedly send the same context to foundation models. This post walks through six practical prompt caching scenarios using the Converse API: message content, system prompt, tool definition, mixed TTL, tenant isolation, and LangChain integration.

Amazon Bedrock AgentCore Identity now offers a Consent portal, a managed web experience and session binding endpoint for AgentCore Gateway. This post walks through provisioning a portal, configuring GitHub and Slack 3LO targets, and the end-user consent flow, and shows how to review activity in AWS CloudTrail.

Run ad hoc SQL analytics on your Amazon DynamoDB data with DuckDB. A zero-ETL integration replicates your table into Apache Iceberg tables on Amazon S3 Tables, and an AWS Lambda function running DuckDB serves SQL queries through an IAM-authorized function URL.

Discover Lambda Managed Instances with Terraform: handle high concurrency, memory-intensive tasks, and explore AWS compute options.

Learn how to stop fighting Kubernetes config drift and ship faster with Crossplane + CI/CD. Simplify your deployment pipeline and reduce provisioning time.

Connect with builders who understand your journey. Share solutions, influence AWS product development, and access useful content that accelerates your growth. Your community starts here.

Argo CD is a Kubernetes-native, declarative GitOps tool for deploying applications at scale. It pulls...

Amazon Elastic Container Service (ECS) is the go-to solution for running containers on AWS. Learn about its cost-effective orchestration, deep AWS integrations.

Discover more about what