Bedrock AgentCore Stateful MCP Servers: Elicitation, Sampling, and Long-Lived Context
On March 10, 2026, AWS added stateful MCP server features to Amazon Bedrock AgentCore Runtime. If you only read the headline, it...
Latest Publications
AWS Agent Registry Preview: Govern Agents, MCP Servers, and Skills at Scale
On April 9, 2026, AWS launched AWS Agent Registry in preview inside Amazon Bedrock AgentCore. That launch matters because most teams are...
Amazon EKS Auto Mode in Production: What AWS Manages and What You Still Own
AWS announced Amazon EKS Auto Mode on December 1, 2024. The deeper “under the hood” explanation followed on March 31, 2025. On...
Hybrid RAG on AWS: Amazon Bedrock and OpenSearch That Hold Up in Production
On March 1, 2024, AWS added hybrid search to Knowledge Bases for Amazon Bedrock for Amazon OpenSearch Serverless. On March 27, 2025,...
How to Test AI Agents in CI/CD with Bedrock AgentCore Evaluations
AWS made Amazon Bedrock AgentCore Evaluations generally available on March 31, 2026. That launch matters because it answers the first serious production...
Build Coding Agents on AgentCore: Shell Commands and Persistent Session Storage
Amazon Bedrock AgentCore got two features in March 2026 that matter far more than the marketing language around them. On March 17,...
VPC Lattice vs ECS Service Connect: Choose the Right AWS Service Connectivity Boundary
Amazon ECS Service Connect and Amazon VPC Lattice both improve service-to-service connectivity on AWS, but they do not solve the same boundary....
Terraform Stacks: Multi-Environment State Management
Terraform workspaces seemed like the solution to multi-environment management — one configuration, many states. Then teams discovered the problems: workspace sprawl, no...
SQS + Lambda Event Source Mapping: Error Handling That Actually Works
Every serverless architecture eventually runs into the same problem: you have messages in SQS and you need Lambda to process them reliably....
Prometheus and Grafana on EKS: Kubernetes Monitoring from Scratch
The kube-prometheus-stack Helm chart installs Prometheus, Alertmanager, Grafana, and a collection of default Kubernetes dashboards in about five minutes. That’s the fastest...
MiniStack: LocalStack Went Paid, Here Is the Free Replacement
LocalStack built something genuinely useful. A local emulator for AWS services that let you test Lambdas, S3 buckets, SQS queues, and DynamoDB...
Lambda Container Images: Build on GitLab CI, Deploy to ECR
Container images solved my biggest Lambda frustration: the 250MB zip limit.