AWS Glue Data Quality Anomaly Detection for Catalog Tables
AWS Glue Data Quality gained two important capabilities on July 27, 2026: anomaly detection now works for Catalog-based data quality evaluations, and...
Latest Publications
AWS Security Hub MCP App: Investigate Risk from Claude Desktop
AWS released the Security Hub MCP App in public preview on July 27, 2026. It runs as a local Model Context Protocol...
aws-bench: Test AI Agents Against Real AWS Infrastructure
AWS released aws-bench as a research preview on July 24, 2026. It does something most agent demos avoid: it puts an AI...
SageMaker G7 Blackwell Inference: Right-Size 7B–30B Models
Amazon SageMaker AI added G7 inference instances on July 22, 2026. The headline number is up to 4.6 times the AI inference...
Claude Opus 5 on Amazon Bedrock: Production Migration Guide
On July 24, 2026, AWS made Claude Opus 5 available through Amazon Bedrock and Claude Platform on AWS. The launch matters for...
Aurora Serverless v2 + Bedrock: AI Database Queries in 2026
I connected Bedrock to our Aurora cluster last month. The first thing I asked it was “show me all customers who churned...
Terraform State Locking with S3 and DynamoDB in 2026
The moment two engineers run terraform apply at the same time without state locking, you have a race condition that can corrupt...
GitLab CI Environments and Review Apps in 2026
Review apps changed how my team does code review. Instead of reading diffs, reviewers click a link and see the actual change...
AWS WAF Rules Deep Dive: Rate-Based, Geo, and Custom Rules
WAF is one of those services where the default managed rules get you 80% of the way there. The last 20% is...
Scrum + Team Topologies: Why Your DevOps Team Structure Might Be Slowing You Down
I spent three years at a company that spent $4 million on “DevOps transformation.” New tools, new cloud infrastructure, training budgets, the...
FSx for OpenZFS Multi-AZ in Shared VPCs: AWS Organizations Storage Pattern
AWS announced on May 13, 2026 that Amazon FSx for OpenZFS supports creating Multi-AZ file systems in shared VPCs. That sounds narrow....
Kubernetes PSI Metrics GA: Pressure-Based Alerts for EKS Operators
Kubernetes 1.36 promoted PSI metrics to GA in May 2026. That is a small-looking observability change with a practical message: average CPU...