AWS Lambda Managed Instances: When They Beat Standard Lambda and Fargate
AWS finally moved Lambda into territory that used to force an ECS or EC2 conversation. The new Lambda Managed Instances compute type...
Latest Publications
GitLab CI Monorepos: Child Pipelines, Matrix Jobs, and Faster Builds
GitLab’s monorepo docs are blunt about it: long pipelines are expensive, and the cure is to stop running work you do not...
AWS Network Firewall Centralized Inspection: The Transit Gateway Pattern
The simplest way to ruin network security is to let every VPC invent its own firewall story. The cleaner pattern is still...
AI on EKS: A Practical Guide to Scalable GPU and Neuron Workloads
AWS keeps pushing Amazon EKS deeper into AI infrastructure for a reason: it scales, it is familiar, and it already sits in...
AWS Security Hub and CloudWatch Findings: One Security Operations Pipeline
Security Hub changed twice in quick succession. On February 26, 2026, AWS launched Security Hub Extended as a pay-as-you-go plan for partner...
AWS Cloud WAN Routing Policy: Fine-Grained Control for Global Networks
AWS did not make Cloud WAN interesting by adding another dashboard. It made Cloud WAN interesting by letting you control the routes...
AWS Interconnect: Private Multicloud and Last-Mile Connectivity Explained
On April 14, 2026, AWS took a part of network architecture that usually lives in email threads, partner tickets, and hand-built BGP...
Amazon Bio Discovery: AWS Turns Antibody Design into a Lab-in-the-Loop AI Workflow
AWS launched Amazon Bio Discovery on April 14, 2026. What stood out to me was simple: AWS did not ship a generic...
Spring AI + Amazon Bedrock + MCP: A Practical Java Stack for AI Agents
Java teams already have enough framework churn. Most of them are not looking for a new agent platform. They want to keep...
Amazon S3 Vectors vs Gemini File Search: Two Very Different Answers to the Same RAG Problem
AWS rolled out S3 Vectors in preview on July 15, 2025. Google put Gemini File Search into public preview on November 6,...
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...
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...