Sole developer on a national SSO platform for six months, with Claude writing most of the code
Solution architect, 17 years in. From roughly March 2026 to July 2026 I was the only hands-on developer on the identity and single-sign-on layer for a…
Testing & QA
⚑ Report a ProblemLatest Testing & QA news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
claude
cybersecurity
database
devchallenge
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
testing
tutorial
typescript
webdev
"Most Of Your Vectors Are Steerage. Why Are They In First Class?"
I was on a call last month with a startup CTO who had just gotten their AWS bill. They had built a beautiful RAG application: semantic search, convers…
Preparing for AWS CI/CD Hands-On Project - Prerequisites
Introduction In the previous article, we learned how AWS CodePipeline automates the software delivery process. Before we start building our AWS CI/CD …
Foundry as Master, Bedrock as Remote: The Smoke Test Finally Passed
I wanted one specific piece of coverage: Microsoft Foundry (master) ├── MCP ──> live exchange-rate baseline └── A2A ──> Amazon Bedrock AgentCore…
Six Cross-Cloud A2A Paths, One Benchmark: How AWS, Azure, and GCP Agents Actually Work Together
Over the last six articles in this series I built the same currency benchmark six times, each time changing which cloud gives the orders and which clo…
Google ADK as the Master Agent, Calling Amazon Bedrock over A2A
This is the third run of the same cross-cloud currency benchmark, and the first with the arrow pointing the other way. A Google ADK master on Cloud Ru…
Six Cross-Cloud A2A Paths, One Benchmark: How AWS, Azure, and GCP Agents Actually Work Together
Over the last six articles in this series I built the same currency benchmark six times, each time changing which cloud gives the orders and which clo…
Google ADK Cross Cloud to Amazon Bedrock over A2A
This is the third run of the same cross-cloud currency benchmark, and the first with the arrow pointing the other way. A Google ADK master on Cloud Ru…
My Robot Accountant Got an Eviction Notice. So We Moved: Migrating from Bedrock Agents Classic to AgentCore
Ciao Amici 👋 Grab your chai, because the robot accountant is back, and this time we have a moving-day story. If you read my last article, you know I b…
Designing a Community Skill for AWS Transform Custom: AWS Glue 5.0 Upgrade Readiness
TL;DR I designed a proposed AWS Transform Custom community skill that prepares Glue 2.0, 3.0, and 4.0 repositories for Glue 5.0. It separates safe mec…
The AWS AI Services Map: Choosing the Right Service for Every Use Case in 2026
AWS now offers over 30 AI and ML services. The breadth is impressive — but it also means teams frequently pick the wrong tier, over-engineer solutions…
Event-Driven AWS Security Automation: Real-Time Detection and Remediation with Terraform and Pulumi
cloudguard-pro is an event-driven AWS security platform that detects and automatically remediates cloud misconfigurations. Seven Lambda functions, a s…
Amazon Bedrock Agents Orchestrating Google ADK over A2A
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master agent , built with Strands Agents and hosted on Ama…
Amazon Bedrock Agents Orchestrating Google ADK over A2A
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master agent , built with Strands Agents and hosted on Ama…
Can Amazon Bedrock AgentCore Talk to Microsoft Foundry over A2A?
I wanted to test one specific path: Amazon Bedrock AgentCore (AWS) | +-- MCP --> live exchange-rate tool | +-- A2A v1.0 --> Microsoft Foundry ho…
Automating Dell PowerProtect Backup on AWS: A Terraform-Based Approach
Organizations running Dell PowerProtect backup on AWS face a recurring challenge: the multi-appliance ecosystem — PPDM (PowerProtect Data Manager), DD…
The Model Didn't Escape the Sandbox. The Sandbox Was Misconfigured.
✓ Human-authored analysis; AI used for formatting and proofreading. All control mappings verified against a live catalog and tested against synthetic …
CDK update - June 2026
Index TL;DR Major Features ⚠️ Lambda Node.js 24.x — Action Required cdk explore — Visual Cloud Assembly Browser cdk validate — Standalone Validation C…
AWS Cheatsheet
🏆 AWS SAA-C03 CHEAT SHEET 📋 TABLE OF CONTENTS**** Exam Domain Breakdown Exam Framework Thinking Process Well-Architected Framework Service Selection M…
Can Google ADK Talk to Amazon Bedrock AgentCore Runtime? A Cross-Cloud A2A Benchmark
This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A coordinator built with Strands Agents and hosted on…
Can Google ADK Talk to Amazon Bedrock AgentCore Runtime? A Cross-Cloud A2A Benchmark
This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A coordinator built with Strands Agents and hosted on…
Your cron job fires on the wrong day
A team ports a job from a Quartz scheduler to a Unix crontab. The Quartz trigger ran Monday through Friday — day-of-week field 2-6 , because Quartz nu…
DEV WEEKEND with AWS Student Builder Group, QAU Islamabad
Spent 3 days at Quaid i Azam University Islamabad for DEV WEEKEND, organized by the AWS Student Builder Group. What was covered: Tech career journeys …
AWS VPC — Your Private Network in the Cloud, Explained from the Ground Up
🌐 AWS Session 9 — Amazon VPC Private Networking · Subnets · Internet Gateway · Route Tables · Security Groups · NACLs · NAT Gateway Part of my AWS lea…
Python + AWS Lambda: Build Serverless Apps for Free
Python + AWS Lambda: Build Serverless Apps for Free tags: python, aws, serverless, tutorial tags: python, aws, serverless, tutorial Building Serverles…
Build an Evidence Supply Chain for Tests
Most teams think of automated tests as decision machines. Green means ship. Red means stop. That model works right up until the first ambiguous failur…
Why AWS Is Tearing Down the "Tree"?
Amazon CEO Andy Jassy has been on a highly publicized crusade lately to crush corporate bureaucracy. His goal? Flatten the org chart, remove the layer…
The reconnect storm that never touched the broker
There's a particular kind of 2 a.m. that only happens in fleet IoT. A slice of your devices — a few thousand of them — drop off the network at once. B…
From Commit to Amazon EKS: Building a GitOps Pipeline with Argo CD
Deploying an application to Kubernetes is easy to demonstrate with one command: kubectl apply -f . The harder question is what happens after the first…
Measuring Real EC2 Idle Time: A CloudWatch Script Walkthrough
The metric that lies by omission Open the CloudWatch console for almost any EC2 dev box and you'll see CPUUtilization hovering at 1-3% for hours. Some…