Testing, Tools, and Frameworks Resources

7 Techniques That Supercharged My Claude-Assisted Development

Claude Code turns your terminal into an AI collaborator — automating coding loops, scaling workflows, and accelerating development with structured, agentic execution.

April 30, 2026

by VIVEK KATARYA

· 1,845 Views

What AWS Kiro Matters for Agentic Development

AWS Kiro is a high-speed communication fabric for AI agents, enabling sub-millisecond coordination and persistent memory management.

April 29, 2026

by Jubin Soni, FBCS

CORE

· 2,477 Views

The LLM Selection War Story: Part 2 - The Six LLM Failure Archetypes That Will Wreck Your Production System

Benchmarks test success. Production tests failure. Six critical LLM archetypes destroyed our systems — here's the testing framework that prevents 89% of incidents.

April 27, 2026

by Dinesh Elumalai

CORE

· 3,440 Views

Architecting Autonomous Agents: A Deep Dive into Azure AI Foundry Agent Service

Build enterprise-ready AI agents using Azure AI Foundry Agent Service with integrated tools, state management, and robust security.

April 27, 2026

by Jubin Soni, FBCS

CORE

· 2,173 Views

AWS vs GCP Security: Best Practices for Protecting Infrastructure, Data, and Networks

A practical guide to securing AWS and GCP using IAM, encryption, network controls, and continuous monitoring to help improve resilience on the cloud.

April 24, 2026

by Kadir Arslan

· 2,735 Views

Why AI-Assisted Development Is Raising the Value of E2E Testing

AI-assisted coding increases change velocity and regression risk. That makes stronger E2E coverage for critical flows more important.

April 23, 2026

by Satyam Nikhra

· 2,728 Views · 2 Likes

The LLM Selection War Story: Part 1 - Why Your Model Selection Process is Fundamentally Broken

Benchmark scores predicted our LLM would succeed. It failed spectacularly. Here's why 92% vs 89% means nothing and what metrics actually matter in production.

April 23, 2026

by Dinesh Elumalai

CORE

· 3,091 Views

CI/CD Integration: Running Playwright on GitHub Actions: The Definitive Automation Blueprint

Learn how to automate Playwright tests on GitHub Actions for faster, more reliable CI/CD pipelines and consistent test execution.

April 23, 2026

by Priti Gaikwad

· 2,408 Views

Revolutionizing Scaled Agile Frameworks with AI, MuleSoft, and AWS: An Insider’s Perspective

AI + MuleSoft + AWS enhance SAFe with automated insights, better integration, and smarter DevOps—guided by human judgment.

April 22, 2026

by Abhijit Roy

· 2,896 Views

AWS Bedrock: The Future of Enterprise AI

Amazon Bedrock simplifies enterprise AI with multi-model access, built-in security, RAG, and scalable, no-infrastructure deployment.

April 21, 2026

by Subrahmanyam Katta

· 5,150 Views · 2 Likes

Quality Assurance in AI-Driven Business Evolution

QA is evolving for AI-driven business, focusing on data quality, model validation, and risk management to ensure reliable, trustworthy, well-governed systems.

April 20, 2026

by Parimal Kumar

· 3,998 Views

Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents

Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.

April 14, 2026

by Ayush Raj Jha

· 3,036 Views · 1 Like

How to Test a GET API Request Using REST-Assured Java

Learn about testing GET API requests with REST Assured Java, send requests with headers and params, validate response body, time, and extract data.

April 13, 2026

by Faisal Khatri

CORE

· 2,825 Views · 2 Likes

Apache Spark 3 to Apache Spark 4 Migration: What Breaks, What Improves, What's Mandatory

A comprehensive guide to migrating from Apache Spark 3.x to Spark 4.0, covering breaking changes, new features, and mandatory updates for smooth transition.

April 10, 2026

by Rambabu Bandam

· 4,838 Views · 1 Like

Unlocking the Potential: Integrating AI-Driven Insights with MuleSoft and AWS for Scalable Enterprise Solutions

AI-powered MuleSoft and AWS integrations improve scalability, data quality, and customer experience while dismantling silos.

April 8, 2026

by Abhijit Roy

· 2,904 Views

MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

A hands-on walkthrough on building an AI agent with real tools using AWS Bedrock AgentCore Runtime. FastMCP and the Strands agent.

April 8, 2026

by Jubin Soni, FBCS

CORE

· 3,983 Views

Mastering Multi-Cloud Integration: SAFe 5.0, MuleSoft, and AWS - A Personal Journey

Using SAFe 5.0, MuleSoft and AWS can form modular, AI-enabled multi-cloud systems that reduce latency and align technology with business outcomes.

April 8, 2026

by Abhijit Roy

· 2,572 Views

Agentic Development: My Invisible Dev Team

Agentic development speeds up coding with AI tools like Cursor and Claude — but teams must rethink review and delivery processes to keep up.

April 7, 2026

by Vijay Munduru

· 2,787 Views

How Spec-Driven Development Brings Structure to AI-Assisted Engineering and How We Put It to the Test

Spec-Driven Development (SDD) offers a structured approach where clear, machine-readable specifications guides AI to generate code.

April 3, 2026

by Sergey Laptick

· 2,050 Views

AI-Assisted Testing: Real-Life Use Cases vs. Myths

Using AI in quality assurance is now essential to staying competitive, but teams still need to stay grounded and involve people to balance the hype with real results.

April 2, 2026

by Konstantin Klyagin

· 2,869 Views · 1 Like

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