Methodologies Resources

A plain-spoken review of five Java-friendly RAD platforms. I cover CRUD speed, extensibility, security, deployment, support, lock-in, and pricing.

September 23, 2025

by Amir Shelli

· 5,768 Views · 4 Likes

Deploying AI Models in Air-Gapped Environments: A Practical Guide From the Data Center Trenches

Learn all about practical strategies for deploying AI in air-gapped environments, with guidance on security, scalability, compliance, and reliability.

September 12, 2025

by Siva Kiran Nandipati

· 4,636 Views · 1 Like

Meta Prompting for Agile Practitioners

Learn how meta prompting turns AI into a partner for Retrospective prep—shaping context-rich dialogue while keeping facilitation a human skill.

September 5, 2025

by Stefan Wolpers

CORE

· 2,441 Views · 3 Likes

How to Use AI to Enhance Scrum Ceremonies

This article cites some trends on Scrum and AI usage and provides details on how AI tools can help automate Scrum ceremonies without impacting human values.

September 4, 2025

by Arpit Garg

· 4,208 Views · 2 Likes

Code That Isn’t Afraid of Change

In this article, you’ll find some personal observations and tips on how to keep a project alive and healthy over the years.

September 1, 2025

by Anton Belyaev

· 2,833 Views · 3 Likes

The Statistical AI Parrot in Your Sprint

In this article, you will learn why artificial intelligence will not replace your Agile team and why ignoring it is a mistake.

September 1, 2025

by Stefan Wolpers

CORE

· 2,576 Views · 4 Likes

The Benefits of AI Micromanagement

Feeding AI relevant, structured context turns generic advice into targeted, high-impact solutions. See in this article how context quality shapes results.

August 26, 2025

by Stefan Wolpers

CORE

· 2,187 Views · 4 Likes

A Deep Dive into Behavior-Driven Development

Behavior-Driven Development (BDD) bridges the gap between technical and non-technical stakeholders by using plain-language scenarios to define and test software behavior.

August 22, 2025

by Srinidhi Goud Myadaboyina

· 3,687 Views · 6 Likes

AI-Powered Root Cause Analysis: Introducing the Incident Investigator

Resolve cloud incidents faster with the AI Incident Investigator — an agent that finds the root cause of production issues and explains them in plain English.

August 21, 2025

by Marija Naumovska

CORE

· 3,183 Views · 3 Likes

Agile AI Agents

Can ChatGPT’s Agent Mode really handle agile team tasks? I tested real use cases to see what it can do, what it misses, and where it needs improvement.

August 19, 2025

by Stefan Wolpers

CORE

· 2,047 Views · 3 Likes

Quality Beyond Code: Holistic Quality Mindset in Agile Teams

Embedding quality beyond code reduces the Cost of Quality and boosts delivery efficiency across every aspect of project execution.

August 19, 2025

by Pabitra Saikia

CORE

· 1,532 Views · 3 Likes

What’s Wrong With Data Validation — and How It Relates to the Liskov Substitution Principle

Most systems assume data is valid, causing redundant or missing checks. This article suggests modeling validated data as a separate type.

August 18, 2025

by Mykola Haliullin

· 2,196 Views · 3 Likes

Agile Teams Thrive on Collective Strengths, Not Sameness

True agility values cross-functional teams, not interchangeable roles. It’s about specialists collaborating, not generalists doing it all.

August 15, 2025

by Pabitra Saikia

CORE

· 1,916 Views · 2 Likes

Reclaiming the Architect’s Role in the SDLC

Modern software complexity requires architects to reclaim hands-on involvement throughout development, not just during initial design phases.

August 14, 2025

by Ori Saporta

· 3,358 Views · 6 Likes

Architecture Lessons from Two Digital Transformations

Lessons as an architect, from 2 digital transformations (only 1 successful). Breakdown of both, key questions to ask before as takeaways.

August 12, 2025

by Syamanthaka B

· 2,860 Views · 2 Likes

Scoped Values: Revolutionizing Java Context Management

ScopedValue in Java offers safe, immutable context propagation with clear scoping and minimal overhead—ideal for structured concurrency and virtual threads.

August 12, 2025

by Ammar Husain

CORE

· 4,610 Views · 5 Likes

Do You Understand the Debt You Have to Pay?

Not all technical debt needs to be paid today. In this article, I’ll walk you through different kinds of debt and strategies to deal with them wisely.

August 12, 2025

by Sebastian Malaca

· 1,638 Views · 5 Likes

Testing Approaches for Java Enterprise Applications With Jakarta NoSQL and Jakarta Data

Learn how testing strategies like mutation and data-driven testing improve reliability and quality in Jakarta EE apps, with practical tools and examples.

August 11, 2025

by Otavio Santana

CORE

· 2,814 Views · 7 Likes

How GitHub Copilot Handles Multi-File Context Internally: A Deep Dive for Developers, Researchers, and Tech Leaders

A deep dive into how GitHub Copilot handles multi-file context in real time using embeddings, symbols, and prompt queues to deliver smarter, context-aware suggestions.

August 1, 2025

by SHALLABH DIXITT

· 4,780 Views · 2 Likes

AI for Agile Coaches: The Upgrade You Didn't Know You Needed

Discover how AI lightens the load for Agile coaches, automating sprint prep and preserving psychological safety, with human leadership still at the core.

July 25, 2025

by Ella Mitkin

· 2,501 Views · 3 Likes

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