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DZone Agile Zone

Recent posts in Agile on DZone.com

The AI Delegation Lifecycle: Your Team Has AI Outputs. Where Are the Decisions?

TL; DR: The AI Delegation Lifecycle Your team ships AI outputs that nobody fully trusts; you needed to be quick, and “dirty” tagged along. Too bad ...
Posted on 27 August 2026 | 12:00 pm

From Agile to the Product Operating Model

TL; DR: The “Agile to the Product Operating Model” Survey Results Between August 2 and August 10, 2026, 48 practitioners participated in my Agile t...
Posted on 17 August 2026 | 3:00 pm

Why Developers Must Be Part of the Customer Validation Process

Agile has made it faster to design, build, and ship features. Teams track sprints, display burndown charts to show progress, and conduct sprint ret...
Posted on 27 July 2026 | 7:00 pm

One Click From Requirements to Production: The Promise and the Reality

Every few months, a new demo circulates in engineering circles. A product manager types a requirement into a chat window. The AI reads the docs, sc...
Posted on 21 July 2026 | 2:00 pm

From Gherkin to Source Code Without Losing the Business Language

Picture this: you are a software developer building an education platform, and you receive from the product owner some requirements written in busi...
Posted on 14 July 2026 | 1:00 pm

Why Requirements Are Becoming the Control Layer in AI-Assisted Development

In traditional software delivery, requirements often functioned as an initial alignment artifact. Once development began, implementation, iteration...
Posted on 29 June 2026 | 3:00 pm

Before the AI Coding Agent Writes Code: Structuring Scattered Requirements With PARA

AI coding assistants are becoming increasingly capable at generating code, explaining systems, and accelerating development workflows. But in real ...
Posted on 29 June 2026 | 12:00 pm

What It Takes to Make Mainframe Modernization Work

Mainframe modernization is once again at the center of enterprise conversations. Not because something suddenly broke, but because the environment ...
Posted on 26 June 2026 | 1:00 pm

The AI Definition of Done

TL;DR: The AI Definition of Done Your team has a Definition of Done for a product increment. It has none for the 20-plus AI-supported outputs that ...
Posted on 25 June 2026 | 12:00 pm

Why Your Test Automation Is Always Behind the Code And the Architecture That Fixes It

There is a pattern that repeats itself across engineering organizations regardless of team size, tech stack, or industry. A sprint ends. Features a...
Posted on 5 June 2026 | 12:00 pm

When One MVP Is Really Four Systems: A Better Way to Plan Multi-Role Apps

Teams often say they are building one app. A lot of the time, that is not true. I saw this while reviewing a telemedicine MVP. At first, the plan s...
Posted on 2 June 2026 | 1:00 pm

The Agentic Agile Office: Streamlining Enterprise Agile With Autonomous AI Agents

 In my 30 years of navigating the IT landscape, I’ve seen ‘Agile’ transform from a revolutionary mindset into what often feels like a series of man...
Posted on 1 June 2026 | 8:00 pm

Dear Micromanager: Your Distrust Has a Job; It’s Just Not the One You’re Doing

TL;DR: Why A Former Micromanager Will Make AI Adoption Work Twenty years of Agile coaching failed to fix the micromanager who meddles with every dr...
Posted on 21 May 2026 | 2:30 pm

Retesting Best Practices for Agile Teams: A Quick Guide to Bug Fix Verification

Agile teams ship fast. Two-week sprints, daily standups, and continuous deployment pipelines have made speed the default. But speed without verific...
Posted on 19 May 2026 | 8:00 pm

AI-Driven Integration in Large-Scale Agile Environments

Abstract This article explores the integration of AI technologies into Agile frameworks, focusing on large-scale applications such as the Scaled Ag...
Posted on 11 May 2026 | 7:00 pm

Integrating AI-Driven Decision-Making in Agile Frameworks: A Deep Dive into Real-World Applications and Challenges

The integration of AI-driven decision-making within Agile frameworks presents a transformative opportunity for optimized workflows and enhanced dec...
Posted on 4 May 2026 | 3:00 pm

How Rule Engines Transform Business Agility and Code Simplicity

When Simple If-Else Logic Becomes Complex Most software starts with simple business rules, easily handled with a handful of if-else statements. But...
Posted on 28 April 2026 | 12:00 pm

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

This article explores how AI, MuleSoft, and AWS can transform Scaled Agile Frameworks (SAFe). It delves into using AI to automate Agile metrics and...
Posted on 22 April 2026 | 8:00 pm

Velocity Is Not Enough: Rethinking Risk in Agile Software Development

Agile has transformed software delivery by optimizing for speed, adaptability, and customer value. Teams track velocity, monitor burndown charts, a...
Posted on 17 April 2026 | 1:00 pm

Refactoring the Monthly Review: Applying CI/CD Principles to Executive Reporting

We live in a dual-speed reality. On the ground, engineering teams run on Agile: two-week sprints, daily stand-ups, and continuous deployment. We va...
Posted on 17 March 2026 | 4:00 pm