Methodologies Resources

Golden Paths in IDPs: From Developer Chaos to Clarity

Golden paths in IDPs turn best practices into living standards, reducing chaos and enabling teams to deliver faster, safer, and at scale.

October 8, 2025

by Josephine Eskaline Joyce

CORE

· 2,892 Views · 3 Likes

The Agile AI Manifesto

This article discuss how the original Agile Manifesto anticipated the rise of AI — and why both AI maximalists and AI luddites misunderstand its true message.

October 8, 2025

by Stefan Wolpers

CORE

· 3,632 Views · 2 Likes

Dynamization of Static Data Structures

An intuitive explanation, along with some real-world applications of this forgotten 1980s technique for turning static data structures into dynamic ones.

October 7, 2025

by Pranet Verma

· 2,097 Views · 1 Like

Bounded Rationality: Why Time-Boxed Decisions Keep Agile Teams Moving

Agile teams thrive on speed. Time-boxed decisions apply bounded rationality to avoid analysis paralysis, reduce decision fatigue, and deliver value faster.

October 1, 2025

by Pabitra Saikia

CORE

· 2,837 Views · 3 Likes

AI Risks in Product

We explore why product professionals risk sleepwalking into strategic irrelevance by over-trusting AI, relying on flawed metrics, and losing direct customer insight.

September 30, 2025

by Stefan Wolpers

CORE

· 2,389 Views · 1 Like

Why One-Week Sprints Make Vibe Coding Work Better

Learn how one-week sprints with vibe coding boost Agile success by enabling faster delivery, reducing AI errors, and improving collaboration across teams.

September 26, 2025

by Saravanan Muniraj

· 2,986 Views · 4 Likes

AI Transformation Déjà Vu

It's all about AI transformation déjà vu: This article provides a look into why today’s failures look uncannily like yesterday’s “Agile transformations.”

September 26, 2025

by Stefan Wolpers

CORE

· 2,439 Views · 5 Likes

Boosting Developer Productivity in Kubernetes-Driven Workflows: A Practical Checklist

Teams can ultimately boost Kubernetes productivity with the use of better tooling, automation, observability, and platform engineering practices.

September 25, 2025

by Louis-Guillaume Morand

· 3,228 Views · 2 Likes

Shipping Responsible AI Without Slowing Down

Add robustness, monitoring, alignment, and systemic safety into the normal delivery pipeline using plain-language objectives and policy-as-code SLOs.

September 24, 2025

by Sarvenaz Ranjbar

· 1,859 Views · 4 Likes

Model Evaluation Metrics Explained

Model metrics like Precision, Recall, F1, and ROC-AUC matter more than Accuracy-each aligns differently with real-world risks and business impact.

September 23, 2025

by Kacper Michalik

· 2,276 Views · 2 Likes

Top 5 RAD Platforms for Developers

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

· 4,820 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

· 4,024 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

· 2,216 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

· 3,573 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

· 2,638 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

· 2,380 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

· 1,923 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

· 3,419 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

· 2,899 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

· 1,814 Views · 3 Likes

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