Culture and Methodologies Resources

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

· 2,438 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

The Design System Team: Goals, Pains, and Successes

Sharing my experience of working in multiple design system teams, and it will not be a technical post, but more about the goals, pains, and successes of it.

September 25, 2025

by Sergio Carracedo

· 1,711 Views

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

From Requirements to Results: Anchoring Agile With Traceability

Learn how to balance Agile’s efficiency with traceability by linking requirements, stories, code, and tests, connecting every feature back to business goals.

September 23, 2025

by Jialun Sun

· 2,264 Views · 3 Likes

AI Readiness: Why Cloud Infrastructure Will Decide Who Wins the Next Wave

Most cloud teams aren’t AI ready: Only 51% of infra is automated, and there are major governance gaps and rising costs. Infra maturity (not GPUs) will decide who thrives.

September 23, 2025

by Aharon Twizer

· 2,789 Views · 1 Like

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

· 2,274 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

· 4,817 Views · 4 Likes

Best Software Engineer Books: Build Your Personal Library

In this article, I will share some thoughts and recommendations on books that you can add to your software engineer library.

September 18, 2025

by Bartłomiej Żyliński

CORE

· 2,132 Views · 3 Likes

Anything Rigid Is Not Sustainable: Why Flexibility Beats Dogma in Agile and Project Management

Rigid processes, frameworks, and governance in project management may deliver short-term results but undermine long-term sustainability.

September 17, 2025

by Pabitra Saikia

CORE

· 4,386 Views

The AI FOMO Paradox

The AI FOMO Paradox: Learn why knowledgeable Agile practitioners are perfectly positioned for the AI era, and the era of ‘good enough’ Agile is over.

September 17, 2025

by Stefan Wolpers

CORE

· 2,566 Views · 1 Like

Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows

Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.

September 12, 2025

by Gopinath Kathiresan

· 15,875 Views · 1 Like

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

· 4,022 Views · 1 Like

Beyond DORA: Building a Holistic Framework for Engineering Metrics

Engineering teams face pressure to move faster. Learn why traditional metrics like velocity and story points can distort progress and hinder real results.

September 10, 2025

by Dmitry Marinov

· 2,602 Views

The Value Gap After Go-Live: The Agile Advantage in Tech Transformation

Go-live is progress — adoption is success. Agile Transformation bridges the gap between tech delivery and real business value by focusing on people, purpose, and impact.

September 8, 2025

by Pabitra Saikia

CORE

· 1,968 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

· 2,215 Views · 3 Likes

Measuring What Matters: A Strategic Lens on Transformation Metrics

Track Agile-DevOps and AI-first transformations effectively by selecting the right metrics—balancing output/outcome, leading/lagging, and subjective/objective measures.

September 5, 2025

by Suman Das

· 2,619 Views · 2 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

· 3,571 Views · 2 Likes

Take AI Out of Your Silos—Why Team Experience Trumps Developer Tools

Stop optimizing individual dev tools with AI. Team workflows need AI that carries context end-to-end, not another siloed copilot that makes you its secretary.

September 4, 2025

by Michael Smith

· 1,707 Views · 1 Like

The AI Co-Pilot: How to Lead When Your Team's Best Player Is a Machine

AI now writes the code. Leaders must provide the vision, ask the right questions, and champion the creative work only humans can do.

September 1, 2025

by Rupesh Dabbir

· 2,948 Views · 4 Likes

The Latest Culture and Methodologies Topics