Methodologies Resources

AI Code Generation: The Productivity Paradox in Software Development

AI boosts coding speed short-term, but long-term gains need human oversight, reuse, and focus on code quality beyond cycle time.

November 5, 2025

by Ammar Husain

CORE

· 3,140 Views · 4 Likes

A Developer’s Experience of Onboarding to a Platform

From manual cloud setups to guided golden paths — my onboarding journey revealed how platforms transform friction into flow.

October 31, 2025

by Josephine Eskaline Joyce

CORE

· 2,618 Views · 5 Likes

Evolving Golden Paths: Upgrades Without Disruption

Keep your golden paths evolving — with semantic versioning, automation, and empathy — to drive innovation without breaking developer flow.

October 23, 2025

by Josephine Eskaline Joyce

CORE

· 14,153 Views · 3 Likes

Applying Domain-Driven Design With Enterprise Java: A Behavior-Driven Approach

Learn how to combine DDD and BDD in enterprise Java to create software that models real business domains and validates behavior through executable scenarios.

October 23, 2025

by Otavio Santana

CORE

· 4,699 Views · 5 Likes

The Dangerous Middle: Agile Roles That AI Will Erode First

The Dangerous Middle: Learn about what Peter Yang's product management framework reveals about the future of scrum masters and agile coaches.

October 21, 2025

by Stefan Wolpers

CORE

· 2,831 Views · 2 Likes

DevEx Ambient Agent With Advanced Knowledge Graph

The Agentic DevEx Assistant boosts developer productivity by automating tasks, providing contextual insights, and offering personalized career growth guidance.

October 17, 2025

by Chris Shayan

· 6,158 Views · 2 Likes

Why Domain-Driven Design Is Still Essential in Modern Software Development

Software keeps growing in complexity while losing touch with business goals. Domain-driven design brings clarity, making systems scalable, meaningful, and built to last.

October 15, 2025

by Otavio Santana

CORE

· 4,330 Views · 4 Likes

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

· 3,016 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

· 3,693 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

· 2,159 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

· 2,932 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

· 2,441 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

· 3,079 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

· 2,482 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

· 3,296 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

· 1,907 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

· 2,377 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

· 5,120 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

· 4,222 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

· 2,282 Views · 3 Likes

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