Culture and Methodologies Resources

Master Developer Writing: From Docs and Pull Requests to Blog Posts

Developers already write all the time, just not always well. Strong writing is a force multiplier that saves time, prevents bugs, and accelerates team velocity.

October 7, 2025

by Twain Taylor

CORE

· 1,587 Views · 2 Likes

LangGraph Beginner to Advanced: Part 1 — Introduction to LangGraph and Some Basic Concepts

If you’ve ever wanted to build AI agents and design graph-based conversational workflows, this course-style blog series is for you.

October 6, 2025

by Mohammed Talib

· 3,475 Views · 3 Likes

7 AWS Services Every Data Engineer Should Master

In 2025, S3, Glue, Lambda, Athena, Redshift, EMR, and Kinesis form the core AWS toolkit for building fast, reliable, and scalable data pipelines.

October 6, 2025

by Sai Mounika Yedlapalli

· 4,318 Views · 3 Likes

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

· 2,976 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

· 2,458 Views · 1 Like

Why CI and CD Should Be Treated as Separate Disciplines (Not CI/CD)

Continuous integration and continuous delivery serve different purposes in the development pipeline — optimizing each independently leads to better outcomes.

September 29, 2025

by Shibashis Mishra

· 2,189 Views · 6 Likes

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

· 3,113 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

· 2,494 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

· 3,314 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

· 1,763 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

· 1,925 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

· 2,340 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

· 2,846 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

· 2,439 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

· 5,218 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

· 2,210 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

· 4,479 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

· 2,641 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

· 15,980 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

· 4,283 Views · 1 Like

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