Culture and Methodologies Resources

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

· 1,943 Views · 3 Likes

Quality Beyond Code: Holistic Quality Mindset in Agile Teams

Embedding quality beyond code reduces the Cost of Quality and boosts delivery efficiency across every aspect of project execution.

August 19, 2025

by Pabitra Saikia

CORE

· 1,451 Views · 3 Likes

What’s Wrong With Data Validation — and How It Relates to the Liskov Substitution Principle

Most systems assume data is valid, causing redundant or missing checks. This article suggests modeling validated data as a separate type.

August 18, 2025

by Mykola Haliullin

· 2,144 Views · 3 Likes

Architecting Compound AI Systems for Scalable Enterprise Workflows

Learn how to architect modular and secure agentic workflows using compound AI systems for scalable enterprise automation.

August 18, 2025

by Srinivas Sandiri

· 2,414 Views · 2 Likes

Agile Teams Thrive on Collective Strengths, Not Sameness

True agility values cross-functional teams, not interchangeable roles. It’s about specialists collaborating, not generalists doing it all.

August 15, 2025

by Pabitra Saikia

CORE

· 1,802 Views · 2 Likes

Reclaiming the Architect’s Role in the SDLC

Modern software complexity requires architects to reclaim hands-on involvement throughout development, not just during initial design phases.

August 14, 2025

by Ori Saporta

· 3,075 Views · 6 Likes

Orchestrating Multi-Agents: Unifying Fragmented Tools into Coordinated Workflows

Modern AI workflows rely on fragmented tools that don’t interoperate. Learn how an agent orchestrator can unify them into a coordinated, context-aware workflow.

August 13, 2025

by Venkata Rakesh Buddhiraju

· 2,114 Views · 2 Likes

Architecture Lessons from Two Digital Transformations

Lessons as an architect, from 2 digital transformations (only 1 successful). Breakdown of both, key questions to ask before as takeaways.

August 12, 2025

by Syamanthaka B

· 2,773 Views · 2 Likes

Scoped Values: Revolutionizing Java Context Management

ScopedValue in Java offers safe, immutable context propagation with clear scoping and minimal overhead—ideal for structured concurrency and virtual threads.

August 12, 2025

by Ammar Husain

CORE

· 4,473 Views · 5 Likes

Do You Understand the Debt You Have to Pay?

Not all technical debt needs to be paid today. In this article, I’ll walk you through different kinds of debt and strategies to deal with them wisely.

August 12, 2025

by Sebastian Malaca

· 1,565 Views · 5 Likes

Testing Approaches for Java Enterprise Applications With Jakarta NoSQL and Jakarta Data

Learn how testing strategies like mutation and data-driven testing improve reliability and quality in Jakarta EE apps, with practical tools and examples.

August 11, 2025

by Otavio Santana

CORE

· 2,711 Views · 7 Likes

What the AI Coding Experience Senior Software Engineers Want

Explore existing problems with AI-assisted coding. AI tools need to give developers more structure, more control, and more ways to test and trust what gets built.

August 7, 2025

by Bobur Umurzokov

· 2,310 Views · 8 Likes

Building Scalable, Resilient Workflows With State Machines on GCP

Learn how to build scalable, resilient backend workflows on Google Cloud using state machines, Workflows, Eventarc, and more with real-world use cases.

August 6, 2025

by Ravi Teja Thutari

CORE

· 4,763 Views · 2 Likes

AI/ML for Engineering Managers: Enhancing Productivity and Quality in Fintech

Learn practical strategies, real-world results, and key considerations for successful AI integration and improve on boosting your engineering metrics.

August 5, 2025

by Purushottam Raj

· 1,820 Views · 3 Likes

LangGraph Orchestrator Agents: Streamlining AI Workflow Automation

Learn in this article how LangGraph’s Orchestrator-Worker agents enable dynamic task delegation using LLMs for smarter, scalable, and adaptive AI workflows.

August 5, 2025

by Himanshu P

· 3,475 Views · 3 Likes

Is Your Team AI-Ready? 5 Strategies to Upskill Your Engineers

To get your team AI-ready, focus on culture: solve real problems, share knowledge, experiment safely, mentor peers, and measure outcomes.

August 4, 2025

by Rupesh Dabbir

· 3,433 Views · 5 Likes

Feature Flags in Agile Development: Lessons from Scaling Front-End Platform Releases

Feature flags can supercharge agile UI delivery, but without intentional governance, they quietly become a source of complexity, risk, and technical debt.

August 1, 2025

by Aishwarya Murali

· 2,908 Views · 3 Likes

Software Engineer Archetypes: The 5 Branding Styles That Shape Your Tech Career

Your brand shapes how others see your value. This helps developers grow by identifying brand archetypes that can boost their influence, visibility, and career momentum.

August 1, 2025

by Otavio Santana

CORE

· 2,879 Views

How GitHub Copilot Handles Multi-File Context Internally: A Deep Dive for Developers, Researchers, and Tech Leaders

A deep dive into how GitHub Copilot handles multi-file context in real time using embeddings, symbols, and prompt queues to deliver smarter, context-aware suggestions.

August 1, 2025

by SHALLABH DIXITT

· 4,563 Views · 2 Likes

Choosing Between GCP Workflows, AWS Step Functions, and Temporal for Stateful Workflow Orchestration

GCP Workflows vs AWS Step Functions vs Temporal — a vendor-neutral look at usability, dev experience, pros/cons, and best-fit use cases.

July 31, 2025

by Ravi Teja Thutari

CORE

· 7,713 Views

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