Culture and Methodologies Resources

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

· 2,311 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

· 1,708 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

· 2,705 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

· 1,977 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

· 2,684 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

· 4,392 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

· 1,521 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

· 2,593 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

· 2,264 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

· 4,422 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

· 1,751 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

· 3,306 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

· 3,340 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

· 2,806 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

· 2,704 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

· 4,300 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

· 7,077 Views

Amazon Q Developer: The Future of AI-Enhanced Coding Productivity

In this article, learn how Amazon Q Developer, an AI-powered coding assistant, boosts productivity with smart code suggestions, tests, docs, and refactoring tools.

July 31, 2025

by Dinesh B

· 2,135 Views · 2 Likes

Mastering Agile: Principles, Practices, and Real-World Insights

In the digital-first world, where customers need to adapt fast and technology advances at a breakneck speed, software development teams require more than technical skills. Here's how Agile can help.

July 30, 2025

by SAURABH AGARWAL

· 6,320 Views · 2 Likes

The Developer's Guide to Cloud Security Career Opportunities

The question isn't whether you should consider cloud security — it's how quickly you can position yourself to take advantage of the opportunities.

July 30, 2025

by Philip Piletic

CORE

· 2,389 Views · 2 Likes

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