Career Development Resources

Building a 300 Channel Video Encoding Server

NETINT VPU Technology with Ampere® Altra® Processors set new operational cost and efficiency standards

February 3, 2026

by John Oneill

· 2,654 Views · 1 Like

Apache Spark 4.0: What’s New for Data Engineers and ML Developers

Spark 4.0 brings Spark Connect, enhanced SQL (PIPE, VARIANT), richer Python APIs, and advanced streaming — modernizing Spark for faster, more flexible 2025 workloads.

January 12, 2026

by harshraj bhoite

· 2,223 Views

Why Data Engineers Need to Think Like Product Managers

Data engineers who think like product managers build more valuable, trusted, and user-centric data systems; they focus on outcomes, ownership, and UX, not just pipelines.

January 6, 2026

by harshraj bhoite

· 2,350 Views

Building Your Own Ledger: A Solo Developer's Answer to Time and Money Chaos

This article provides a look at how developers can track time, manage projects, and link work to invoices without juggling multiple tools.

January 5, 2026

by Konstantin Om

· 1,272 Views

How We Predict Dataflow Job Duration Using ML and Observability Data

How Real-Time Observability Signals and Cloud-Native ML Models Improve Runtime Forecasting, Capacity Planning, and Operational Efficiency in Dataflow Pipelines

December 16, 2025

by Deepika Singh

· 1,287 Views

Building Your Tech Career Like Code: A Systematic AI Approach

Instead of chasing job postings, treat your career like engineering a system: analyze data, define requirements, build a roadmap, validate, and measure progress.

December 16, 2025

by Kevin Jeter

· 1,845 Views · 1 Like

[closed] DZone's 2025 Developer Community Survey

Calling all devs! Take our annual community survey and let your voice guide DZone in 2026.

December 15, 2025

by Carisse Dumaua

· 3,245 Views · 5 Likes

Breaking Into Architecture: What Engineers Need to Know

A short, thought-provoking take on moving from engineer to architect, and how to grow the skills that support that leap.

December 10, 2025

by Syamanthaka B

· 1,724 Views · 2 Likes

How Does a Scrum Master Improve the Productivity of the Development Team?

A Scrum Master facilitates Scrum events, removes impediments, addresses inefficiencies, and facilitates collaboration to improve the development team’s productivity.

November 7, 2025

by Sandeep Kashyap

· 4,664 Views · 4 Likes

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

· 3,191 Views · 4 Likes

Improving Developer Productivity With End-to-End GenAI Enablement

Build an end-to-end developer enablement hub locally with GenAI, automating everything from requirements to deployment to boost productivity and streamline workflows.

October 30, 2025

by Nabin Debnath

· 2,622 Views · 2 Likes

From Platform Cowboys to Governance Marshals: Taming the AI Wild West

AI feels like the Wild West — platform engineers must become governance marshals to scale trust and turn chaos into safe, sustainable innovation.

October 22, 2025

by Hugo Guerrero

CORE

· 2,543 Views · 1 Like

Senior Developers, What to Read Next?

This is a subjective list of books I have advised to a great developer I know. This contains multiple subsections and covers both technical and teamwork aspects.

October 14, 2025

by Daniel Buza

· 6,730 Views · 7 Likes

CNCF Triggers a Platform Parity Breakthrough for Arm64 and x86

Actuated plus Ampere-powered runners let CNCF maintainers test and ship Arm64 natively, closing the gap with x86 across CI/CD.

October 14, 2025

by Scott Fulton III

· 2,315 Views · 2 Likes

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

· 1,595 Views · 2 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

· 4,332 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

· 2,854 Views · 1 Like

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

· 2,219 Views · 3 Likes

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

· 2,738 Views

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

· 1,770 Views · 1 Like

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