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The Builder Community Hub offers mentorship, free trials, demos and technical resources to DevOps engineers and emerging thought leaders who are passionate about sharing knowledge and connecting with the technical community.

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Contributed Content

Designing Privacy-Safe Logging at Scale: Lessons from Building Compliance-Aware Observability Systems

As regulatory scrutiny increases and distributed systems grow more complex, many organizations have accepted that privacy-safe logging is important. Fewer have figured out how to actually build it without sacrificing observability, developer velocity, or incident response effectiveness. The failure mode is consistent: logging controls are bolted on late, enforced unevenly, and trusted only when no […]

Vignesh Sundaram · Jan 8, 2026
CI/CD

Observability, SRE and Uptime in Telehealth Platforms: A DevOps Playbook

Virtual care went from nice to have to must have during the COVID-19 pandemic and while in-person visits are starting to pick up again, telemedicine is here to stay. Its growth will continue: health-tech companies are predicting the telemedicine market will be $143.49 billion by 2025 (it will be $167.74 billion in 2025 and $584.99 […]

Michael Chukwube · Dec 18, 2025
CI/CD

Malicious VS Code Extensions Take Screenshots, Steal Info

Developers were the targets of two new malicious Microsoft Visual Studio Code (VS Code) extensions created by a threat actor that security researchers believe is experimenting with methods for delivering information-stealing malware to the victims’ systems. The malicious extensions come posing as a harmless “premium dark theme” and an AI-powered coding assistant, but both – […]

Jeff Burt · Dec 10, 2025
AI

Multi-Agent System Promises Faster Bug Detection and Resolution

IT outages cost companies over $14,000 per minute. IBM Research’s Project ALICE uses multiple AI agents to help engineers find bugs faster and restore systems. Software bugs are expensive. When a critical system goes down, every minute of downtime costs revenue, frustrates customers, and strains engineering teams scrambling to find the problem. The challenge isn’t […]

Tom Smith · Dec 9, 2025
Blogs

AWS Transform Modernizes Any Codebase, App, API or Runtime

Platforms, paradigms, processes and processing itself all evolve. Because the information technology industry crosses from one chasm to another on an apparently endless loop of perpetual change, applications and wider systems need to be almost continually modernized. Amazon Web Services wants to enable that process with AWS Transform, a service that now ships with new […]

Adrian Bridgwater · Dec 2, 2025
Blogs

Second Coming of Shai-Hulud Cyberattack Ravages JavaScript Repositories

A major expansion of the self-propagating Shai-Hulud cyberattack aimed at popular node package managers (npms) used by JavaScript application developers is creating a major headache for DevSecOps teams around the globe. Based on what is being described as the “Second Coming” of Shai-Hulud, this version affects a much wider range of npms and is much […]

Mike Vizard · Nov 25, 2025