How Kubernetes Is Maximizing Hardware Efficiency with DRA
Kubernetes has introduced Dynamic Resource Allocation (DRA) in versions 1.34 and 1.35, reports TNS Senior Editor Joab Jackson. This functionality, exposed as a set of new extensible Kubernetes APIs, will help organizations maximize hardware efficiency by replacing simple device plug-ins with detailed, attribute-based resource management. Find out more about what the new Kubernetes APIs enable.
In other technology trends we’re discussing:
In this week’s edition of TNS Makers, LaunchDarkly CEO Edith Harbaugh discusses how software development has evolved from rigid biannual release cycles to a continuous flow where AI models are treated as standard backend tools. She explains to TNS Publisher Alex Williams her vision of a future with “self-healing software.” Find out more about what that means.
In a new sponsored ebook, TNS regular contributor and tech journalist Jennifer Riggins provides a strategic playbook for enterprises to move beyond AI code generation to resolve documentation debt, modernize legacy systems and automate code reviews. Find out why Jennifer recommends organizations start with “safe” AI experimentation in technical teams before scaling AI strategy to the broader organization.
By embracing specialized clouds and distributing workloads intelligently, companies can build the flexibility to adapt when — not if — things go wrong.
When Amazon Web Services went down in October, the ripple effects were immediate. Major retailers, platforms and SaaS applications across the web went dark. A few days later, Microsoft Azure experienced its own...
Upcoming Webinar: Cloud Cost Optimization Isn’t Broken. The Approach Is.
Cloud spend compounds quietly. Shift left by building cost control and governance into engineering workflows from day one. In this webinar, Harness experts will dive into how to keep Kubernetes aligned, eliminate drift, and enforce best practices by default.
The next year will be about scaling AI, which requires a hard look at your data infrastructure. Are your databases, governance and vendor strategies ready?
This release also features 60 enhancements, including a specialized KYAML format and gang scheduling for AI workloads, while phasing out legacy components like Ingress Nginx and cgroup v1.
In this episode of The New Stack Makers, we discussed how AI is reshaping developer roles, why GitLab is building an agent orchestration platform, and what the "meta agent" of the future might look like.
From Playbooks to Gamebooks: Why Static Security Response Is Giving Attackers the Advantage
Gamebooks introduce measured unpredictability- from an attacker's external perspective, where response varies by context, while maintaining full auditability internally.
