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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

NVIDIA's Jensen Huang just described your next big cost problem

On March 18, Jensen Huang took the stage at NVIDIA’s GTC conference in San Jose for a keynote that ran well over two hours — covering everything from CUDA’s 20-year history to humanoid robots that may one day wander Disneyland. But buried inside the spectacle was a remarkably clear-eyed articulation of the economic forces now bearing down on every enterprise that builds on cloud infrastructure.

Best VPS Providers in 2026: Ranking by Price, Performance, and Support Quality

Choosing a VPS provider directly impacts application performance, service availability, and overall infrastructure costs. While dozens of companies offer virtual servers, the real differences in performance, server geography, and support quality are substantial.

Beyond Traditional Banking: Buying a Dedicated Server with Crypto

As digital projects scale, the standard virtual private server often becomes insufficient to handle the increased traffic, complex database queries, and intensive computational workloads. When a business reaches this critical growth phase, migrating to a dedicated server is the logical next step. However, for those who value corporate privacy and wish to operate outside the traditional, heavily monitored banking system, the ability to buy dedicated server with crypto is an absolute game-changer.

How to set up Incident Alert Routing rules effectively

When an incident triggers, the question is not just what broke but also how urgent it is and who on your team needs to respond. Alert Routing rules answer those questions automatically. You define the conditions once and the right response follows every time an incident triggers. Every Alert Routing rule does one or more of these three things: Three conditions drive all of it: incident payload, time of occurrence, and frequency.

The Hidden AI Bill: Why Non-Prod LLM Costs Spiral

Most teams know they are spending money on AI in production. Far fewer realize how much they are spending outside production. It’s easy to get lost as you evaluate which model has the best responses, is fast enough, and cheap enough to run in production. That is because the AI bill usually shows up as a giant blob. It is easy to see the total.

Intelligent Caching for CI/CD Build Optimization | Harness Blog

‍ We've all been there. You push a PR, grab coffee, check Slack, maybe start a side conversation — and your build is still running. Multiply that across a team of 50 engineers, and you're looking at hours of lost focus every single day. Slow CI/CD builds don't just waste time. They generate a steady stream of "CI is slow" tickets that eat into your platform team's roadmap. Intelligent caching is one of the fastest ways to break that cycle.

Parallel Execution in Modern CI: Best Practices & Results | Harness Blog

Definition: Parallel execution in CI is the practice of running independent build, test, or deployment tasks concurrently to reduce feedback time, improve resource utilization, and control infrastructure costs. Developers often spend almost half their time waiting for builds that could be faster. Simply adding more resources is not enough. Real improvements come from planned parallelism, using concurrency together with test intelligence, caching, and strong governance.

VirtualMetric DataStream + Splunk: Pre-Ingest CIM Normalization Without the TA Tax

Splunk is built around a deceptively simple premise: get your data in, search it, and act on it. In practice, the gap between “get your data in” and “data that actually works in Splunk ES” is where most of the engineering effort goes. CIM normalization is non-trivial. Technology Add-on development is slow. Volume-based licensing penalizes growth. And the combination means that as environments expand, Splunk becomes harder to operate efficiently.