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

India's path to digital independence: AI, Cloud, and Sovereignty

Digital sovereignty has moved from theory to necessity as organizations grapple with data control and independence. At Civo Navigate India 2025, Rahul Poruri, Toshal Khawale, Deepthi Anantharam, and Kunal Kushwaha examined how nations are balancing innovation with the need for multi-jurisdictional compliance.

Harness Sweeps Three Major Categories in DevOps Dozen Awards | Harness Blog

Harness has been recognized by TechStrong Group for its comprehensive, AI-native platform vision, winning Best End-to-End DevOps Platform, Best Platform Engineering Solution, and DevOps Industry Leader of the Year. At Harness, our mission has always been simple but ambitious: to enable every software engineering team in the world to deliver code reliably, efficiently, and quickly to their users, just like the world’s leading tech companies.

Introducing Code Optimizer (beta) - Better and Safer Infrastructure Code, Right Inside Your Git

Infrastructure code rarely stays clean on its own. Teams move fast, and reviews aren’t always deep or consistent. Over time, misconfigurations build up and increase the risk of outages, security gaps, or unpredictable behavior. Static scanning tools can help, but they often require setup, expertise, and don’t always reflect how infrastructure code is actually used across environments. Code Optimizer, now in beta, helps teams catch those issues earlier.

Easy Guide for Connecting VictoriaMetrics to a Grafana Data Source

VictoriaMetrics is a fast, cost-efficient, and highly scalable time-series database designed as a drop-in replacement for Prometheus storage. It is widely used for collecting, storing, and querying metrics at scale, while remaining lightweight enough to run as a single binary or container. Because it is fully Prometheus-compatible, VictoriaMetrics supports standard PromQL queries and integrates seamlessly with Grafana.

The CES Hangover: 3 Expensive Hardware Fails That Were Actually Software Problems

The dust has settled on Las Vegas. We saw transparent TVs, cars that drive sideways, and enough “AI-powered” toothbrushes to confuse a dentist. CES is incredible at selling the dream of hardware. The demos are slick, the lighting is perfect, and everything works on the showroom floor. But as engineers, we know the dirty secret of CES: The hardware is the easy part.

Observability Pricing Models: How to Evaluate Cost, Value, and Predictability

Observability pricing often seems reasonable at the outset, but many organizations discover their real complexity only as environments scale and usage patterns change. As environments grow more complex and hybrid by default, many organizations struggle with rising costs, fragmented tools, and pricing models that complicate cost predictability and long-term planning.

Fleet Management and Terraform: Use cases and best practices for managing collectors in Grafana Cloud

Earlier this year we launched Grafana Cloud Fleet Management to address the pain that comes with managing scores of telemetry collectors across departments and environments. We've been excited to see how organizations are using it to manage collectors at scale, but we've also heard from users who aren't sure how Fleet Management fits with their existing infrastructure-as-code tooling. The good news is Fleet Management is designed specifically to complement—not replace—tools like Terraform.