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

OTel Naming Best Practices for Spans, Attributes, and Metrics

An incident’s in progress. Services are slow, customers are frustrated, and your dashboards… look fine. At least, until you search for payment metrics and get 47 different names for the same signal. Suddenly, the real issue isn’t latency — it’s inconsistency. The OpenTelemetry project recently published a three-part series on naming conventions to solve exactly this problem.

Introduction to Facts in Puppet

Unlock the full potential of your Puppet infrastructure with a deep dive into Puppet Facts. This guide explains how Puppet uses facts to gather real-time data, making your code more dynamic, adaptable, and aware of the systems it manages. Discover the different types of facts, from simple structured data to secure trusted facts, and learn how to leverage them for enhanced visibility and standardization across your entire estate.

Why Now Is The Time To Put In A 2026 Budget Request For Cost Management Software

As the Senior Manager of Finance & Accounting here at CloudZero, and with a career in FP&A that includes tenures at large public companies, I’ve spent a significant amount of time observing the interactions between the folks who plan the company’s budget and those who spend it. While engineering and operations teams focus on the execution side, my team ensures that the company has the resources required to make each endeavor a success.

The Developer's Guide to Debugging AI-Generated Code

AI coding tools like ChatGPT, GitHub Copilot, and Claude have completely changed how we write software. From humble beginnings where non-AI-enabled code assistants made intelligent code suggestions, like Intellisense, the latest agentic tools can generate entire functions, suggest optimal algorithms, and even scaffold complete applications in minutes. However, as any developer who’s worked with AI-generated code knows, the output isn’t always perfect.
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Accelerating Software Development: Modern SDLC Practices with AI and Automation

Modern software teams - especially in fast-paced SaaS startups - face constant pressure to deliver features quickly without compromising quality. The Software Development Life Cycle (SDLC) has evolved significantly in recent years, and embracing new AI-powered tools and automated workflows can dramatically increase a team's velocity. In this whitepaper, we'll explore how a small team of developers can work smarter and faster by integrating AI assistants, AI pair programming, modern Git workflows, and automated testing into their SDLC.

env zero Unveils Enhanced Cloud Governance Platform to Future-Proof Infrastructure Delivery in the AI Era

env zero today announced the next evolution of its Cloud Governance Platform. Designed for the speed, scale, and complexity of the AI era, and marked by a fresh new look and feel, the enhanced env zero platform empowers enterprises to deliver infrastructure 10x faster without losing control of infrastructure governance, security, compliance and cost oversight.

The AI Velocity Paradox

AI-powered coding alone isn’t enough. True software delivery velocity requires end-to-end automation and intelligent governance across the entire lifecycle. Harness enables organizations to escape the AI Velocity Paradox by unifying speed, safety, and resilience, turning rapid development into a sustainable competitive advantage. The widespread adoption of AI coding assistants is transforming software engineering.

We've raised $13M Series A to make DevOps so simple, it feels unfair

I'm excited to announce our $13M Series A, led by IRIS and Crane Venture Partners with support from Datadog founders and Speedinvest. This investment will fuel our mission to make DevOps simple and scalable, expand in the US and Europe, and accelerate product innovation.