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Field notes / Latest

What production is teaching us.

Engineering notes from operating open infrastructure: the failures, design decisions, and upstream work that make open infrastructure better.

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OpenStackSeptember 21, 2026

What Actually Makes Private Cloud Operationally Difficult?

What makes private cloud difficult to operate? Explore Day 2 operations, upgrades, automation, capacity, skills, and managed cloud options.

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OpenStackSeptember 15, 2026

The Infrastructure Decisions That Are Hardest to Undo

Learn which infrastructure decisions are hardest to undo, from storage and networking to identity, integrations, data location, and APIs.

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GPUsSeptember 10, 2026

GPU Infrastructure Upgrades: CUDA, Drivers & Kubernetes

Learn how to safely upgrade production GPU infrastructure across NVIDIA drivers, CUDA, Kubernetes, firmware, containers, and AI workloads.

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Trends, best practices, and technical deep dives on open source cloud infrastructure.

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The Role of GPU Instances in AI and Machine Learning Workloads
August 27, 2025
GPU instances boost AI and machine learning with high performance and scalability, enabling faster insights and driving innovation.
The Rise of Serverless Architecture: When to Use It and Why It Matters
August 27, 2025
Discover when to use serverless and how Atmosphere’s Kubernetes, storage, and networking provide the foundation for open, scalable solutions.
August 22, 2025
Simplify Kubernetes adoption with Atmosphere: pre-configured clusters, seamless integrations, and scalable automation for enterprise cloud workloads.
August 20, 2025
Learn how to deploy hybrid clouds with OpenStack and Atmosphere for flexibility, control, and enterprise-ready scalability.
August 20, 2025
Running e-learning at scale is a feat given the tremendous appetite for AI- and lab-based learning. Here's a practical build guide if you want to deploy private clouds for GPU labs, low-latency access, and predictable costs.
August 15, 2025
Discover how Atmosphere enables secure, fast DevOps on OpenStack with IaC, CI/CD, secrets management, and continuous auditing.
August 13, 2025
Atmosphere transforms local storage in OpenStack, offering performance, scalability, and reliability for hybrid, edge, and high-performance cloud workloads.
August 11, 2025
Finops is extremely challenging to navigate for a lot of startups. You can regain cost control by automating idle resource cleanup, GPU-aware autoscaling, and policy-based infrastructure management.
August 7, 2025
Discover how Atmosphere simplifies data workloads by uniting VMs and Kubernetes for AI, big data, and IoT with seamless scalability and automation.
August 6, 2025
Check how to build a smarter, faster, and more resilient infrastructure with Atmosphere OpenStack for SaaS.