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What We Can Learn from Netflix Chaos Engineering for Model Robustness
LLMs don’t just fail silently — they fail expensively. Here's how chaos engineering principles can prevent your model from becoming a black box in…
Jun 28
•
Sharon Sahadevan
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What We Can Learn from Netflix Chaos Engineering for Model Robustness
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Kubernetes Was Never Meant for LLMs - So Why Are We Doing It Anyway?
In 2023, Kubernetes became the go-to platform for everything.
Jun 25
•
Sharon Sahadevan
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Kubernetes Was Never Meant for LLMs - So Why Are We Doing It Anyway?
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Coding Challenge #5 Parallel Ping Tool in Go
DevOps Coding Challenge #2: Parallel Ping Tool in Go
Jun 19
•
Sharon Sahadevan
1
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Coding Challenge #5 Parallel Ping Tool in Go
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Do I Need a Math Background to Understand Machine Learning?
Machine learning is not just math and code — it's about patterns, predictions, and perception
Jun 14
•
Sharon Sahadevan
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Do I Need a Math Background to Understand Machine Learning?
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LLMs: What DevOps Engineers Actually Need to Know
Everyone is talking about LLMs. Few understand how they work. Even fewer know how to run them in production.
Jun 3
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Sharon Sahadevan
1
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LLMs: What DevOps Engineers Actually Need to Know
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May 2025
You Don’t Need to Be a Mathematician to Be an MLOps Engineer
Why Systems Thinking, Not Calculus, Will Make You Great at ML Infrastructure
May 25
•
Sharon Sahadevan
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You Don’t Need to Be a Mathematician to Be an MLOps Engineer
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How I Installed NVIDIA Drivers on an Azure H100 VM (Airgapped Setup)
A Step-by-Step Guide to Installing NVIDIA Drivers and CUDA on Azure H100 SXM VMs in Airgapped Environments
May 14
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Sharon Sahadevan
1
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How I Installed NVIDIA Drivers on an Azure H100 VM (Airgapped Setup)
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Coding Challenge #5: Kubernetes Autoscaling Simulator
Practical coding challenge for Devops Engineers.
May 10
•
Sharon Sahadevan
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Coding Challenge #5: Kubernetes Autoscaling Simulator
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Kubernetes Services: Understanding Request Flow
Understand ClusterIP, NodePort, LoadBalancer, and Ingress.
May 8
•
Sharon Sahadevan
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Kubernetes Services: Understanding Request Flow
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April 2025
Coding Challenge #4
Pod Resource Hog Detector
Apr 26
•
Sharon Sahadevan
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Coding Challenge #4
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Coding Challenge #3
Stuck Jobs Finder — Detect Hanging CronJobs and Kubernetes Jobs
Apr 20
•
Sharon Sahadevan
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Coding Challenge #3
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Unlocking Secure Access: Mastering OAuth in Cloud-Native Environments
A Comprehensive Guide to OAuth 2.0 for Kubernetes and Cloud-Native Applications
Apr 20
•
Sharon Sahadevan
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Unlocking Secure Access: Mastering OAuth in Cloud-Native Environments
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