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MLOps 09 - GPU Infrastructure and Scaling
Why ML workloads demand specialized infrastructure and how to approach GPU scaling
Lectures
All posts in the Lectures
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MLOps 10 - Building an MLOps Platform
How to bring all MLOps components together into a unified platform
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Platform Engineering 01 - What Is Platform Engineering?
What platform engineering actually is, why it emerged, and how it differs from DevOps
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Platform Engineering 02 - Anatomy of an Internal Developer Platform
What actually goes inside an Internal Developer Platform โ the five planes, how they connect, and the build vs buy decision
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Platform Engineering 03 - Developer Experience as a North Star
Why developer experience should guide every platform decision, how to measure it, and the anti-patterns that kill it
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Platform Engineering 04 - Designing Golden Paths
How to design golden paths that developers actually want to follow โ principles, step-by-step process, and handling teams that go off-road
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Platform Engineering 05 - Infrastructure as Code for Platforms
Why IaC is the backbone of any platform, and how tools like Terraform, Pulumi, and Crossplane compare when building self-service infrastructure
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Platform Engineering 06 - Developer Portals and Service Catalogs
How developer portals like Backstage bring order to the chaos of scattered docs, tools, and tribal knowledge
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Platform Engineering 07 - Platform as a Product
Why your internal platform needs product management, user research, and the voluntary adoption test