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Start Here

Pick your path based on what you are working on right now.

1

Platform Engineer / SRE

You are responsible for keeping production AI systems running. You need to understand monitoring, alerting, and reliability patterns specific to LLMs and vector stores.

Start with: The State of Observability in 2026 →

2

ML Engineer / AI Engineer

You are building and deploying AI systems. You care about latency, throughput, evaluation, and understanding why your RAG pipeline returns bad answers.

Start with: Monitoring AI/ML Pipelines →

3

FinOps / Cloud Cost

GPU budgets are out of control and someone needs to explain to the CTO why the quarterly cloud bill looks like a mortgage payment. You need practical cost reduction strategies.

Start with: Cloud FinOps in 2026 →

4

AI Infrastructure Lead

You are making architectural decisions about AI infrastructure - Kubernetes, monitoring stacks, inference servers. You want to know what the right patterns are for 2026.

Start with: Kubernetes Monitoring Stack →

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