Vol. I · Curated Curricula
Reading Paths
3 guided paths — structured sequences for deep learning
Each path is a curated sequence of reports — papers, repos, and blogs — with context for why each step comes where it does.
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intermediate~6h
Distributed Systems Fundamentals
From eventual consistency to consensus — the papers and systems that shaped modern infrastructure.
1.Dynamo — Amazon's Highly Available Key-Value Store
2.Cloudflare Engineering Blog
3.vLLM
3 steps→
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intermediate~10h
The LLM Inference Stack
From running a model on your laptop to serving billions of tokens in production.
1.llama.cpp
2.vLLM
3.Text Generation Inference
+1 more step
4 steps→
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advanced~14h
ML Engineering From Scratch
From the attention paper to a production ML system you can observe and debug.
1.Attention Is All You Need
2.HuggingFace Transformers
3.vLLM
+1 more step
4 steps→
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