Blog Series

Deep-dive into complex topics through structured, multi-part series. Each series is designed to build your knowledge progressively.

Featured Series

completeFeatured Series

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Mermaid Diagrams in Next.js

A journey from over-engineered build-time rendering to elegant client-side solutions. Explores three architectures and learns valuable lessons about premature optimization.

3 / 3 episodes

49 min total

intermediate

What you'll learn:

✓Understand trade-offs between build-time and runtime rendering
✓Implement interactive diagram controls
✓Recognize and avoid premature optimization

Active Series

2 series

active

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Tiny Language Models

Master the art of building efficient, production-ready LLMs under 3B parameters. From architectural foundations to edge deployment, learn how to achieve 80% of GPT-4 capability at 1% of the cost.

llmmachine-learningai+2

active

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NanoChat: Building ChatGPT for $100

Complete walkthrough of training a ChatGPT-like model from scratch using Andrej Karpathy's nanochat project. Learn the full LLM pipeline: tokenization, pretraining, fine-tuning, and deployment in just 4 hours.

llmmachine-learningai+3

Complete Series

1 series

complete

📊

Mermaid Diagrams in Next.js

A journey from over-engineered build-time rendering to elegant client-side solutions. Explores three architectures and learns valuable lessons about premature optimization.

nextjsmermaidoptimization+1