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by Oz Akan
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Posts in
2025
$Subword Tokenization Algorithms
Subword Tokenization Algorithms
Understanding the algorithms behind tokenization in Large Language Models.
Jul 31, 2025
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Oz Akan
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Technical
$What is LLM Inference?
What is LLM Inference?
Understanding how Large Language Models generate text through the inference process.
Jul 30, 2025
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Oz Akan
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Technical
$CUDA Programming: An Introduction
CUDA Programming: An Introduction
Getting started with CUDA programming: Hello Threads
Jul 28, 2025
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Oz Akan
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Technical
$A Tale of Software Rot
A Tale of Software Rot
A fictional story about systematically eliminating duplication to prevent software rot in a growing engineering organization.
Jul 24, 2025
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Oz Akan
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Technical
$SOLID Principles with Examples
SOLID Principles with Examples
It is better with examples.
Jul 21, 2025
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Oz Akan
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Technical
$OAuth 2.0 Flows, Security and Best Practices
OAuth 2.0 Flows, Security and Best Practices
Comprehensive OAuth 2.0 reference covering authorization flows, PKCE, token security, SPA patterns, and implementation best practices with detailed diagrams.
Jun 15, 2025
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Oz Akan
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Technical
$Decision Tree: DyanamoDB vs Aurora PostgreSQL
Decision Tree: DyanamoDB vs Aurora PostgreSQL
Which one should you pick
Jun 2, 2025
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Oz Akan
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Technical
$The Agentic AI Hype
The Agentic AI Hype
The Overhyped Buzzword That’s Just AI With To-Do Lists.
May 14, 2025
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Oz Akan
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Technical
$Embedding Selection for RAG Systems
Embedding Selection for RAG Systems
At the heart of every effective RAG implementation lies a crucial decision: which embedding model to use.
May 12, 2025
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Oz Akan
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Technical
$Diffusion Based Language Models
Diffusion Based Language Models
Instead of writing sequentially, DLMs start with something like noisy or scrambled text and gradually denoise it over several steps.
May 1, 2025
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Oz Akan
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Technical
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