Recent Posts

• $Svelte 5 Refresher with Runes

  Svelte 5 Refresher with Runes

  Comprehensive refresher for Svelte 5 with runes, reactivity, and component patterns

  Nov 13, 2025 • Oz Akan • Technical

  
• $We Need More Data Centers

  We Need More Data Centers

  One function. Four implementations. A 173-million-times performance difference.

  Nov 7, 2025 • Oz Akan • Technical

  
• $Single-Flight Pattern

  Single-Flight Pattern

  How the single-flight pattern can prevent race conditions

  Nov 6, 2025 • Oz Akan • Technical

  
• $Time and Space Complexity Refresher

  Time and Space Complexity Refresher

  Refresher on Big O time and space complexity with interview questions

  Nov 4, 2025 • Oz Akan • Technical

  
• $Containers and Orchestration Refersher

  Containers and Orchestration Refersher

  Refresher for Docker containers and Kubernetes orchestration with interview quesions

  Nov 3, 2025 • Oz Akan • Technical

  
• $Object-Oriented Programming Refresher

  Object-Oriented Programming Refresher

  Refresher OOP concepts with interview quesions

  Nov 2, 2025 • Oz Akan • Technical

  
• $RAG vs MCP: Complementary AI Approaches

  RAG vs MCP: Complementary AI Approaches

  Understanding the differences between RAG and MCP, when to use each, and how they work together

  Nov 1, 2025 • Oz Akan • Technical

  
• $Which Loss Function Do LLMs use?

  Which Loss Function Do LLMs use?

  Exploring Cross-Entropy Loss in Large Language Models.

  Sep 9, 2025 • Oz Akan • Technical

  
• $What is Matryoshka Representation Learning (MRL)?

  What is Matryoshka Representation Learning (MRL)?

  Nesting Power and Flexibility into ML Embeddings

  Sep 5, 2025 • Oz Akan • Technical