I write about building software and the systems behind it. Exploring full-stack engineering, architecture, and anything else that sparks my curiosity.
Event-driven architecture is powerful, but if you design it blindly your cloud bill will have a lot to say. Here is what I learned the hard way.
A real-world take on microservices and why the orchestrator-based SAGA pattern might be the most important architectural decision you will make when scaling them.
Understand how LLMs transform text into tokens, process them numerically, and why efficient tokenization matters for performance and cost.
Implement semantic search using vector embeddings and efficient indexing to enhance LLM accuracy, speed, and relevance in your applications.
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