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Deep dives into software engineering, AI systems, and technical architecture.

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Building Production RAG Systems: Architecture, Pitfalls, and Evaluation

A deep dive into Retrieval-Augmented Generation systems — from chunking strategies and embedding models to evaluation frameworks and production deployment.

·18 min read

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Security

SAST vs DAST vs SCA: A Comprehensive Security Testing Guide

Understanding the differences between Static Application Security Testing, Dynamic Application Security Testing, and Software Composition Analysis — when to use each, and how they complement each other.

·12 min read

AI

Building Knowledge Graphs from Unstructured Web Data

A practical guide to constructing knowledge graphs from web data — from scraping and entity extraction to Neo4j storage and graph-based question answering.

·15 min read