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2 posts

technicalengineer
26-Jan-2026

Embedding vs Knowledge Graphs for Code Intelligence

Vector embeddings find similar code. Knowledge graphs find connected code. Why the best systems use both.

Tariro Mukandi
technicalengineer
24-Jan-2026

Building Scalable AI Applications: Architecture Patterns That Actually Work

Practical architecture patterns for AI-powered applications — from RAG pipelines to agent orchestration. Lessons from building production AI systems.

Vivian M. Otieno