AI Engineering

AI Engineering

2 articles
A glowing network of connected nodes representing vector embeddings and semantic similarity.
AI Engineering·Jun 13, 2026

Building a Related-Articles Engine with Vector Embeddings: A Production-Ready Design

How we replaced tag-based recommendations with a cached vector-embedding pipeline, and the production trade-offs we learned the hard way.

Vector embeddingsRecommendationsRedis+2
Miracle KaluMiracle Kalu
A developer typing a structured prompt into an AI coding assistant on a clean desk.
AI Engineering·Jun 13, 2026

The Art of the One-Shot Prompt: How I Get Useful First Drafts on the First Try

A senior engineer's framework for writing one-shot prompts that produce solid first drafts and cut review rounds in half.

Prompt engineeringAI-assisted codingTypeScript+2
Miracle KaluMiracle Kalu