Year: 2025

Use structured prompt templates to get reliable, formatted responses from LLMs.

Implement semantic search using text embeddings for more relevant results than keyword matching.

Build modular, tested, documented data transformations with dbt.

The evolution of container orchestration has reached an inflection point […]

Use table partitioning to dramatically speed up queries on large datasets.

Use MERGE (upsert) for safe, rerunnable data pipelines that handle duplicates gracefully.