Month: December 2025

Implement semantic caching to avoid redundant LLM calls and reduce API costs.

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

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

Five years ago, I would have dismissed Python type hints […]

Build modular, tested, documented data transformations with dbt.

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