MCP vs API: What Is the Difference?
Learn the difference between MCP and APIs in beginner-friendly language, with simple examples, practical use cases, and a clear mental model.
Learn the difference between MCP and APIs in beginner-friendly language, with simple examples, practical use cases, and a clear mental model.
Learn dbt incremental models with a practical enrollment_cleaned example using materialized incremental, unique_key, is_incremental(), updated_at, and data tests.
Learn how to build business-ready fact and dimension tables in dbt using a simple Gold layer example with dim_course, dim_student, and fact_enrollment.
Learn why Codex can make Data Engineers more productive by helping with dbt YAML, column descriptions, SQL reviews, debugging, boilerplate, and project conventions.
Learn how LangChain vector stores keep embeddings searchable for RAG, semantic search, document retrieval, and beginner-friendly AI applications.
Learn how LangChain embeddings turn text into vectors for RAG, semantic search, document retrieval, clustering, and similarity workflows.
Learn how to use Codex to create a dbt Gold model from existing Silver models with clear prompts, dbt ref(), YAML tests, and a practical review workflow.