Context engineering: understanding when to add and remove context. Explore why most single-turn LLM applications benefit from larger context windows, when context rot actually matters, and how to manage it effectively.
Read more →Explore how BAML makes LLM tool orchestration transparent and testable. See a practical example of document extraction with multi-model support and learn why lower-level abstractions can be powerful.
Read more →Learn how structured outputs transform LLMs from unpredictable text generators into reliable components for production applications. See practical examples using Pydantic and JSON schemas.
Read more →Discover how AI agents excel when given purpose-built CLI tools. Learn why building niche developer tools is easier than ever and see a practical example with afcli for Airflow development.
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