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.
Share common code and dependencies across Lambda functions to reduce deployment size.
Prevent cascade failures by implementing circuit breaker pattern for external service calls.
Catch vulnerabilities early by integrating security scanning into your CI workflow.
