Tag: AI

Use structured JSON logging for better searchability and analysis in cloud environments.

Share common code and dependencies across Lambda functions to reduce deployment size.

Prevent cascade failures by implementing circuit breaker pattern for external service calls.

Handle rate limits and transient failures gracefully with exponential backoff.

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

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