- Using middleware to implement retry logic, fallback mechanisms, or error reporting The middleware catches TimeoutError from an unstable data service and replaces it ...

Ari Kernel middleware provides single-function wrappers that secure any AI agent framework with zero architecture changes. Wrap your agent, keep your code. Note: Python middleware wrappers shown below ...