Searching protocol for "external validation"
External LLM validation for artifacts.
Validate external agent work.
Integrate external agent work.
Ensure render graph correctness and safe flows.
Validate external integrations upfront.
Know when to assert versus validate in TypeScript.
Stop garbage in, ensure nothing out
Ask external AI when internal sources run dry.
Verify external integrations before coding.
Validate external data at runtime boundaries.
Reliable external service integration.
Validate external inputs before processing.