# validation
2 articlestagged with “validation”
Dual LLM Architecture Setup
Step-by-step walkthrough for implementing a dual LLM pattern where one model generates responses and a second model validates them, covering architecture design, validator prompt engineering, latency optimization, and failure handling.
dual-llmarchitecturevalidationdefense-in-depthdefensewalkthrough
Structured Output Validation
Step-by-step walkthrough for validating structured LLM outputs against schemas, covering JSON schema validation, type coercion, constraint enforcement, and handling malformed model outputs gracefully.
structured-outputvalidationjson-schemaoutput-filteringdefensewalkthrough