Correctness / Inspection
Boundary Inspection
Inspection is the UI layer: boundary devtools for probabilistic execution.
What the Inspector Shows
- raw model output
- validation results
- repair transforms
- retry attempts
- final accepted output
Execution View
[LLM Output] -> [Validation] -> [Repair] -> [Retry] -> [Accepted Result]
By showing each stage explicitly, the inspector makes failures diagnosable for engineers and legible for operators.
Why It Matters
This is the interface where deterministic boundaries become practical. Teams can review concrete boundary behavior, debug quickly, and improve contracts based on evidence.