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Vincil Bishop

Senior Deep Learning Architect, AWS

Vincil Bishop is a Senior Deep Learning Architect in AWS Forward Deployed Engineering and a contributor to Stickler.

1 post

October 20, 2026

Evaluating structured agent output, field by field, with Strands Evals

StructuredOutputSimilarity scores structured agent output field by field with Stickler: deterministic, per-field accuracy with no LLM judge in the default path.

Spencer RomoVincil BishopDiego GalavízHarry CavanaghHayley Park