evaluator 2

Evidence-backed UI delivery for coding agents working on existing Web products: declared criteria, criterion-bound artifacts, findings linked to declarations, and repair guidance. Evaluator review does not replace human semantic approval.

DSH Agent experiment & A/B comparison — run the same coding task in two isolated workspaces and compare objective metrics (wall time, turns, tokens, diff, evaluator results).