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The comparison board feedback loop was fundamentally broken: browse blocks file:// URLs (url-validation.ts:71), so $B goto file://board.html always fails. The fallback open + $B eval polls a different browser instance. $D serve fixes this by serving the board over HTTP on localhost. The server is stateful: stays alive across regeneration rounds, exposes /api/progress for the board to poll, and accepts /api/reload from the agent to swap in new board HTML. Stdout carries feedback JSON only; stderr carries telemetry. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>