Both decision kernels now call the same __device__ helper at the top of per-backtest dispatch (after the program_lens early-return). Single source of truth for stop logic across default and bytecode-VM paths. Parity test ensures they produce identical market_target output for matched scenarios. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>