Smaller Bites, Bigger Meals: What We Learned Running Opus 4.7 in Offensive Workflows

XBOW's early access to Opus 4.7: fewer findings at fixed completions initially, because the model works in smaller, more careful steps; the approach pays off with the right workflow structure.