Koda IDS Frontier: six stages, 6.89 GPU-hours.

Six stages, 6.89 GPU-hours and zero crashes: fine-tuning LFM2.5-2.6B into a security analyst. Then the audit that found a 768-token ceiling quietly swallowing the reward signal.