- [LLM] line per call: stage, model, prompt size, output size, cost, parsed item counts - LLM_RAW_DUMP: full prompt/response JSON per call under outputs/<job>/llm_raw/ - Cost block at tail of job.log (per-stage, per-model, cached vs live) - Agent mode: reset llm cost counters per job; review finalization now teed into job.log + dumps