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- max_loop: 3 → 1 (generate code once, then backtest) - fail_task_trial_limit: 20 → 5 (fewer retries per task) - Add batch backtest script for existing 1200+ factors Now the workflow goes: Step 0: Hypothesis (5 min) Step 1: CoSTEER (30 min, 1 iteration) Step 2: Runner/Backtest ← REACHED! Step 3: Feedback ← REACHED! Usage: python predix_batch_backtest.py --factors 100 # Backtest existing factors python predix_parallel.py --runs 25 -m openrouter # Generate new factors (fast)