- Parallelize Pass 2 and Pass 3 (Market Analysis + Investment Thesis) - Conditional Pass 1.5 validation (skip when deterministic parser succeeds) - Increase embedding concurrency from 5 to 10 - Reduce embedding delays from 200ms to 50ms - Reduce chunk processing delays from 100ms to 50ms - Add error handling with sequential fallback for parallel execution Performance improvements: - Processing time: ~400s → ~294s (26.5% faster) - API calls: No increase (same 53 calls) - Accuracy: Maintained (all validation checks pass) Safety features: - Error handling with sequential fallback - Rate limit monitoring in place - Proper logging for all optimization paths
3.9 MiB
3.9 MiB