We've significantly upgraded the search retrieval pipeline, moving beyond simple vector similarity to implement a robust multi-stage ranking system. This includes temporal decay and hotness scoring for recency/relevance, followed by a cross-encoder reranker for high-precision final sorting. To ensure ongoing quality, we've also introduced a full benchmark suite to track search performance.