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Persist memory-version token counts for retrieval packing
area:performanceScalability, latency, batching, and hot-path performanceScalability, latency, batching, and hot-path performancearea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingenhancementNew feature or requestNew feature or requestP2Useful improvement, not blocking near-term viabilityUseful improvement, not blocking near-term viabilityStatus: Open.#24 In Meriem-BM/memrise;Tune pgvector HNSW search parameters per query type
area:embeddingsEmbedding providers, vector storage, caching, and semantic retrievalEmbedding providers, vector storage, caching, and semantic retrievalarea:performanceScalability, latency, batching, and hot-path performanceScalability, latency, batching, and hot-path performancearea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingenhancementNew feature or requestNew feature or requestP2Useful improvement, not blocking near-term viabilityUseful improvement, not blocking near-term viabilityStatus: Open.#23 In Meriem-BM/memrise;Add API rate limiting and per-namespace quotas
area:apiHTTP API, middleware, auth, limits, and public surfaceHTTP API, middleware, auth, limits, and public surfacearea:performanceScalability, latency, batching, and hot-path performanceScalability, latency, batching, and hot-path performancearea:securitySecurity, prompt injection, data leakage, and secret handlingSecurity, prompt injection, data leakage, and secret handlingenhancementNew feature or requestNew feature or requestP1High priority improvement after P0 workHigh priority improvement after P0 workStatus: Open.#22 In Meriem-BM/memrise;Add cross-scope isolation tests for retrieval and graph traversal
area:graphKnowledge graph claims, projection, traversal, and graph retrievalKnowledge graph claims, projection, traversal, and graph retrievalarea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingarea:securitySecurity, prompt injection, data leakage, and secret handlingSecurity, prompt injection, data leakage, and secret handlingenhancementNew feature or requestNew feature or requestP0Highest priority; blocks production-scale correctness or viabilityHighest priority; blocks production-scale correctness or viabilityStatus: Open.#20 In Meriem-BM/memrise;Harden retrieved-memory replay against prompt injection and leaked secrets
area:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingarea:securitySecurity, prompt injection, data leakage, and secret handlingSecurity, prompt injection, data leakage, and secret handlingenhancementNew feature or requestNew feature or requestP0Highest priority; blocks production-scale correctness or viabilityHighest priority; blocks production-scale correctness or viabilityStatus: Open.#19 In Meriem-BM/memrise;Seed graph retrieval from top channel hits
area:graphKnowledge graph claims, projection, traversal, and graph retrievalKnowledge graph claims, projection, traversal, and graph retrievalarea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingenhancementNew feature or requestNew feature or requestP1High priority improvement after P0 workHigh priority improvement after P0 workStatus: Open.#18 In Meriem-BM/memrise;Add answer-level feedback credit assignment
area:feedbackOutcome learning, usefulness updates, and credit assignmentOutcome learning, usefulness updates, and credit assignmentarea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingenhancementNew feature or requestNew feature or requestP1High priority improvement after P0 workHigh priority improvement after P0 workStatus: Open.#17 In Meriem-BM/memrise;Bound retrieval candidate generation to channel candidates
area:performanceScalability, latency, batching, and hot-path performanceScalability, latency, batching, and hot-path performancearea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingenhancementNew feature or requestNew feature or requestP0Highest priority; blocks production-scale correctness or viabilityHighest priority; blocks production-scale correctness or viabilityStatus: Open.#14 In Meriem-BM/memrise;Improve lexical and identifier retrieval scoring
area:lexicalKeyword, lexical, FTS, BM25, and identifier searchKeyword, lexical, FTS, BM25, and identifier searcharea:retrievalRetrieval pipeline, candidate generation, ranking, and packingRetrieval pipeline, candidate generation, ranking, and packingenhancementNew feature or requestNew feature or requestP1High priority improvement after P0 workHigh priority improvement after P0 workStatus: Open.#13 In Meriem-BM/memrise;Evaluate BM25 for lexical retrieval ranking
enhancementNew feature or requestNew feature or requestStatus: Open.#12 In Meriem-BM/memrise;