Issues

• Data governance guide: retention, erasure, isolation, who decides

  documentationfeedback
  mongodb-developer/vercel-ai-memory#23 · Filter by author Pash10g opened on Nov 8, 2026

• Recall-quality eval harness: labeled facts, precision per tier in CI

  enhancementfeedbackhelp wanted
  mongodb-developer/vercel-ai-memory#22 · Filter by author Pash10g opened on Nov 8, 2026

• Merge near-duplicate semantic facts by embedding similarity

  enhancementfeedback
  mongodb-developer/vercel-ai-memory#21 · Filter by author Pash10g opened on Nov 8, 2026

• Optional sliding expiry for scratchpad so notes do not expire mid-conversation

  enhancementfeedback
  mongodb-developer/vercel-ai-memory#20 · Filter by author Pash10g opened on Nov 8, 2026

• Retrieval receipts: record which memories a generation used (onRetrieve hook)

  enhancementfeedback
  mongodb-developer/vercel-ai-memory#19 · Filter by author Pash10g opened on Nov 8, 2026

• Record provenance for promote / forget decisions (who decided, why, source id)

  enhancementfeedback
  mongodb-developer/vercel-ai-memory#18 · Filter by author Pash10g opened on Nov 8, 2026

• Add eraseUser(userId) for hard deletion across all tiers, including history versions

  enhancementfeedback
  mongodb-developer/vercel-ai-memory#17 · Filter by author Pash10g opened on Nov 8, 2026

• extraFilterFields (e.g. tenant_id) is indexed but never written or applied in search

  bugdocumentationpriority: ASAP
  mongodb-developer/vercel-ai-memory#16 · Filter by author Pash10g opened on Nov 8, 2026
  

• Switching embedding modes on an existing database leaves earlier memories unsearchable

  mongodb-developer/vercel-ai-memory#11 · Filter by author atandon2024 opened on Nov 3, 2026