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      "title": "Local backup tools: export/import (E2EE)",
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      "id": 14,
      "title": "Cloud adapters: backup/sync & payments stubs",
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      "title": "Purge job & admin delete paths",
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      "title": "Test suite: privacy & hybrid search",
      "description": "Cross-tenant leakage, redaction invariants, TTL/purge, lexical vs hybrid parity, hosted vs local parity.",
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      "id": 17,
      "title": "Enable Qwen-2.5-Coder with tool support (Happy-Code profile)",
      "description": "Prepare system prompt + registry injection + JSON-only protocol enforcement; provide tool schemas and example transcripts; validate with kom.memory/local backup tools.",
      "status": "todo",
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      "status": "todo",
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      "createdAt": "2025-10-13T23:29:43.303Z",
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      "id": 19,
      "title": "DAL skeleton + SQL calls (pgvector)",
      "description": "Create DAL interfaces and pgvector implementation stubs: connect, begin/commit, upsert item/chunk/embedding, search (text+vector placeholder), prepared SQL in sql/pg. Wire handlers to DAL in no-op mode.",
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      "id": 20,
      "title": "Claude Code integration rescue plan",
      "description": "Stabilize Qwen-2.5-Coder inside Claude Code despite heavy system prompts: hard system override, JSON-only protocol, stop-sequences, tool registry injection, and fallback DSL.",
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      "title": "DAL Phase 1: libpq/pqxx wiring + SQL calls",
      "description": "Link pqxx, implement PgDal against Postgres+pgvector: connect/tx, ensureNamespace, upsertItem/Chunks/Embeddings, searchText (FTS/trgm), searchVector (<->). Provide DSN via env; add cmake find + link.",
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          "title": "Search: FTS/trgm + vector <-> with filters (namespace/thread/tags)",
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      "title": "Handlers → DAL integration",
      "description": "Wire kom.memory.v1.upsert_memory/search_memory to IDatabase. Parse JSON with a real parser, validate against schemas, enforce scope and sensitivity rules.",
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      "description": "Expand CTest to cover DAL-backed upsert/search and backup export/import; include error cases and schema violations; run against build-komhands.",
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      "title": "Implement KompanionAI SDK",
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