tandem-memory 0.6.9

Memory storage and embedding utilities for Tandem
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use pgvector::Vector;

use super::*;
use crate::types::{
    memory_key_scope_from_metadata, owner_org_unit_id_from_metadata, owner_subject_from_metadata,
    tenant_shared_from_metadata, CleanupLogEntry, ClearFileIndexResult, GlobalMemoryWriteResult,
    MemoryLayer, MemoryNode, MemoryTenantScope, SourceObjectLifecycleRecord,
    SourceObjectLifecycleState,
};

fn deployment(scope: &crate::types::MemoryTenantScope) -> &str {
    scope.deployment_id.as_deref().unwrap_or("")
}

fn reject_narrowed_bulk_scope(scope: &MemoryReadScope, operation: &str) -> MemoryStoreResult<()> {
    if scope.org_unit.is_some() || scope.subject.is_some() {
        return Err(MemoryStoreError::new(
            MemoryStoreErrorKind::ScopeViolation,
            format!("PostgreSQL {operation} cannot widen an org-unit/subject scope"),
        ));
    }
    Ok(())
}

fn selector_tier(selector: &MemoryChunkSelector) -> String {
    serde_json::to_value(selector.tier)
        .ok()
        .and_then(|value| value.as_str().map(ToString::to_string))
        .unwrap_or_else(|| "session".to_string())
}

fn validate_chunk_selector(selector: &MemoryChunkSelector) -> MemoryStoreResult<()> {
    match selector.tier {
        crate::types::MemoryTier::Session
            if selector.session_id.as_deref().is_none_or(str::is_empty) =>
        {
            Err(MemoryStoreError::invalid(
                "tier=session requires a non-empty session_id",
            ))
        }
        crate::types::MemoryTier::Project
            if selector.project_id.as_deref().is_none_or(str::is_empty) =>
        {
            Err(MemoryStoreError::invalid(
                "tier=project requires a non-empty project_id",
            ))
        }
        _ => Ok(()),
    }
}

impl PostgresMemoryStore {
    fn encode_entity_payload<T: serde::Serialize>(
        &self,
        tenant: &MemoryTenantScope,
        entity_type: &str,
        key1: &str,
        key2: &str,
        value: &T,
    ) -> MemoryStoreResult<EncodedPayload> {
        let key_scope = MemoryKeyScope::new(
            tenant,
            tandem_enterprise_contract::DataClass::Internal,
            None,
        );
        let row_id = serde_json::to_string(&(
            &tenant.org_id,
            &tenant.workspace_id,
            deployment(tenant),
            entity_type,
            key1,
            key2,
        ))
        .map_err(|error| store_error("encode PostgreSQL entity identity", error, false))?;
        self.encode_payload(value, &key_scope, &row_id)
    }

    async fn upsert_entity<T: serde::Serialize>(
        &self,
        scope: &MemoryWriteScope,
        entity_type: &str,
        key1: &str,
        key2: &str,
        value: &T,
    ) -> MemoryStoreResult<()> {
        if scope.org_unit.is_some() || scope.subject.is_some() {
            return Err(MemoryStoreError::new(
                MemoryStoreErrorKind::ScopeViolation,
                "PostgreSQL entity writes cannot persist org-unit/subject scope",
            ));
        }
        let (data, ciphertext, envelope, policy_id, audit_id) =
            self.encode_entity_payload(&scope.tenant, entity_type, key1, key2, value)?;
        let client = self.client().await?;
        client
            .execute(
                "INSERT INTO tandem_memory_entities
                    (tenant_org_id,tenant_workspace_id,tenant_deployment_id,entity_type,key1,key2,
                     data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id)
                 VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11)
                 ON CONFLICT (tenant_org_id,tenant_workspace_id,tenant_deployment_id,entity_type,key1,key2)
                 DO UPDATE SET data=EXCLUDED.data,data_ciphertext=EXCLUDED.data_ciphertext,
                   data_envelope=EXCLUDED.data_envelope,
                   data_policy_decision_id=EXCLUDED.data_policy_decision_id,
                   data_audit_id=EXCLUDED.data_audit_id,updated_at=now()",
                &[
                    &scope.tenant.org_id,
                    &scope.tenant.workspace_id,
                    &deployment(&scope.tenant),
                    &entity_type,
                    &key1,
                    &key2,
                    &data,
                    &ciphertext,
                    &envelope,
                    &policy_id,
                    &audit_id,
                ],
            )
            .await
            .map_err(|error| store_error("write PostgreSQL memory entity", error, true))?;
        Ok(())
    }

    pub(super) async fn write_impl(
        &self,
        request: MemoryStoreWriteRequest,
    ) -> MemoryStoreResult<MemoryStoreWriteResult> {
        match request {
            MemoryStoreWriteRequest::Chunk {
                scope,
                chunk,
                embedding,
            } => {
                if scope.tenant != chunk.tenant_scope
                    || scope.subject != chunk.subject
                    || scope.org_unit != owner_org_unit_id_from_metadata(chunk.metadata.as_ref())
                {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::ScopeViolation,
                        "chunk ownership does not match the PostgreSQL write scope",
                    ));
                }
                if embedding.len() != self.embedding_dimension {
                    return Err(MemoryStoreError::invalid(format!(
                        "embedding dimension mismatch: expected {}, got {}",
                        self.embedding_dimension,
                        embedding.len()
                    )));
                }
                let key_scope =
                    memory_key_scope_from_metadata(&scope.tenant, chunk.metadata.as_ref())
                        .with_owner_subject(scope.subject.clone());
                let (data_class, source_binding_id) = Self::key_scope_columns(&key_scope)?;
                let (vector, ciphertext, envelope, policy_id, audit_id) =
                    match self.search_surface_mode {
                        PostgresSearchSurfaceMode::PlaintextPgvector => {
                            (Some(Vector::from(embedding)), None, None, None, None)
                        }
                        PostgresSearchSurfaceMode::EncryptedRerank => {
                            let (ciphertext, envelope, policy_id, audit_id) =
                                self.encrypt_embedding(&embedding, &key_scope, &chunk.id)?;
                            (
                                None,
                                Some(ciphertext),
                                envelope.map(|value| json_value(&value)).transpose()?,
                                Some(policy_id),
                                Some(audit_id),
                            )
                        }
                        PostgresSearchSurfaceMode::Disabled => (None, None, None, None, None),
                    };
                let (data, data_ciphertext, data_envelope, data_policy_id, data_audit_id) =
                    self.encode_payload(&chunk, &key_scope, &chunk.id)?;
                let tenant_shared = tenant_shared_from_metadata(chunk.metadata.as_ref());
                let client = self.client().await?;
                let changed = client
                    .execute(
                        "INSERT INTO tandem_memory_chunks
                       (id,tenant_org_id,tenant_workspace_id,tenant_deployment_id,
                        owner_org_unit_id,owner_subject,tenant_shared,data_class,source_binding_id,source,tier,project_id,session_id,source_path,
                        created_at,data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id,
                        embedding,embedding_ciphertext,embedding_envelope,search_policy_decision_id,search_audit_id)
                     VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23,$24,$25)
                     ON CONFLICT (id) DO UPDATE SET data=EXCLUDED.data,
                       data_ciphertext=EXCLUDED.data_ciphertext,data_envelope=EXCLUDED.data_envelope,
                       data_policy_decision_id=EXCLUDED.data_policy_decision_id,
                       data_audit_id=EXCLUDED.data_audit_id,
                       embedding=EXCLUDED.embedding,
                       embedding_ciphertext=EXCLUDED.embedding_ciphertext,
                       embedding_envelope=EXCLUDED.embedding_envelope,
                       search_policy_decision_id=EXCLUDED.search_policy_decision_id,
                       search_audit_id=EXCLUDED.search_audit_id,
                       source=EXCLUDED.source,
                       source_path=EXCLUDED.source_path,
                       tenant_shared=EXCLUDED.tenant_shared,
                       data_class=EXCLUDED.data_class,
                       source_binding_id=EXCLUDED.source_binding_id,
                       created_at=EXCLUDED.created_at
                     WHERE tandem_memory_chunks.tenant_org_id=EXCLUDED.tenant_org_id
                       AND tandem_memory_chunks.tenant_workspace_id=EXCLUDED.tenant_workspace_id
                       AND tandem_memory_chunks.tenant_deployment_id=EXCLUDED.tenant_deployment_id
                       AND tandem_memory_chunks.owner_org_unit_id IS NOT DISTINCT FROM EXCLUDED.owner_org_unit_id
                       AND tandem_memory_chunks.owner_subject IS NOT DISTINCT FROM EXCLUDED.owner_subject
                       AND tandem_memory_chunks.tier=EXCLUDED.tier
                       AND tandem_memory_chunks.project_id IS NOT DISTINCT FROM EXCLUDED.project_id
                       AND tandem_memory_chunks.session_id IS NOT DISTINCT FROM EXCLUDED.session_id",
                        &[
                            &chunk.id,
                            &scope.tenant.org_id,
                            &scope.tenant.workspace_id,
                            &deployment(&scope.tenant),
                            &scope.org_unit,
                            &scope.subject,
                            &tenant_shared,
                            &data_class,
                            &source_binding_id,
                            &chunk.source,
                            &selector_tier(&MemoryChunkSelector {
                                tier: chunk.tier,
                                project_id: chunk.project_id.clone(),
                                session_id: chunk.session_id.clone(),
                            }),
                            &chunk.project_id,
                            &chunk.session_id,
                            &chunk.source_path,
                            &chunk.created_at,
                            &data,
                            &data_ciphertext,
                            &data_envelope,
                            &data_policy_id,
                            &data_audit_id,
                            &vector,
                            &ciphertext,
                            &envelope,
                            &policy_id,
                            &audit_id,
                        ],
                    )
                    .await
                    .map_err(|error| store_error("write PostgreSQL memory chunk", error, true))?;
                if changed == 0 {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::Conflict,
                        "chunk id already exists in another PostgreSQL ownership scope",
                    ));
                }
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::GlobalRecord { scope, record } => {
                let tenant = tenant_scope_from_global_record(&record);
                let owner_org = owner_org_unit_id_from_metadata(record.metadata.as_ref());
                let owner_subject = owner_subject_from_metadata(record.metadata.as_ref());
                if tenant != scope.tenant
                    || owner_org != scope.org_unit
                    || owner_subject != scope.subject
                {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::ScopeViolation,
                        "global record ownership does not match the PostgreSQL write scope",
                    ));
                }
                let client = self.client().await?;
                let key_scope = memory_key_scope_from_metadata(&tenant, record.metadata.as_ref())
                    .with_owner_subject(owner_subject.clone());
                let (data_class, source_binding_id) = Self::key_scope_columns(&key_scope)?;
                let (data, data_ciphertext, data_envelope, data_policy_id, data_audit_id) =
                    self.encode_payload(&record, &key_scope, &record.id)?;
                let search_content =
                    if self.search_surface_mode == PostgresSearchSurfaceMode::PlaintextPgvector {
                        record.content.as_str()
                    } else {
                        ""
                    };
                let inserted = client.query_opt(
                    "INSERT INTO tandem_memory_global_records
                     (id,tenant_org_id,tenant_workspace_id,tenant_deployment_id,owner_org_unit_id,
                      owner_subject,private,data_class,source_binding_id,user_id,source_type,content_hash,run_id,session_id,message_id,
                      tool_name,project_tag,channel_tag,demoted,expires_at_ms,created_at_ms,search_content,
                      data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id)
                     VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23,$24,$25,$26,$27)
                     ON CONFLICT (tenant_org_id,tenant_workspace_id,tenant_deployment_id,user_id,
                       source_type,content_hash,run_id,(COALESCE(session_id,'')),
                       (COALESCE(message_id,'')),(COALESCE(tool_name,'')),
                       (COALESCE(owner_org_unit_id,'')),private,(COALESCE(owner_subject,'')),
                       data_class,(COALESCE(source_binding_id,'')))
                     DO NOTHING RETURNING id",
                    &[&record.id,&tenant.org_id,&tenant.workspace_id,&deployment(&tenant),&owner_org,
                      &owner_subject,&owner_subject.is_some(),&data_class,&source_binding_id,
                      &record.user_id,&record.source_type,
                      &record.content_hash,&record.run_id,&record.session_id,&record.message_id,
                      &record.tool_name,&record.project_tag,&record.channel_tag,&record.demoted,
                      &record.expires_at_ms.map(|value| value as i64),&(record.created_at_ms as i64),
                      &search_content,&data,&data_ciphertext,&data_envelope,&data_policy_id,&data_audit_id]
                ).await.map_err(|error| store_error("write PostgreSQL global memory", error, false))?;
                let (id, stored, deduped) = if let Some(row) = inserted {
                    (row.get(0), true, false)
                } else {
                    let row = client
                        .query_one(
                            "SELECT id FROM tandem_memory_global_records WHERE tenant_org_id=$1
                         AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND user_id=$4
                         AND source_type=$5 AND content_hash=$6 AND run_id=$7
                         AND COALESCE(session_id,'')=COALESCE($8,'')
                         AND COALESCE(message_id,'')=COALESCE($9,'')
                         AND COALESCE(tool_name,'')=COALESCE($10,'')
                         AND COALESCE(owner_org_unit_id,'')=COALESCE($11,'')
                         AND private=$12 AND COALESCE(owner_subject,'')=COALESCE($13,'')
                         AND data_class=$14 AND COALESCE(source_binding_id,'')=COALESCE($15,'') LIMIT 1",
                            &[
                                &tenant.org_id,
                                &tenant.workspace_id,
                                &deployment(&tenant),
                                &record.user_id,
                                &record.source_type,
                                &record.content_hash,
                                &record.run_id,
                                &record.session_id,
                                &record.message_id,
                                &record.tool_name,
                                &owner_org,
                                &owner_subject.is_some(),
                                &owner_subject,
                                &data_class,
                                &source_binding_id,
                            ],
                        )
                        .await
                        .map_err(|error| {
                            store_error("read deduped PostgreSQL global memory", error, true)
                        })?;
                    (row.get(0), false, true)
                };
                Ok(MemoryStoreWriteResult::GlobalRecord(
                    GlobalMemoryWriteResult {
                        id,
                        stored,
                        deduped,
                    },
                ))
            }
            MemoryStoreWriteRequest::ProjectConfig {
                scope,
                project_id,
                config,
            } => {
                self.upsert_entity(&scope, "project_config", &project_id, "", &config)
                    .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::KnowledgeSpace { scope, record } => {
                self.upsert_entity(&scope, "knowledge_space", &record.id, "", &record)
                    .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::KnowledgeItem { scope, record } => {
                self.upsert_entity(&scope, "knowledge_item", &record.id, "", &record)
                    .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::KnowledgeCoverage { scope, record } => {
                self.upsert_entity(
                    &scope,
                    "knowledge_coverage",
                    &record.space_id,
                    &record.coverage_key,
                    &record,
                )
                .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::ImportIndexEntry {
                scope,
                selector,
                path,
                entry,
            } => {
                validate_chunk_selector(&selector)?;
                let key = selector
                    .project_id
                    .or(selector.session_id)
                    .unwrap_or_default();
                self.upsert_entity(&scope, "import_index", &key, &path, &entry)
                    .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::ProjectIndexStatus {
                scope,
                project_id,
                total_files,
                processed_files,
                indexed_files,
                skipped_files,
                errors,
            } => {
                self.upsert_entity(
                    &scope,
                    "project_index_status",
                    &project_id,
                    "",
                    &serde_json::json!({
                        "total_files": total_files, "processed_files": processed_files,
                        "indexed_files": indexed_files, "skipped_files": skipped_files,
                        "errors": errors, "updated_at_ms": chrono::Utc::now().timestamp_millis()
                    }),
                )
                .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::SourceObjectLifecycle { scope, record } => {
                if scope.tenant != record.tenant_scope {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::ScopeViolation,
                        "source lifecycle tenant mismatch",
                    ));
                }
                self.upsert_entity(
                    &scope,
                    "source_lifecycle",
                    &record.source_binding_id,
                    &record.source_object_id,
                    &record,
                )
                .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
            MemoryStoreWriteRequest::ContextNode {
                scope,
                uri,
                parent_uri,
                node_type,
                metadata,
            } => {
                if scope.org_unit.is_some() || scope.subject.is_some() {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::ScopeViolation,
                        "PostgreSQL context nodes cannot persist org-unit/subject scope",
                    ));
                }
                let now = chrono::Utc::now();
                let node = MemoryNode {
                    id: uuid::Uuid::new_v4().to_string(),
                    uri: uri.clone(),
                    parent_uri,
                    node_type,
                    created_at: now,
                    updated_at: now,
                    metadata,
                };
                let uri_payload =
                    self.encode_entity_payload(&scope.tenant, "context_node_uri", &uri, "", &node)?;
                let id_payload = self.encode_entity_payload(
                    &scope.tenant,
                    "context_node_id",
                    &node.id,
                    "",
                    &node,
                )?;
                let mut client = self.client().await?;
                let transaction = client.transaction().await.map_err(|error| {
                    store_error("start PostgreSQL context-node write", error, true)
                })?;
                let inserted = transaction
                    .execute(
                        "INSERT INTO tandem_memory_entities
                         (tenant_org_id,tenant_workspace_id,tenant_deployment_id,entity_type,key1,key2,
                          data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id)
                         VALUES ($1,$2,$3,'context_node_uri',$4,'',$5,$6,$7,$8,$9)
                         ON CONFLICT (tenant_org_id,tenant_workspace_id,tenant_deployment_id,entity_type,key1,key2)
                         DO NOTHING",
                        &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),
                          &uri,&uri_payload.0,&uri_payload.1,&uri_payload.2,&uri_payload.3,&uri_payload.4],
                    )
                    .await
                    .map_err(|error| store_error("reserve PostgreSQL context URI", error, true))?;
                if inserted == 0 {
                    return Err(MemoryStoreError::invalid(format!(
                        "context URI already exists: {uri}"
                    )));
                }
                transaction
                    .execute(
                        "INSERT INTO tandem_memory_entities
                         (tenant_org_id,tenant_workspace_id,tenant_deployment_id,entity_type,key1,key2,
                          data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id)
                         VALUES ($1,$2,$3,'context_node_id',$4,'',$5,$6,$7,$8,$9)",
                        &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),
                          &node.id,&id_payload.0,&id_payload.1,&id_payload.2,&id_payload.3,&id_payload.4],
                    )
                    .await
                    .map_err(|error| store_error("write PostgreSQL context node", error, true))?;
                transaction.commit().await.map_err(|error| {
                    store_error("commit PostgreSQL context-node write", error, true)
                })?;
                Ok(MemoryStoreWriteResult::ContextNodeCreated(node.id))
            }
            MemoryStoreWriteRequest::ContextLayer {
                scope,
                node_id,
                layer_type,
                content,
                token_count,
                source_chunk_id,
            } => {
                if scope.org_unit.is_some() || scope.subject.is_some() {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::ScopeViolation,
                        "PostgreSQL context layers cannot persist org-unit/subject scope",
                    ));
                }
                let parent = self
                    .entity::<MemoryNode>(
                        &MemoryReadScope::tenant(scope.tenant.clone()),
                        "context_node_id",
                        &node_id,
                        "",
                    )
                    .await?;
                if parent.is_none() {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::NotFound,
                        format!("context node not found: {node_id}"),
                    ));
                }
                let layer = MemoryLayer {
                    id: uuid::Uuid::new_v4().to_string(),
                    node_id: node_id.clone(),
                    layer_type,
                    content,
                    token_count,
                    embedding_id: None,
                    created_at: chrono::Utc::now(),
                    source_chunk_id,
                };
                self.upsert_entity(
                    &scope,
                    "context_layer",
                    &node_id,
                    &serde_json::to_string(&layer_type).unwrap_or_default(),
                    &layer,
                )
                .await?;
                Ok(MemoryStoreWriteResult::ContextLayerCreated(layer.id))
            }
            MemoryStoreWriteRequest::CleanupLog { scope, entry } => {
                let record = CleanupLogEntry {
                    id: uuid::Uuid::new_v4().to_string(),
                    cleanup_type: entry.cleanup_type,
                    tier: entry.tier,
                    project_id: entry.project_id,
                    session_id: entry.session_id,
                    chunks_deleted: entry.chunks_deleted,
                    bytes_reclaimed: entry.bytes_reclaimed,
                    created_at: chrono::Utc::now(),
                };
                self.upsert_entity(&scope, "cleanup_log", &record.id, "", &record)
                    .await?;
                Ok(MemoryStoreWriteResult::Stored)
            }
        }
    }

    async fn record_hygiene_cleanup(
        &self,
        tenant: &crate::types::MemoryTenantScope,
        cleanup_type: &str,
        tier: crate::types::MemoryTier,
        project_id: Option<String>,
        chunks_deleted: u64,
    ) -> MemoryStoreResult<()> {
        if chunks_deleted == 0 {
            return Ok(());
        }
        let record = CleanupLogEntry {
            id: uuid::Uuid::new_v4().to_string(),
            cleanup_type: cleanup_type.to_string(),
            tier,
            project_id,
            session_id: None,
            chunks_deleted: chunks_deleted as i64,
            bytes_reclaimed: 0,
            created_at: chrono::Utc::now(),
        };
        self.upsert_entity(
            &MemoryWriteScope::tenant(tenant.clone()),
            "cleanup_log",
            &record.id,
            "",
            &record,
        )
        .await
    }

    async fn hygiene_config(
        &self,
        tenant: &MemoryTenantScope,
        project_id: &str,
    ) -> MemoryStoreResult<Option<crate::types::MemoryConfig>> {
        let principal = crate::MemoryDecryptPrincipal::retrieval_gateway(
            "postgres-memory-hygiene",
            tenant.clone(),
            vec![tandem_enterprise_contract::DataClass::Internal],
            Vec::new(),
        );
        crate::decrypt_context::with_decrypt_principal(
            principal,
            self.entity::<crate::types::MemoryConfig>(
                &MemoryReadScope::tenant(tenant.clone()),
                "project_config",
                project_id,
                "",
            ),
        )
        .await
    }

    async fn run_hygiene_for_tenant(
        &self,
        tenant: &crate::types::MemoryTenantScope,
        env_override_days: u32,
    ) -> MemoryStoreResult<u64> {
        let defaults = crate::types::MemoryConfig::default();
        let global_config = self
            .hygiene_config(tenant, "__global__")
            .await?
            .unwrap_or(defaults.clone());
        let session_days = if env_override_days > 0 {
            env_override_days
        } else {
            global_config.session_retention_days.max(0) as u32
        };
        let client = self.client().await?;
        let mut total = 0u64;

        if session_days > 0 {
            let cutoff = chrono::Utc::now() - chrono::Duration::days(session_days as i64);
            let deleted = client
                .execute(
                    "DELETE FROM tandem_memory_chunks WHERE tenant_org_id=$1
                     AND tenant_workspace_id=$2 AND tenant_deployment_id=$3
                     AND tier='session' AND created_at<$4",
                    &[
                        &tenant.org_id,
                        &tenant.workspace_id,
                        &deployment(tenant),
                        &cutoff,
                    ],
                )
                .await
                .map_err(|error| store_error("run PostgreSQL session hygiene", error, true))?;
            self.record_hygiene_cleanup(
                tenant,
                "hygiene_session_retention",
                crate::types::MemoryTier::Session,
                None,
                deleted,
            )
            .await?;
            total += deleted;
        }

        let now_ms = chrono::Utc::now().timestamp_millis();
        let expired = client
            .execute(
                "DELETE FROM tandem_memory_global_records WHERE tenant_org_id=$1
                 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3
                 AND expires_at_ms IS NOT NULL AND expires_at_ms<=$4",
                &[
                    &tenant.org_id,
                    &tenant.workspace_id,
                    &deployment(tenant),
                    &now_ms,
                ],
            )
            .await
            .map_err(|error| store_error("reap expired PostgreSQL memory", error, true))?;
        self.record_hygiene_cleanup(
            tenant,
            "hygiene_expired_records",
            crate::types::MemoryTier::Global,
            None,
            expired,
        )
        .await?;
        total += expired;

        if global_config.exchange_retention_days > 0 {
            let cutoff = (chrono::Utc::now()
                - chrono::Duration::days(global_config.exchange_retention_days))
            .timestamp_millis();
            let deleted = client
                .execute(
                    "DELETE FROM tandem_memory_global_records WHERE tenant_org_id=$1
                     AND tenant_workspace_id=$2 AND tenant_deployment_id=$3
                     AND source_type IN ('user_message','assistant_final') AND created_at_ms<$4",
                    &[
                        &tenant.org_id,
                        &tenant.workspace_id,
                        &deployment(tenant),
                        &cutoff,
                    ],
                )
                .await
                .map_err(|error| store_error("prune PostgreSQL exchange memory", error, true))?;
            self.record_hygiene_cleanup(
                tenant,
                "hygiene_exchange_retention",
                crate::types::MemoryTier::Global,
                None,
                deleted,
            )
            .await?;
            total += deleted;
        }

        let projects = client
            .query(
                "SELECT DISTINCT project_id FROM tandem_memory_chunks WHERE tenant_org_id=$1
                 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3
                 AND tier='project' AND project_id IS NOT NULL",
                &[&tenant.org_id, &tenant.workspace_id, &deployment(tenant)],
            )
            .await
            .map_err(|error| store_error("list PostgreSQL hygiene projects", error, true))?;
        for row in projects {
            let project_id: String = row.get(0);
            let max_chunks = self
                .hygiene_config(tenant, &project_id)
                .await?
                .unwrap_or_else(|| defaults.clone())
                .max_chunks;
            if max_chunks <= 0 {
                continue;
            }
            let deleted = client
                .execute(
                    "DELETE FROM tandem_memory_chunks WHERE id IN (
                       SELECT id FROM tandem_memory_chunks WHERE tenant_org_id=$1
                       AND tenant_workspace_id=$2 AND tenant_deployment_id=$3
                       AND tier='project' AND project_id=$4
                       ORDER BY created_at DESC OFFSET $5)",
                    &[
                        &tenant.org_id,
                        &tenant.workspace_id,
                        &deployment(tenant),
                        &project_id,
                        &max_chunks,
                    ],
                )
                .await
                .map_err(|error| {
                    store_error("enforce PostgreSQL hygiene project cap", error, true)
                })?;
            self.record_hygiene_cleanup(
                tenant,
                "hygiene_project_cap",
                crate::types::MemoryTier::Project,
                Some(project_id),
                deleted,
            )
            .await?;
            total += deleted;
        }

        if global_config.global_retention_days > 0 {
            let cutoff =
                chrono::Utc::now() - chrono::Duration::days(global_config.global_retention_days);
            let deleted = client
                .execute(
                    "DELETE FROM tandem_memory_chunks WHERE tenant_org_id=$1
                     AND tenant_workspace_id=$2 AND tenant_deployment_id=$3
                     AND tier='global' AND created_at<$4",
                    &[
                        &tenant.org_id,
                        &tenant.workspace_id,
                        &deployment(tenant),
                        &cutoff,
                    ],
                )
                .await
                .map_err(|error| store_error("prune PostgreSQL global chunks", error, true))?;
            self.record_hygiene_cleanup(
                tenant,
                "hygiene_global_retention",
                crate::types::MemoryTier::Global,
                None,
                deleted,
            )
            .await?;
            total += deleted;
        }

        Ok(total)
    }

    pub(super) async fn mutate_impl(
        &self,
        request: MemoryStoreMutationRequest,
    ) -> MemoryStoreResult<MemoryStoreMutationResult> {
        let client = self.client().await?;
        match request {
            MemoryStoreMutationRequest::DeleteChunk {
                scope,
                selector,
                chunk_id,
            } => {
                let changed = client
                    .execute(
                        "DELETE FROM tandem_memory_chunks WHERE id=$1 AND tenant_org_id=$2
                     AND tenant_workspace_id=$3 AND tenant_deployment_id=$4 AND tier=$5
                     AND ($6::text IS NULL OR project_id=$6) AND ($7::text IS NULL OR session_id=$7)
                     AND ($8::boolean OR owner_subject IS NULL OR owner_subject=$9)
                     AND ($10::text IS NULL OR owner_org_unit_id=$10 OR tenant_shared=true)",
                        &[
                            &chunk_id,
                            &scope.tenant.org_id,
                            &scope.tenant.workspace_id,
                            &deployment(&scope.tenant),
                            &selector_tier(&selector),
                            &selector.project_id,
                            &selector.session_id,
                            &(scope.access == MemoryReadAccess::TrustedUnrestricted),
                            &scope.subject,
                            &scope.org_unit,
                        ],
                    )
                    .await
                    .map_err(|error| store_error("delete PostgreSQL chunk", error, true))?;
                Ok(MemoryStoreMutationResult::Affected(changed))
            }
            MemoryStoreMutationRequest::ClearSession { scope, session_id } => {
                reject_narrowed_bulk_scope(&scope, "session cleanup")?;
                let changed = client.execute("DELETE FROM tandem_memory_chunks WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND tier='session' AND session_id=$4",
                    &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&session_id]).await.map_err(|error| store_error("clear PostgreSQL session", error, true))?;
                Ok(MemoryStoreMutationResult::Affected(changed))
            }
            MemoryStoreMutationRequest::ReplaceSessionWithSummary {
                scope,
                session_id,
                project_id,
                source_chunk_ids,
                summary_scope,
                summary,
                embedding,
            } => {
                if session_id.trim().is_empty()
                    || project_id.trim().is_empty()
                    || source_chunk_ids.is_empty()
                    || summary.tier != crate::types::MemoryTier::Project
                    || summary.project_id.as_deref() != Some(project_id.as_str())
                {
                    return Err(MemoryStoreError::invalid(
                        "session consolidation requires source chunks and a matching project summary",
                    ));
                }
                if summary_scope.tenant != summary.tenant_scope
                    || summary_scope.subject != summary.subject
                    || summary_scope.org_unit
                        != owner_org_unit_id_from_metadata(summary.metadata.as_ref())
                    || summary_scope.tenant != scope.tenant
                    || summary_scope.subject != scope.subject
                    || summary_scope.org_unit != scope.org_unit
                {
                    return Err(MemoryStoreError::new(
                        MemoryStoreErrorKind::ScopeViolation,
                        "session summary ownership must exactly match the source scope",
                    ));
                }
                if embedding.len() != self.embedding_dimension {
                    return Err(MemoryStoreError::invalid(format!(
                        "embedding dimension mismatch: expected {}, got {}",
                        self.embedding_dimension,
                        embedding.len()
                    )));
                }
                let key_scope = memory_key_scope_from_metadata(
                    &summary_scope.tenant,
                    summary.metadata.as_ref(),
                )
                .with_owner_subject(summary_scope.subject.clone());
                let (data_class, source_binding_id) = Self::key_scope_columns(&key_scope)?;
                let (vector, ciphertext, envelope, policy_id, audit_id) =
                    match self.search_surface_mode {
                        PostgresSearchSurfaceMode::PlaintextPgvector => {
                            (Some(Vector::from(embedding)), None, None, None, None)
                        }
                        PostgresSearchSurfaceMode::EncryptedRerank => {
                            let (ciphertext, envelope, policy_id, audit_id) =
                                self.encrypt_embedding(&embedding, &key_scope, &summary.id)?;
                            (
                                None,
                                Some(ciphertext),
                                envelope.map(|value| json_value(&value)).transpose()?,
                                Some(policy_id),
                                Some(audit_id),
                            )
                        }
                        PostgresSearchSurfaceMode::Disabled => (None, None, None, None, None),
                    };
                let (data, data_ciphertext, data_envelope, data_policy, data_audit) =
                    self.encode_payload(&summary, &key_scope, &summary.id)?;
                let tenant_shared = tenant_shared_from_metadata(summary.metadata.as_ref());
                let mut client = self.client().await?;
                let transaction = client
                    .transaction()
                    .await
                    .map_err(|error| store_error("start PostgreSQL consolidation", error, true))?;
                transaction.execute(
                    "INSERT INTO tandem_memory_chunks
                     (id,tenant_org_id,tenant_workspace_id,tenant_deployment_id,owner_org_unit_id,
                      owner_subject,tenant_shared,data_class,source_binding_id,source,tier,project_id,session_id,source_path,created_at,
                      data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id,
                      embedding,embedding_ciphertext,embedding_envelope,search_policy_decision_id,search_audit_id)
                     VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,'project',$11,$12,$13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23,$24)",
                    &[&summary.id,&summary_scope.tenant.org_id,&summary_scope.tenant.workspace_id,
                      &deployment(&summary_scope.tenant),&summary_scope.org_unit,&summary_scope.subject,
                      &tenant_shared,&data_class,&source_binding_id,&summary.source,&summary.project_id,&summary.session_id,&summary.source_path,&summary.created_at,
                      &data,&data_ciphertext,&data_envelope,&data_policy,&data_audit,
                      &vector,&ciphertext,&envelope,&policy_id,&audit_id]
                ).await.map_err(|error| store_error("write PostgreSQL consolidation summary", error, false))?;
                let mut deleted = 0_u64;
                for chunk_id in source_chunk_ids {
                    let visible = transaction
                        .query_opt(
                            "SELECT 1 FROM tandem_memory_chunks WHERE id=$1 AND tier='session'
                         AND session_id=$2 AND project_id=$3 AND tenant_org_id=$4
                         AND tenant_workspace_id=$5 AND tenant_deployment_id=$6
                         AND (($7::text IS NULL AND owner_subject IS NULL) OR owner_subject=$7)
                         AND owner_org_unit_id IS NOT DISTINCT FROM $8",
                            &[
                                &chunk_id,
                                &session_id,
                                &project_id,
                                &scope.tenant.org_id,
                                &scope.tenant.workspace_id,
                                &deployment(&scope.tenant),
                                &scope.subject,
                                &scope.org_unit,
                            ],
                        )
                        .await
                        .map_err(|error| {
                            store_error("validate PostgreSQL consolidation source", error, true)
                        })?;
                    if visible.is_none() {
                        return Err(MemoryStoreError::new(
                            MemoryStoreErrorKind::Conflict,
                            "session changed or a source chunk is outside the consolidation scope",
                        ));
                    }
                    deleted += transaction
                        .execute("DELETE FROM tandem_memory_chunks WHERE id=$1", &[&chunk_id])
                        .await
                        .map_err(|error| {
                            store_error("delete PostgreSQL consolidation source", error, false)
                        })?;
                }
                transaction
                    .commit()
                    .await
                    .map_err(|error| store_error("commit PostgreSQL consolidation", error, true))?;
                Ok(MemoryStoreMutationResult::Affected(deleted))
            }
            MemoryStoreMutationRequest::ClearProject { scope, project_id } => {
                reject_narrowed_bulk_scope(&scope, "project cleanup")?;
                let changed = client.execute("DELETE FROM tandem_memory_chunks WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND tier='project' AND project_id=$4",
                    &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&project_id]).await.map_err(|error| store_error("clear PostgreSQL project", error, true))?;
                Ok(MemoryStoreMutationResult::Affected(changed))
            }
            MemoryStoreMutationRequest::ClearProjectFileIndex {
                scope,
                project_id,
                vacuum,
            } => {
                reject_narrowed_bulk_scope(&scope, "project file-index cleanup")?;
                let rows = client.query("DELETE FROM tandem_memory_chunks WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND tier='project' AND project_id=$4 AND source='file' RETURNING COALESCE(octet_length(data::text),octet_length(data_ciphertext))::bigint",
                    &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&project_id]).await.map_err(|error| store_error("clear PostgreSQL file index", error, true))?;
                client.execute("DELETE FROM tandem_memory_entities WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND entity_type='import_index' AND key1=$4",
                    &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&project_id]).await.map_err(|error| store_error("clear PostgreSQL import index", error, true))?;
                if vacuum {
                    client
                        .batch_execute("VACUUM (ANALYZE) tandem_memory_chunks")
                        .await
                        .map_err(|error| {
                            store_error("vacuum PostgreSQL file-index storage", error, true)
                        })?;
                }
                Ok(MemoryStoreMutationResult::ClearFileIndex(
                    ClearFileIndexResult {
                        chunks_deleted: rows.len() as i64,
                        bytes_estimated: rows.iter().map(|row| row.get::<_, i64>(0)).sum(),
                        did_vacuum: vacuum,
                    },
                ))
            }
            MemoryStoreMutationRequest::DeleteGlobalRecord { scope, id } => {
                let changed = client.execute("DELETE FROM tandem_memory_global_records WHERE id=$1 AND tenant_org_id=$2 AND tenant_workspace_id=$3 AND tenant_deployment_id=$4 AND ($5::boolean OR private=false OR owner_subject=$6) AND ($7::text IS NULL OR owner_org_unit_id=$7)",
                    &[&id,&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&(scope.access == MemoryReadAccess::TrustedUnrestricted),&scope.subject,&scope.org_unit]).await.map_err(|error| store_error("delete PostgreSQL global memory", error, true))?;
                Ok(MemoryStoreMutationResult::Changed(changed > 0))
            }
            MemoryStoreMutationRequest::UpdateGlobalRecordContext {
                scope,
                id,
                visibility,
                demoted,
                metadata,
                provenance,
            } => {
                let row = client.query_opt("SELECT data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id,owner_org_unit_id,owner_subject,data_class,source_binding_id FROM tandem_memory_global_records WHERE id=$1 AND tenant_org_id=$2 AND tenant_workspace_id=$3 AND tenant_deployment_id=$4 AND ($5::boolean OR private=false OR owner_subject=$6) AND ($7::text IS NULL OR owner_org_unit_id=$7)",
                    &[&id,&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&(scope.access == MemoryReadAccess::TrustedUnrestricted),&scope.subject,&scope.org_unit]).await.map_err(|error| store_error("read PostgreSQL global memory update", error, true))?;
                let Some(row) = row else {
                    return Ok(MemoryStoreMutationResult::Changed(false));
                };
                let stored_key_scope = Self::persisted_key_scope(
                    &scope.tenant,
                    row.get(5),
                    row.get(6),
                    row.get(7),
                    row.get(8),
                )?;
                let mut record: crate::types::GlobalMemoryRecord = self.decode_payload(
                    row.get(0),
                    row.get(1),
                    row.get(2),
                    &stored_key_scope,
                    row.get(3),
                    row.get(4),
                )?;
                record.visibility = visibility;
                record.demoted = demoted;
                record.metadata = metadata;
                record.provenance = provenance;
                record.updated_at_ms = chrono::Utc::now().timestamp_millis() as u64;
                let next_org = owner_org_unit_id_from_metadata(record.metadata.as_ref());
                let next_subject = owner_subject_from_metadata(record.metadata.as_ref());
                let next_key_scope =
                    memory_key_scope_from_metadata(&scope.tenant, record.metadata.as_ref())
                        .with_owner_subject(next_subject.clone());
                let (data_class, source_binding_id) = Self::key_scope_columns(&next_key_scope)?;
                let (data, cipher, envelope, policy, audit) =
                    self.encode_payload(&record, &next_key_scope, &id)?;
                client.execute("UPDATE tandem_memory_global_records SET data=$2,data_ciphertext=$3,data_envelope=$4,data_policy_decision_id=$5,data_audit_id=$6,demoted=$7,owner_org_unit_id=$8,owner_subject=$9,private=$10,data_class=$11,source_binding_id=$12 WHERE id=$1",
                    &[&id,&data,&cipher,&envelope,&policy,&audit,&record.demoted,&next_org,&next_subject,&next_subject.is_some(),&data_class,&source_binding_id]).await.map_err(|error| store_error("update PostgreSQL global memory", error, true))?;
                Ok(MemoryStoreMutationResult::Changed(true))
            }
            MemoryStoreMutationRequest::PromoteKnowledgeItem { scope, request } => {
                let read_scope = MemoryReadScope {
                    tenant: scope.tenant.clone(),
                    org_unit: scope.org_unit.clone(),
                    subject: scope.subject.clone(),
                    access: scope.access,
                };
                let Some(mut item) = self
                    .entity::<crate::types::KnowledgeItemRecord>(
                        &read_scope,
                        "knowledge_item",
                        &request.item_id,
                        "",
                    )
                    .await?
                else {
                    return Ok(MemoryStoreMutationResult::Promotion(None));
                };
                let previous_status = item.status;
                let previous_trust_level = item.trust_level;
                item.status = request.target_status;
                item.updated_at_ms = request.promoted_at_ms;
                item.freshness_expires_at_ms = request.freshness_expires_at_ms;
                if let Some(trust) = request.target_status.as_trust_level() {
                    item.trust_level = trust;
                }
                let mut coverage = self
                    .entity::<crate::types::KnowledgeCoverageRecord>(
                        &read_scope,
                        "knowledge_coverage",
                        &item.space_id,
                        &item.coverage_key,
                    )
                    .await?
                    .unwrap_or(crate::types::KnowledgeCoverageRecord {
                        coverage_key: item.coverage_key.clone(),
                        space_id: item.space_id.clone(),
                        latest_item_id: None,
                        latest_dedupe_key: None,
                        last_seen_at_ms: request.promoted_at_ms,
                        last_promoted_at_ms: None,
                        freshness_expires_at_ms: None,
                        metadata: None,
                    });
                coverage.latest_item_id = Some(item.id.clone());
                coverage.latest_dedupe_key = Some(item.dedupe_key.clone());
                coverage.last_promoted_at_ms = Some(request.promoted_at_ms);
                let write_scope = MemoryWriteScope {
                    tenant: scope.tenant,
                    org_unit: scope.org_unit,
                    subject: scope.subject,
                };
                self.upsert_entity(&write_scope, "knowledge_item", &item.id, "", &item)
                    .await?;
                self.upsert_entity(
                    &write_scope,
                    "knowledge_coverage",
                    &coverage.space_id,
                    &coverage.coverage_key,
                    &coverage,
                )
                .await?;
                Ok(MemoryStoreMutationResult::Promotion(Some(
                    crate::types::KnowledgePromotionResult {
                        previous_status,
                        previous_trust_level,
                        promoted: request.target_status.is_active(),
                        item,
                        coverage,
                    },
                )))
            }
            MemoryStoreMutationRequest::DeleteImportIndexEntry {
                scope,
                selector,
                path,
            } => {
                reject_narrowed_bulk_scope(&scope, "import-index cleanup")?;
                validate_chunk_selector(&selector)?;
                let key = selector
                    .project_id
                    .or(selector.session_id)
                    .unwrap_or_default();
                let changed = client.execute("DELETE FROM tandem_memory_entities WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND entity_type='import_index' AND key1=$4 AND key2=$5", &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&key,&path]).await.map_err(|error| store_error("delete PostgreSQL import entry", error, true))?;
                Ok(MemoryStoreMutationResult::Changed(changed > 0))
            }
            MemoryStoreMutationRequest::DeleteChunksBySourcePath {
                scope,
                selector,
                source_path,
            } => {
                reject_narrowed_bulk_scope(&scope, "source-path cleanup")?;
                validate_chunk_selector(&selector)?;
                let rows = client.query("DELETE FROM tandem_memory_chunks WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND tier=$4 AND ($5::text IS NULL OR project_id=$5) AND ($6::text IS NULL OR session_id=$6) AND source='file' AND source_path=$7 RETURNING COALESCE(octet_length(data::text),octet_length(data_ciphertext))::bigint", &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&selector_tier(&selector),&selector.project_id,&selector.session_id,&source_path]).await.map_err(|error| store_error("delete PostgreSQL source chunks", error, true))?;
                Ok(MemoryStoreMutationResult::SourcePathDelete(
                    MemorySourcePathDeleteResult {
                        chunks_deleted: rows.len() as i64,
                        bytes_reclaimed: rows.iter().map(|row| row.get::<_, i64>(0)).sum(),
                    },
                ))
            }
            MemoryStoreMutationRequest::UpdateChunkMetadataBySourcePath {
                scope,
                selector,
                source_path,
                metadata,
            } => {
                reject_narrowed_bulk_scope(&scope, "source-path metadata update")?;
                validate_chunk_selector(&selector)?;
                let rows = client.query("SELECT id,data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id,owner_org_unit_id,owner_subject,data_class,source_binding_id,embedding_ciphertext,embedding_envelope,search_policy_decision_id,search_audit_id FROM tandem_memory_chunks WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND tier=$4 AND ($5::text IS NULL OR project_id=$5) AND ($6::text IS NULL OR session_id=$6) AND source='file' AND source_path=$7", &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&selector_tier(&selector),&selector.project_id,&selector.session_id,&source_path]).await.map_err(|error| store_error("read PostgreSQL source chunks", error, true))?;
                for row in &rows {
                    let org: Option<String> = row.get(6);
                    let stored_key_scope = Self::persisted_key_scope(
                        &scope.tenant,
                        org.clone(),
                        row.get(7),
                        row.get(8),
                        row.get(9),
                    )?;
                    let mut chunk: crate::types::MemoryChunk = self.decode_payload(
                        row.get(1),
                        row.get(2),
                        row.get(3),
                        &stored_key_scope,
                        row.get(4),
                        row.get(5),
                    )?;
                    chunk.metadata = Some(metadata.clone());
                    let next_key_scope =
                        memory_key_scope_from_metadata(&scope.tenant, chunk.metadata.as_ref())
                            .with_owner_subject(chunk.subject.clone());
                    let owner_org_unit_id =
                        owner_org_unit_id_from_metadata(chunk.metadata.as_ref());
                    let tenant_shared = tenant_shared_from_metadata(chunk.metadata.as_ref());
                    let (data_class, source_binding_id) = Self::key_scope_columns(&next_key_scope)?;
                    let (data, cipher, envelope, policy, audit) =
                        self.encode_payload(&chunk, &next_key_scope, &chunk.id)?;
                    let embedding_ciphertext: Option<String> = row.get(10);
                    let embedding_envelope: Option<serde_json::Value> = row.get(11);
                    let search_policy: Option<String> = row.get(12);
                    let search_audit: Option<String> = row.get(13);
                    let (embedding_ciphertext, embedding_envelope, search_policy, search_audit) =
                        if self.search_surface_mode == PostgresSearchSurfaceMode::EncryptedRerank
                            && embedding_ciphertext.is_some()
                        {
                            let old_envelope = embedding_envelope.map(from_json).transpose()?;
                            let old_policy = search_policy.ok_or_else(|| {
                                MemoryStoreError::new(
                                    MemoryStoreErrorKind::CorruptData,
                                    "missing encrypted embedding policy id",
                                )
                            })?;
                            let old_audit = search_audit.ok_or_else(|| {
                                MemoryStoreError::new(
                                    MemoryStoreErrorKind::CorruptData,
                                    "missing encrypted embedding audit id",
                                )
                            })?;
                            let embedding = self.decrypt_embedding(
                                embedding_ciphertext.as_deref().unwrap_or_default(),
                                old_envelope.as_ref(),
                                &stored_key_scope,
                                &old_policy,
                                &old_audit,
                            )?;
                            let (ciphertext, envelope, policy, audit) =
                                self.encrypt_embedding(&embedding, &next_key_scope, &chunk.id)?;
                            (
                                Some(ciphertext),
                                envelope.map(|value| json_value(&value)).transpose()?,
                                Some(policy),
                                Some(audit),
                            )
                        } else {
                            (
                                embedding_ciphertext,
                                embedding_envelope,
                                search_policy,
                                search_audit,
                            )
                        };
                    client
                        .execute(
                            "UPDATE tandem_memory_chunks SET data=$2,data_ciphertext=$3,data_envelope=$4,data_policy_decision_id=$5,data_audit_id=$6,data_class=$7,source_binding_id=$8,owner_org_unit_id=$9,owner_subject=$10,tenant_shared=$11,embedding_ciphertext=$12,embedding_envelope=$13,search_policy_decision_id=$14,search_audit_id=$15 WHERE id=$1",
                            &[&chunk.id,&data,&cipher,&envelope,&policy,&audit,&data_class,&source_binding_id,&owner_org_unit_id,&chunk.subject,&tenant_shared,&embedding_ciphertext,&embedding_envelope,&search_policy,&search_audit],
                        )
                        .await
                        .map_err(|error| {
                            store_error("update PostgreSQL source chunk", error, true)
                        })?;
                }
                Ok(MemoryStoreMutationResult::Affected(rows.len() as u64))
            }
            MemoryStoreMutationRequest::TombstoneSourceObjectLifecycle {
                scope,
                source_binding_id,
                native_object_id,
                tombstoned_at_ms,
            } => {
                reject_narrowed_bulk_scope(&scope, "source lifecycle tombstone")?;
                let read_scope = MemoryReadScope {
                    tenant: scope.tenant.clone(),
                    org_unit: scope.org_unit.clone(),
                    subject: scope.subject.clone(),
                    access: scope.access,
                };
                let values = self
                    .query_entity_values::<SourceObjectLifecycleRecord>(
                        &read_scope,
                        "source_lifecycle",
                        &source_binding_id,
                    )
                    .await?;
                let mut count = 0;
                let write_scope = MemoryWriteScope {
                    tenant: scope.tenant,
                    org_unit: scope.org_unit,
                    subject: scope.subject,
                };
                for mut value in values
                    .into_iter()
                    .filter(|value| value.native_object_id == native_object_id)
                {
                    value.state = SourceObjectLifecycleState::Tombstoned;
                    value.tombstoned_at_ms = Some(tombstoned_at_ms);
                    value.last_seen_at_ms = tombstoned_at_ms;
                    self.upsert_entity(
                        &write_scope,
                        "source_lifecycle",
                        &value.source_binding_id,
                        &value.source_object_id,
                        &value,
                    )
                    .await?;
                    count += 1;
                }
                Ok(MemoryStoreMutationResult::Changed(count > 0))
            }
            MemoryStoreMutationRequest::SetSourceObjectLifecycleState {
                scope,
                source_binding_id,
                source_object_id,
                state,
                changed_at_ms,
            } => {
                reject_narrowed_bulk_scope(&scope, "source lifecycle state update")?;
                let read_scope = MemoryReadScope {
                    tenant: scope.tenant.clone(),
                    org_unit: scope.org_unit.clone(),
                    subject: scope.subject.clone(),
                    access: scope.access,
                };
                let Some(mut value) = self
                    .entity::<SourceObjectLifecycleRecord>(
                        &read_scope,
                        "source_lifecycle",
                        &source_binding_id,
                        &source_object_id,
                    )
                    .await?
                else {
                    return Ok(MemoryStoreMutationResult::Changed(false));
                };
                value.state = state;
                value.last_seen_at_ms = changed_at_ms;
                let write_scope = MemoryWriteScope {
                    tenant: scope.tenant,
                    org_unit: scope.org_unit,
                    subject: scope.subject,
                };
                self.upsert_entity(
                    &write_scope,
                    "source_lifecycle",
                    &source_binding_id,
                    &source_object_id,
                    &value,
                )
                .await?;
                Ok(MemoryStoreMutationResult::Changed(true))
            }
            MemoryStoreMutationRequest::RunHygiene {
                scope,
                retention_days,
            } => {
                reject_narrowed_bulk_scope(&scope, "hygiene cleanup")?;
                drop(client);
                let changed = self
                    .run_hygiene_for_tenant(&scope.tenant, retention_days)
                    .await?;
                Ok(MemoryStoreMutationResult::Affected(changed))
            }
            MemoryStoreMutationRequest::RunHygieneAllTenants { retention_days } => {
                let tenants = client
                    .query(
                        "SELECT DISTINCT tenant_org_id,tenant_workspace_id,tenant_deployment_id
                           FROM tandem_memory_chunks
                         UNION
                         SELECT DISTINCT tenant_org_id,tenant_workspace_id,tenant_deployment_id
                           FROM tandem_memory_global_records
                         UNION
                         SELECT DISTINCT tenant_org_id,tenant_workspace_id,tenant_deployment_id
                           FROM tandem_memory_entities",
                        &[],
                    )
                    .await
                    .map_err(|error| store_error("list PostgreSQL hygiene tenants", error, true))?;
                drop(client);
                let mut changed = 0u64;
                for row in tenants {
                    let deployment_id: String = row.get(2);
                    let tenant = crate::types::MemoryTenantScope {
                        org_id: row.get(0),
                        workspace_id: row.get(1),
                        deployment_id: (!deployment_id.is_empty()).then_some(deployment_id),
                    };
                    match self.run_hygiene_for_tenant(&tenant, retention_days).await {
                        Ok(deleted) => changed += deleted,
                        Err(error) => tracing::warn!(
                            tenant_org_id = %tenant.org_id,
                            tenant_workspace_id = %tenant.workspace_id,
                            %error,
                            "PostgreSQL memory hygiene failed for tenant scope"
                        ),
                    }
                }
                Ok(MemoryStoreMutationResult::Affected(changed))
            }
            MemoryStoreMutationRequest::EnforceProjectChunkCap {
                scope,
                project_id,
                max_chunks,
            } => {
                reject_narrowed_bulk_scope(&scope, "project-cap cleanup")?;
                let changed=client.execute("DELETE FROM tandem_memory_chunks WHERE id IN (SELECT id FROM tandem_memory_chunks WHERE tenant_org_id=$1 AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND tier='project' AND project_id=$4 ORDER BY created_at DESC OFFSET $5)", &[&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&project_id,&max_chunks.max(0)]).await.map_err(|error| store_error("enforce PostgreSQL project cap", error, true))?;
                Ok(MemoryStoreMutationResult::Affected(changed))
            }
            MemoryStoreMutationRequest::Vacuum => {
                client.batch_execute("VACUUM (ANALYZE) tandem_memory_chunks; VACUUM (ANALYZE) tandem_memory_global_records").await.map_err(|error| store_error("vacuum PostgreSQL memory", error, true))?;
                Ok(MemoryStoreMutationResult::Completed)
            }
        }
    }

    pub(super) async fn batch_impl(
        &self,
        request: MemoryStoreBatchRequest,
    ) -> MemoryStoreResult<MemoryStoreBatchResult> {
        if request.mode == MemoryStoreBatchMode::Atomic {
            if request.operations.iter().any(|operation| {
                !matches!(
                    operation,
                    MemoryStoreBatchOperation::Write(MemoryStoreWriteRequest::Chunk { .. })
                        | MemoryStoreBatchOperation::Write(
                            MemoryStoreWriteRequest::GlobalRecord { .. }
                        )
                        | MemoryStoreBatchOperation::Mutation(
                            MemoryStoreMutationRequest::DeleteGlobalRecord { .. }
                        )
                        | MemoryStoreBatchOperation::Mutation(
                            MemoryStoreMutationRequest::UpdateGlobalRecordContext { .. }
                        )
                )
            }) {
                return Err(MemoryStoreError::unsupported(
                    "atomic PostgreSQL batches currently support chunk writes and global-record CRUD",
                ));
            }
            let mut client = self.client().await?;
            let transaction = client
                .transaction()
                .await
                .map_err(|error| store_error("start PostgreSQL memory batch", error, true))?;
            let mut items = Vec::with_capacity(request.operations.len());
            for (index, operation) in request.operations.into_iter().enumerate() {
                let value = match operation {
                    MemoryStoreBatchOperation::Write(MemoryStoreWriteRequest::Chunk {
                        scope,
                        chunk,
                        embedding,
                    }) => {
                        if scope.tenant != chunk.tenant_scope
                            || scope.subject != chunk.subject
                            || scope.org_unit
                                != owner_org_unit_id_from_metadata(chunk.metadata.as_ref())
                        {
                            return Err(MemoryStoreError::new(
                                MemoryStoreErrorKind::ScopeViolation,
                                "chunk ownership does not match the PostgreSQL write scope",
                            ));
                        }
                        if embedding.len() != self.embedding_dimension {
                            return Err(MemoryStoreError::invalid(format!(
                                "embedding dimension mismatch: expected {}, got {}",
                                self.embedding_dimension,
                                embedding.len()
                            )));
                        }
                        let key_scope =
                            memory_key_scope_from_metadata(&scope.tenant, chunk.metadata.as_ref())
                                .with_owner_subject(scope.subject.clone());
                        let (data_class, source_binding_id) = Self::key_scope_columns(&key_scope)?;
                        let (vector, ciphertext, envelope, policy_id, audit_id) = match self
                            .search_surface_mode
                        {
                            PostgresSearchSurfaceMode::PlaintextPgvector => {
                                (Some(Vector::from(embedding)), None, None, None, None)
                            }
                            PostgresSearchSurfaceMode::EncryptedRerank => {
                                let (ciphertext, envelope, policy_id, audit_id) =
                                    self.encrypt_embedding(&embedding, &key_scope, &chunk.id)?;
                                (
                                    None,
                                    Some(ciphertext),
                                    envelope.map(|value| json_value(&value)).transpose()?,
                                    Some(policy_id),
                                    Some(audit_id),
                                )
                            }
                            PostgresSearchSurfaceMode::Disabled => (None, None, None, None, None),
                        };
                        let (data, data_ciphertext, data_envelope, data_policy_id, data_audit_id) =
                            self.encode_payload(&chunk, &key_scope, &chunk.id)?;
                        let tenant_shared = tenant_shared_from_metadata(chunk.metadata.as_ref());
                        transaction.execute(
                            "INSERT INTO tandem_memory_chunks
                               (id,tenant_org_id,tenant_workspace_id,tenant_deployment_id,
                                owner_org_unit_id,owner_subject,tenant_shared,data_class,source_binding_id,source,tier,project_id,session_id,source_path,
                                created_at,data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id,
                                embedding,embedding_ciphertext,embedding_envelope,search_policy_decision_id,search_audit_id)
                             VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23,$24,$25)",
                            &[&chunk.id,&scope.tenant.org_id,&scope.tenant.workspace_id,
                              &deployment(&scope.tenant),&scope.org_unit,&scope.subject,
                              &tenant_shared,
                              &data_class,&source_binding_id,
                              &chunk.source,
                              &selector_tier(&MemoryChunkSelector { tier:chunk.tier, project_id:chunk.project_id.clone(), session_id:chunk.session_id.clone() }),
                              &chunk.project_id,&chunk.session_id,&chunk.source_path,&chunk.created_at,
                              &data,&data_ciphertext,&data_envelope,&data_policy_id,&data_audit_id,
                              &vector,&ciphertext,&envelope,&policy_id,&audit_id]
                        ).await.map_err(|error| store_error("write atomic PostgreSQL chunk", error, false))?;
                        MemoryStoreBatchValue::Write(MemoryStoreWriteResult::Stored)
                    }
                    MemoryStoreBatchOperation::Write(MemoryStoreWriteRequest::GlobalRecord {
                        scope,
                        record,
                    }) => {
                        let tenant = tenant_scope_from_global_record(&record);
                        let owner_org = owner_org_unit_id_from_metadata(record.metadata.as_ref());
                        let owner_subject = owner_subject_from_metadata(record.metadata.as_ref());
                        if tenant != scope.tenant
                            || owner_org != scope.org_unit
                            || owner_subject != scope.subject
                        {
                            return Err(MemoryStoreError::new(
                                MemoryStoreErrorKind::ScopeViolation,
                                "global record ownership does not match the PostgreSQL write scope",
                            ));
                        }
                        let key_scope =
                            memory_key_scope_from_metadata(&tenant, record.metadata.as_ref())
                                .with_owner_subject(owner_subject.clone());
                        let (data_class, source_binding_id) = Self::key_scope_columns(&key_scope)?;
                        let existing = transaction.query_opt(
                            "SELECT id FROM tandem_memory_global_records WHERE tenant_org_id=$1
                             AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND user_id=$4
                             AND source_type=$5 AND content_hash=$6 AND run_id=$7
                             AND COALESCE(session_id,'')=COALESCE($8,'')
                             AND COALESCE(message_id,'')=COALESCE($9,'')
                             AND COALESCE(tool_name,'')=COALESCE($10,'')
                             AND COALESCE(owner_org_unit_id,'')=COALESCE($11,'')
                             AND private=$12 AND COALESCE(owner_subject,'')=COALESCE($13,'')
                             AND data_class=$14 AND COALESCE(source_binding_id,'')=COALESCE($15,'') LIMIT 1",
                            &[&tenant.org_id,&tenant.workspace_id,&deployment(&tenant),&record.user_id,
                              &record.source_type,&record.content_hash,&record.run_id,&record.session_id,
                              &record.message_id,&record.tool_name,&owner_org,&owner_subject.is_some(),&owner_subject,
                              &data_class,&source_binding_id]
                        ).await.map_err(|error| store_error("dedupe atomic PostgreSQL global memory", error, false))?;
                        if let Some(row) = existing {
                            MemoryStoreBatchValue::Write(MemoryStoreWriteResult::GlobalRecord(
                                GlobalMemoryWriteResult {
                                    id: row.get(0),
                                    stored: false,
                                    deduped: true,
                                },
                            ))
                        } else {
                            let (
                                data,
                                data_ciphertext,
                                data_envelope,
                                data_policy_id,
                                data_audit_id,
                            ) = self.encode_payload(&record, &key_scope, &record.id)?;
                            let search_content = if self.search_surface_mode
                                == PostgresSearchSurfaceMode::PlaintextPgvector
                            {
                                record.content.as_str()
                            } else {
                                ""
                            };
                            let inserted = transaction.query_opt(
                            "INSERT INTO tandem_memory_global_records
                             (id,tenant_org_id,tenant_workspace_id,tenant_deployment_id,owner_org_unit_id,
                              owner_subject,private,data_class,source_binding_id,user_id,source_type,content_hash,run_id,session_id,message_id,
                              tool_name,project_tag,channel_tag,demoted,expires_at_ms,created_at_ms,search_content,
                              data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id)
                             VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23,$24,$25,$26,$27)
                             ON CONFLICT (tenant_org_id,tenant_workspace_id,tenant_deployment_id,user_id,
                               source_type,content_hash,run_id,(COALESCE(session_id,'')),
                               (COALESCE(message_id,'')),(COALESCE(tool_name,'')),
                               (COALESCE(owner_org_unit_id,'')),private,(COALESCE(owner_subject,'')),
                               data_class,(COALESCE(source_binding_id,'')))
                             DO NOTHING RETURNING id",
                            &[&record.id,&tenant.org_id,&tenant.workspace_id,&deployment(&tenant),&owner_org,
                              &owner_subject,&owner_subject.is_some(),&data_class,&source_binding_id,
                              &record.user_id,&record.source_type,
                              &record.content_hash,&record.run_id,&record.session_id,&record.message_id,
                              &record.tool_name,&record.project_tag,&record.channel_tag,&record.demoted,
                              &record.expires_at_ms.map(|value| value as i64),&(record.created_at_ms as i64),
                              &search_content,&data,&data_ciphertext,&data_envelope,&data_policy_id,&data_audit_id]
                            ).await.map_err(|error| store_error("write atomic PostgreSQL global memory", error, false))?;
                            let (id, stored, deduped) = if let Some(row) = inserted {
                                (row.get(0), true, false)
                            } else {
                                let row = transaction.query_one(
                                    "SELECT id FROM tandem_memory_global_records WHERE tenant_org_id=$1
                                     AND tenant_workspace_id=$2 AND tenant_deployment_id=$3 AND user_id=$4
                                     AND source_type=$5 AND content_hash=$6 AND run_id=$7
                                     AND COALESCE(session_id,'')=COALESCE($8,'')
                                     AND COALESCE(message_id,'')=COALESCE($9,'')
                                     AND COALESCE(tool_name,'')=COALESCE($10,'')
                                     AND COALESCE(owner_org_unit_id,'')=COALESCE($11,'')
                                     AND private=$12 AND COALESCE(owner_subject,'')=COALESCE($13,'')
                                     AND data_class=$14 AND COALESCE(source_binding_id,'')=COALESCE($15,'') LIMIT 1",
                                    &[&tenant.org_id,&tenant.workspace_id,&deployment(&tenant),&record.user_id,
                                      &record.source_type,&record.content_hash,&record.run_id,&record.session_id,
                                      &record.message_id,&record.tool_name,&owner_org,&owner_subject.is_some(),&owner_subject,
                                      &data_class,&source_binding_id]
                                ).await.map_err(|error| store_error("read atomic deduped PostgreSQL global memory", error, false))?;
                                (row.get(0), false, true)
                            };
                            MemoryStoreBatchValue::Write(MemoryStoreWriteResult::GlobalRecord(
                                GlobalMemoryWriteResult {
                                    id,
                                    stored,
                                    deduped,
                                },
                            ))
                        }
                    }
                    MemoryStoreBatchOperation::Mutation(
                        MemoryStoreMutationRequest::DeleteGlobalRecord { scope, id },
                    ) => {
                        let changed=transaction.execute("DELETE FROM tandem_memory_global_records WHERE id=$1 AND tenant_org_id=$2 AND tenant_workspace_id=$3 AND tenant_deployment_id=$4 AND ($5::boolean OR private=false OR owner_subject=$6) AND ($7::text IS NULL OR owner_org_unit_id=$7)",
                            &[&id,&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&(scope.access == MemoryReadAccess::TrustedUnrestricted),&scope.subject,&scope.org_unit]).await.map_err(|error| store_error("delete atomic PostgreSQL global memory", error, false))?;
                        MemoryStoreBatchValue::Mutation(MemoryStoreMutationResult::Changed(
                            changed > 0,
                        ))
                    }
                    MemoryStoreBatchOperation::Mutation(
                        MemoryStoreMutationRequest::UpdateGlobalRecordContext {
                            scope,
                            id,
                            visibility,
                            demoted,
                            metadata,
                            provenance,
                        },
                    ) => {
                        let row=transaction.query_opt("SELECT data,data_ciphertext,data_envelope,data_policy_decision_id,data_audit_id,owner_org_unit_id,owner_subject,data_class,source_binding_id FROM tandem_memory_global_records WHERE id=$1 AND tenant_org_id=$2 AND tenant_workspace_id=$3 AND tenant_deployment_id=$4 AND ($5::boolean OR private=false OR owner_subject=$6) AND ($7::text IS NULL OR owner_org_unit_id=$7)",
                            &[&id,&scope.tenant.org_id,&scope.tenant.workspace_id,&deployment(&scope.tenant),&(scope.access == MemoryReadAccess::TrustedUnrestricted),&scope.subject,&scope.org_unit]).await.map_err(|error| store_error("read atomic PostgreSQL global memory", error, false))?;
                        if let Some(row) = row {
                            let stored_key_scope = Self::persisted_key_scope(
                                &scope.tenant,
                                row.get(5),
                                row.get(6),
                                row.get(7),
                                row.get(8),
                            )?;
                            let mut record: crate::types::GlobalMemoryRecord = self
                                .decode_payload(
                                    row.get(0),
                                    row.get(1),
                                    row.get(2),
                                    &stored_key_scope,
                                    row.get(3),
                                    row.get(4),
                                )?;
                            record.visibility = visibility;
                            record.demoted = demoted;
                            record.metadata = metadata;
                            record.provenance = provenance;
                            record.updated_at_ms = chrono::Utc::now().timestamp_millis() as u64;
                            let owner_org =
                                owner_org_unit_id_from_metadata(record.metadata.as_ref());
                            let owner_subject =
                                owner_subject_from_metadata(record.metadata.as_ref());
                            let next_key_scope = memory_key_scope_from_metadata(
                                &scope.tenant,
                                record.metadata.as_ref(),
                            )
                            .with_owner_subject(owner_subject.clone());
                            let (data_class, source_binding_id) =
                                Self::key_scope_columns(&next_key_scope)?;
                            let (data, cipher, envelope, policy, audit) =
                                self.encode_payload(&record, &next_key_scope, &id)?;
                            transaction.execute("UPDATE tandem_memory_global_records SET data=$2,data_ciphertext=$3,data_envelope=$4,data_policy_decision_id=$5,data_audit_id=$6,demoted=$7,owner_org_unit_id=$8,owner_subject=$9,private=$10,data_class=$11,source_binding_id=$12 WHERE id=$1", &[&id,&data,&cipher,&envelope,&policy,&audit,&record.demoted,&owner_org,&owner_subject,&owner_subject.is_some(),&data_class,&source_binding_id]).await.map_err(|error| store_error("update atomic PostgreSQL global memory", error, false))?;
                            MemoryStoreBatchValue::Mutation(MemoryStoreMutationResult::Changed(
                                true,
                            ))
                        } else {
                            MemoryStoreBatchValue::Mutation(MemoryStoreMutationResult::Changed(
                                false,
                            ))
                        }
                    }
                    _ => unreachable!("atomic batch was preflighted"),
                };
                items.push(MemoryStoreBatchItemResult {
                    index,
                    result: Ok(value),
                });
            }
            transaction
                .commit()
                .await
                .map_err(|error| store_error("commit PostgreSQL memory batch", error, true))?;
            return Ok(MemoryStoreBatchResult {
                completed: true,
                items,
            });
        }
        let mut items = Vec::with_capacity(request.operations.len());
        for (index, operation) in request.operations.into_iter().enumerate() {
            let result = match operation {
                MemoryStoreBatchOperation::Write(value) => self
                    .write_impl(value)
                    .await
                    .map(MemoryStoreBatchValue::Write),
                MemoryStoreBatchOperation::Mutation(value) => self
                    .mutate_impl(value)
                    .await
                    .map(MemoryStoreBatchValue::Mutation),
            };
            let failed = result.is_err();
            items.push(MemoryStoreBatchItemResult { index, result });
            if failed && request.mode == MemoryStoreBatchMode::StopOnError {
                break;
            }
        }
        Ok(MemoryStoreBatchResult {
            completed: items.iter().all(|item| item.result.is_ok()),
            items,
        })
    }

    pub(super) async fn health_impl(
        &self,
        _request: MemoryBackendHealthRequest,
    ) -> MemoryStoreResult<MemoryBackendHealthResult> {
        let client = self.client().await?;
        let version: String = client
            .query_one(
                "SELECT extversion FROM pg_extension WHERE extname='vector'",
                &[],
            )
            .await
            .map_err(|error| store_error("probe pgvector extension", error, true))?
            .get(0);
        let vector_type: String = client.query_one("SELECT format_type(atttypid, atttypmod) FROM pg_attribute WHERE attrelid='tandem_memory_chunks'::regclass AND attname='embedding'", &[]).await.map_err(|error| store_error("probe pgvector dimension", error, true))?.get(0);
        let expected_vector_type = format!("vector({})", self.embedding_dimension);
        let dimension_healthy = vector_type == expected_vector_type;
        Ok(MemoryBackendHealthResult {
            backend: MemoryBackendKind::Postgres,
            status: if dimension_healthy {
                MemoryBackendHealthStatus::Healthy
            } else {
                MemoryBackendHealthStatus::Degraded
            },
            repaired: false,
            checks: vec![
                MemoryBackendHealthCheck {
                    name: "connection".to_string(),
                    healthy: true,
                    detail: None,
                },
                MemoryBackendHealthCheck {
                    name: "pgvector".to_string(),
                    healthy: true,
                    detail: Some(version),
                },
                MemoryBackendHealthCheck {
                    name: "embedding_dimension".to_string(),
                    healthy: dimension_healthy,
                    detail: Some(vector_type),
                },
            ],
        })
    }

    pub(super) async fn recover_impl(
        &self,
        request: MemoryBackendRecoveryRequest,
    ) -> MemoryStoreResult<MemoryBackendRecoveryResult> {
        let client = self.client().await?;
        let changed = match request.action {
            MemoryBackendRecoveryAction::RepairIndexes => {
                client.batch_execute("REINDEX TABLE tandem_memory_chunks; REINDEX TABLE tandem_memory_global_records").await.map_err(|error| store_error("repair PostgreSQL memory indexes", error, true))?;
                true
            }
            MemoryBackendRecoveryAction::ResetAllData => {
                if !request.confirm_data_loss {
                    return Err(MemoryStoreError::invalid(
                        "ResetAllData requires confirm_data_loss=true",
                    ));
                }
                client.batch_execute("TRUNCATE tandem_memory_chunks, tandem_memory_global_records, tandem_memory_entities").await.map_err(|error| store_error("reset PostgreSQL memory data", error, true))?;
                true
            }
        };
        Ok(MemoryBackendRecoveryResult {
            backend: MemoryBackendKind::Postgres,
            action: request.action,
            changed,
        })
    }
}