diff --git a/flow/connectors/postgres/cdc.go b/flow/connectors/postgres/cdc.go
index d1fc44b7e6..0bf8958fb5 100644
--- a/flow/connectors/postgres/cdc.go
+++ b/flow/connectors/postgres/cdc.go
@@ -43,6 +43,7 @@ type PostgresCDCSource struct {
 
 	// for storing chema delta audit logs to catalog
 	catalogPool *pgxpool.Pool
+	flowJobName string
 }
 
 type PostgresCDCConfig struct {
@@ -53,7 +54,8 @@ type PostgresCDCConfig struct {
 	SrcTableIDNameMapping  map[uint32]string
 	TableNameMapping       map[string]model.NameAndExclude
 	RelationMessageMapping model.RelationMessageMapping
-	CatalogConnection      *pgxpool.Pool
+	CatalogPool            *pgxpool.Pool
+	FlowJobName            string
 }
 
 // Create a new PostgresCDCSource
@@ -77,7 +79,8 @@ func NewPostgresCDCSource(cdcConfig *PostgresCDCConfig, customTypeMap map[uint32
 		commitLock:                false,
 		customTypeMapping:         customTypeMap,
 		logger:                    *slog.With(slog.String(string(shared.FlowNameKey), flowName)),
-		catalogPool:               cdcConfig.CatalogConnection,
+		catalogPool:               cdcConfig.CatalogPool,
+		flowJobName:               cdcConfig.FlowJobName,
 	}, nil
 }
 
@@ -193,7 +196,7 @@ func (p *PostgresCDCSource) consumeStream(
 	}
 
 	var standByLastLogged time.Time
-	cdcRecordsStorage := cdc_records.NewCDCRecordsStore(req.FlowJobName)
+	cdcRecordsStorage := cdc_records.NewCDCRecordsStore(p.flowJobName)
 	defer func() {
 		if cdcRecordsStorage.IsEmpty() {
 			records.SignalAsEmpty()
@@ -207,7 +210,7 @@ func (p *PostgresCDCSource) consumeStream(
 	}()
 
 	shutdown := utils.HeartbeatRoutine(p.ctx, 10*time.Second, func() string {
-		jobName := req.FlowJobName
+		jobName := p.flowJobName
 		currRecords := cdcRecordsStorage.Len()
 		return fmt.Sprintf("pulling records for job - %s, currently have %d records", jobName, currRecords)
 	})
@@ -271,7 +274,7 @@ func (p *PostgresCDCSource) consumeStream(
 		if waitingForCommit && !p.commitLock {
 			p.logger.Info(fmt.Sprintf(
 				"[%s] commit received, returning currently accumulated records - %d",
-				req.FlowJobName,
+				p.flowJobName,
 				cdcRecordsStorage.Len()),
 			)
 			return nil
@@ -281,7 +284,7 @@ func (p *PostgresCDCSource) consumeStream(
 		if time.Now().After(nextStandbyMessageDeadline) {
 			if !cdcRecordsStorage.IsEmpty() {
 				p.logger.Info(fmt.Sprintf("[%s] standby deadline reached, have %d records, will return at next commit",
-					req.FlowJobName,
+					p.flowJobName,
 					cdcRecordsStorage.Len()),
 				)
 
@@ -293,7 +296,7 @@ func (p *PostgresCDCSource) consumeStream(
 				waitingForCommit = true
 			} else {
 				p.logger.Info(fmt.Sprintf("[%s] standby deadline reached, no records accumulated, continuing to wait",
-					req.FlowJobName),
+					p.flowJobName),
 				)
 			}
 			nextStandbyMessageDeadline = time.Now().Add(standbyMessageTimeout)
@@ -356,7 +359,7 @@ func (p *PostgresCDCSource) consumeStream(
 
 			p.logger.Debug(fmt.Sprintf("XLogData => WALStart %s ServerWALEnd %s ServerTime %s\n",
 				xld.WALStart, xld.ServerWALEnd, xld.ServerTime))
-			rec, err := p.processMessage(records, xld, req.FlowJobName, clientXLogPos)
+			rec, err := p.processMessage(records, xld, clientXLogPos)
 
 			if err != nil {
 				return fmt.Errorf("error processing message: %w", err)
@@ -474,7 +477,7 @@ func (p *PostgresCDCSource) consumeStream(
 }
 
 func (p *PostgresCDCSource) processMessage(batch *model.CDCRecordStream, xld pglogrepl.XLogData,
-	flowJobName string, currentClientXlogPos pglogrepl.LSN) (model.Record, error) {
+	currentClientXlogPos pglogrepl.LSN) (model.Record, error) {
 	logicalMsg, err := pglogrepl.Parse(xld.WALData)
 	if err != nil {
 		return nil, fmt.Errorf("error parsing logical message: %w", err)
@@ -513,7 +516,7 @@ func (p *PostgresCDCSource) processMessage(batch *model.CDCRecordStream, xld pgl
 		if p.relationMessageMapping[msg.RelationID] == nil {
 			p.relationMessageMapping[msg.RelationID] = convertRelationMessageToProto(msg)
 		} else {
-			return p.processRelationMessage(currentClientXlogPos, convertRelationMessageToProto(msg), flowJobName)
+			return p.processRelationMessage(currentClientXlogPos, convertRelationMessageToProto(msg))
 		}
 
 	case *pglogrepl.TruncateMessage:
@@ -756,7 +759,7 @@ func convertRelationMessageToProto(msg *pglogrepl.RelationMessage) *protos.Relat
 	}
 }
 
-func (p *PostgresCDCSource) genSchemaDeltaAuditLog(flowJobName string, rec *model.RelationRecord) error {
+func (p *PostgresCDCSource) auditSchemaDelta(flowJobName string, rec *model.RelationRecord) error {
 	activityInfo := activity.GetInfo(p.ctx)
 	workflowID := activityInfo.WorkflowExecution.ID
 	runID := activityInfo.WorkflowExecution.RunID
@@ -768,7 +771,7 @@ func (p *PostgresCDCSource) genSchemaDeltaAuditLog(flowJobName string, rec *mode
 	_, err = p.catalogPool.Exec(p.ctx,
 		`INSERT INTO
 		 peerdb_stats.schema_deltas_audit_log(flow_job_name,workflow_id,run_id,delta_info)
-		 VALUES($1,$2,$3,$4) ON CONFLICT DO NOTHING`,
+		 VALUES($1,$2,$3,$4)`,
 		flowJobName, workflowID, runID, recJSON)
 	if err != nil {
 		return fmt.Errorf("failed to insert row into table: %w", err)
@@ -780,7 +783,6 @@ func (p *PostgresCDCSource) genSchemaDeltaAuditLog(flowJobName string, rec *mode
 func (p *PostgresCDCSource) processRelationMessage(
 	lsn pglogrepl.LSN,
 	currRel *protos.RelationMessage,
-	flowJobName string,
 ) (model.Record, error) {
 	// retrieve initial RelationMessage for table changed.
 	prevRel := p.relationMessageMapping[currRel.RelationId]
@@ -839,7 +841,7 @@ func (p *PostgresCDCSource) processRelationMessage(
 		TableSchemaDelta: schemaDelta,
 		CheckPointID:     int64(lsn),
 	}
-	return rec, p.genSchemaDeltaAuditLog(flowJobName, rec)
+	return rec, p.auditSchemaDelta(p.flowJobName, rec)
 }
 
 func (p *PostgresCDCSource) recToTablePKey(req *model.PullRecordsRequest,
diff --git a/flow/connectors/postgres/postgres.go b/flow/connectors/postgres/postgres.go
index af968fc5e4..06c1cfd62a 100644
--- a/flow/connectors/postgres/postgres.go
+++ b/flow/connectors/postgres/postgres.go
@@ -236,7 +236,8 @@ func (c *PostgresConnector) PullRecords(catalogPool *pgxpool.Pool, req *model.Pu
 		Publication:            publicationName,
 		TableNameMapping:       req.TableNameMapping,
 		RelationMessageMapping: req.RelationMessageMapping,
-		CatalogConnection:      catalogPool,
+		CatalogPool:            catalogPool,
+		FlowJobName:            req.FlowJobName,
 	}, c.customTypesMapping)
 	if err != nil {
 		return fmt.Errorf("failed to create cdc source: %w", err)