diff --git a/pkg/query-service/agentConf/db.go b/pkg/query-service/agentConf/db.go
index afb59123f4..3369dbe23f 100644
--- a/pkg/query-service/agentConf/db.go
+++ b/pkg/query-service/agentConf/db.go
@@ -12,6 +12,7 @@ import (
 	"go.signoz.io/signoz/pkg/query-service/agentConf/sqlite"
 	"go.signoz.io/signoz/pkg/query-service/model"
 	"go.uber.org/zap"
+	"golang.org/x/exp/slices"
 )
 
 func init() {
@@ -61,6 +62,13 @@ func (r *Repo) GetConfigHistory(
 		return nil, model.InternalError(err)
 	}
 
+	incompleteStatuses := []DeployStatus{DeployInitiated, Deploying}
+	for idx := 1; idx < len(c); idx++ {
+		if slices.Contains(incompleteStatuses, c[idx].DeployStatus) {
+			c[idx].DeployStatus = DeployStatusUnknown
+		}
+	}
+
 	return c, nil
 }
 
diff --git a/pkg/query-service/agentConf/version.go b/pkg/query-service/agentConf/version.go
index c6b8c01ee4..13be5f7cd2 100644
--- a/pkg/query-service/agentConf/version.go
+++ b/pkg/query-service/agentConf/version.go
@@ -18,11 +18,12 @@ const (
 type DeployStatus string
 
 const (
-	PendingDeploy   DeployStatus = "DIRTY"
-	Deploying       DeployStatus = "DEPLOYING"
-	Deployed        DeployStatus = "DEPLOYED"
-	DeployInitiated DeployStatus = "IN_PROGRESS"
-	DeployFailed    DeployStatus = "FAILED"
+	PendingDeploy       DeployStatus = "DIRTY"
+	Deploying           DeployStatus = "DEPLOYING"
+	Deployed            DeployStatus = "DEPLOYED"
+	DeployInitiated     DeployStatus = "IN_PROGRESS"
+	DeployFailed        DeployStatus = "FAILED"
+	DeployStatusUnknown DeployStatus = "UNKNOWN"
 )
 
 type ConfigVersion struct {
diff --git a/pkg/query-service/tests/integration/logparsingpipeline_test.go b/pkg/query-service/tests/integration/logparsingpipeline_test.go
index 2e1b70c1db..1b370e7804 100644
--- a/pkg/query-service/tests/integration/logparsingpipeline_test.go
+++ b/pkg/query-service/tests/integration/logparsingpipeline_test.go
@@ -172,6 +172,77 @@ func TestLogPipelinesLifecycle(t *testing.T) {
 	)
 }
 
+func TestLogPipelinesHistory(t *testing.T) {
+	require := require.New(t)
+	testbed := NewLogPipelinesTestBed(t)
+
+	// Only the latest config version can be "IN_PROGRESS",
+	// other incomplete deployments should have status "UNKNOWN"
+	getPipelinesResp := testbed.GetPipelinesFromQS()
+	require.Equal(0, len(getPipelinesResp.History))
+
+	postablePipelines := logparsingpipeline.PostablePipelines{
+		Pipelines: []logparsingpipeline.PostablePipeline{
+			{
+				OrderId: 1,
+				Name:    "pipeline1",
+				Alias:   "pipeline1",
+				Enabled: true,
+				Filter: &v3.FilterSet{
+					Operator: "AND",
+					Items: []v3.FilterItem{
+						{
+							Key: v3.AttributeKey{
+								Key:      "method",
+								DataType: v3.AttributeKeyDataTypeString,
+								Type:     v3.AttributeKeyTypeTag,
+							},
+							Operator: "=",
+							Value:    "GET",
+						},
+					},
+				},
+				Config: []logparsingpipeline.PipelineOperator{
+					{
+						OrderId: 1,
+						ID:      "add",
+						Type:    "add",
+						Field:   "attributes.test",
+						Value:   "val",
+						Enabled: true,
+						Name:    "test add",
+					},
+				},
+			},
+		},
+	}
+
+	testbed.PostPipelinesToQS(postablePipelines)
+	getPipelinesResp = testbed.GetPipelinesFromQS()
+	require.Equal(1, len(getPipelinesResp.History))
+	require.Equal(agentConf.DeployInitiated, getPipelinesResp.History[0].DeployStatus)
+
+	postablePipelines.Pipelines[0].Config = append(
+		postablePipelines.Pipelines[0].Config,
+		logparsingpipeline.PipelineOperator{
+			OrderId: 2,
+			ID:      "remove",
+			Type:    "remove",
+			Field:   "attributes.test",
+			Enabled: true,
+			Name:    "test remove",
+		},
+	)
+	postablePipelines.Pipelines[0].Config[0].Output = "remove"
+
+	testbed.PostPipelinesToQS(postablePipelines)
+	getPipelinesResp = testbed.GetPipelinesFromQS()
+
+	require.Equal(2, len(getPipelinesResp.History))
+	require.Equal(agentConf.DeployInitiated, getPipelinesResp.History[0].DeployStatus)
+	require.Equal(agentConf.DeployStatusUnknown, getPipelinesResp.History[1].DeployStatus)
+}
+
 func TestLogPipelinesValidation(t *testing.T) {
 	validPipelineFilterSet := &v3.FilterSet{
 		Operator: "AND",