diff --git a/.github/workflows/multi-node-test-workflow.yml b/.github/workflows/multi-node-test-workflow.yml
index 9b548ee14..0bb068e78 100644
--- a/.github/workflows/multi-node-test-workflow.yml
+++ b/.github/workflows/multi-node-test-workflow.yml
@@ -22,7 +22,7 @@ jobs:
       - name: Checkout Branch
         uses: actions/checkout@v2
       - name: Run integration tests with multi node config
-        run: ./gradlew integTest
+        run: ./gradlew integTest -PnumNodes=3
       - name: Upload failed logs
         uses: actions/upload-artifact@v2
         if: failure()
diff --git a/src/main/kotlin/org/opensearch/indexmanagement/rollup/interceptor/ResponseInterceptor.kt b/src/main/kotlin/org/opensearch/indexmanagement/rollup/interceptor/ResponseInterceptor.kt
index 19b6bccdc..881210c95 100644
--- a/src/main/kotlin/org/opensearch/indexmanagement/rollup/interceptor/ResponseInterceptor.kt
+++ b/src/main/kotlin/org/opensearch/indexmanagement/rollup/interceptor/ResponseInterceptor.kt
@@ -53,6 +53,13 @@ import java.time.ZonedDateTime
 import kotlin.math.max
 import kotlin.math.min
 
+/**
+* The Response Interceptor class modifies resopnses if the search API is triggered on rollup and live data
+* 1. The class check if the request was rewritten in the RollupInterceptor into more granular buckets
+* 2. in findOverlap it checks for overlap between live data and rollup data and returns the interval to include
+* 3. computeAggregationsWithoutOverlap() iterates through the buckets and recomputes the aggregations in the expected format
+* 4. Returns a new response for each shard to be combined later
+ **/
 class ResponseInterceptor(
     val clusterService: ClusterService,
     val settings: Settings,
@@ -126,7 +133,9 @@ class ResponseInterceptor(
             return Pair(rollupIndices.toTypedArray(), liveIndices.toTypedArray())
         }
 
-        // Calculated the end time for the current shard index if it is a rollup index with data overlapp
+        /**
+         * Calculates the end time for the current shard index if it is a rollup index with data overlapp
+         **/
         @Suppress("SpreadOperator")
         suspend fun getRollupEndTime(liveDataStartPoint: Long, rollupIndices: Array<String>, dateTargetField: String): Long {
             // Build search request to find the maximum rollup timestamp <= liveDataStartPoint
@@ -145,16 +154,19 @@ class ResponseInterceptor(
             try {
                 return res!!.hits.hits[0].sourceAsMap.get("$dateTargetField.date_histogram") as Long
             } catch (e: Exception) {
-                logger.error("Not able to retrieve intersection time from response: $e")
+                logger.error("Not able to retrieve intersection time from response: ", e)
             }
             return 0L // dummy :P
         }
-
-//         Returns Pair(startRange: Long, endRange: Long)
-//         Note startRange is inclusive and endRange is exclusive, they are Longs because the type is epoch milliseconds
+        /**
+         * Returns Pair(startRange: Long, endRange: Long)
+         * Note startRange is inclusive and endRange is exclusive, they are Longs because the type is epoch milliseconds
+         **/
+        // TODO intercept at the index level instead of the shard level to avoid redundant client calls for every index
         @Suppress("LongMethod", "SpreadOperator")
         suspend fun findOverlap(response: QuerySearchResult): Pair<Long, Long> {
-            val job: Rollup = getRollupJob(response)!! // maybe throw a try catch later
+            // TODO add more error logs and try catch statements for client calls
+            val job: Rollup = getRollupJob(response)!!
             var dateSourceField: String = ""
             var dateTargetField: String = ""
             var rollupInterval: String? = ""
@@ -181,7 +193,7 @@ class ResponseInterceptor(
             val maxRollupDateRequest = SearchRequest()
                 .source(searchSourceBuilder)
                 .indices(*rollupIndices) // add all rollup indices to this request
-            logger.info("Sending maxRollupDate request for $shardRequestIndex")
+            logger.debug("Sending maxRollupDate request for $shardRequestIndex")
             val maxRollupDateResponse: SearchResponse? = client.suspendUntil { search(maxRollupDateRequest, it) }
             // Build search request to find the minimum date in all live indices
             sort = SortBuilders.fieldSort(dateSourceField).order(SortOrder.ASC)
@@ -200,7 +212,7 @@ class ResponseInterceptor(
             } else { // shard index is live index
                 minLiveDateRequest.indices(shardRequestIndex)
             }
-            logger.info("Sending minLiveData request for $shardRequestIndex")
+            logger.debug("Sending minLiveData request for $shardRequestIndex")
             var minLiveDateResponse: SearchResponse? = client.suspendUntil { search(minLiveDateRequest, it) }
             val foundMinAndMax = (minLiveDateResponse != null && maxRollupDateResponse != null)
             // if they overlap find part to exclude
@@ -213,7 +225,7 @@ class ResponseInterceptor(
                 // If intersection found on rollup index, remove overlap
                 if ((liveDataStartPoint < rollupDataEndPoint) && isShardIndexRollup) {
                     // Start at 0, end at live data
-                    logger.info("ronsax sending request to find rollup endtime for index: $shardRequestIndex")
+                    logger.debug("Sending request to find rollup endtime for index: $shardRequestIndex")
                     val endTime = getRollupEndTime(liveDataStartPoint, rollupIndices, dateTargetField)
                     return Pair(0L, endTime)
                 }
@@ -222,7 +234,7 @@ class ResponseInterceptor(
             return Pair(0L, Long.MAX_VALUE)
         }
 
-        // Depending on which metric the aggregation is computer data differently
+        // Depending on which metric the aggregation is, computation is different
         @Suppress("ReturnCount")
         fun computeRunningValue(agg: org.opensearch.search.aggregations.Aggregation, currentValue: Any): Pair<Any, String> {
             when (agg) {
@@ -289,7 +301,7 @@ class ResponseInterceptor(
                     }
                 }
             } else { // Value count calc
-                // Won't double count
+                // Put in set to avoid adding the aggregation twice
                 addedAggregations += modifiedName
                 val originalName = modifiedName.removeSuffix(".rollup.avg.value_count")
                 val avgCount = value as Long
@@ -305,7 +317,9 @@ class ResponseInterceptor(
             throw NullPointerException("Can't calculate avg agg for rollup index")
         }
 
-//       Returns a new InternalAggregations that contains merged aggregation(s) with the overlapping data removed
+        /**
+         * Returns a new InternalAggregations that contains merged aggregation(s) with the overlapping data removed
+         */
         @Suppress("NestedBlockDepth")
         fun computeAggregationsWithoutOverlap(intervalAggregations: InternalAggregations, start: Long, end: Long): InternalAggregations {
             // Store the running values of the aggregations being computed
@@ -333,7 +347,7 @@ class ResponseInterceptor(
                 }
             }
 
-            // Create a new InternalAggregations with sum values
+            // Create a new InternalAggregations with recomputed values discarding the overlap
             val allAggregations = mutableListOf<InternalAggregation>()
             val addedAggregations = mutableSetOf<String>() // avoid repeating the same aggregations
             for ((aggName, data) in aggValues) {