diff --git a/pages/clustering/high-availability.mdx b/pages/clustering/high-availability.mdx
index 9c4b7fc4..00c8676c 100644
--- a/pages/clustering/high-availability.mdx
+++ b/pages/clustering/high-availability.mdx
@@ -404,9 +404,9 @@ for which the timeout is used is the following:
 - EnableWritingOnMainReq -> coordinator sending to data instances 
 - GetInstanceUUIDReq -> coordinator sending to data instances
 - GetDatabaseHistoriesReq -> coordinator sending to data instances
-- StateCheckReq -> coordinator sending to data instances
+- StateCheckReq -> coordinator sending to data instances. The timeout is set to 5s.
 - SwapMainUUIDReq -> coordinator sending to data instances
-- FrequentHeartbeatReq -> coordinator sending to data instances
+- FrequentHeartbeatReq -> main sending to replica. The timeout is set to 5s.
 - HeartbeatReq -> main sending to replica
 - TimestampReq -> main sending to replica
 - SystemHeartbeatReq -> main sending to replica
@@ -438,6 +438,12 @@ With this unit-based tracking system, the replica is expected to report progress
 every 2–3 seconds. Given this, a timeout of 60 seconds is set to avoid
 unnecessary network instability while ensuring responsiveness.
 
+Except timeouts on read and write operations, Memgraph also has a timeout of 5s
+for sockets when establishing connection. Such a timeout helps in having low p99
+latencies when using RPC stack which manifests for users as smooth and predictable
+network communication between instances.
+
+
 ## Failover
 
 ### Determining instance's health
diff --git a/pages/release-notes.mdx b/pages/release-notes.mdx
index 9cec55b0..1549b0ae 100644
--- a/pages/release-notes.mdx
+++ b/pages/release-notes.mdx
@@ -66,6 +66,15 @@ updated.
 
 ## 🚀 Latest release
 
+### Memgraph v3.3.0 - June 4th, 2025
+
+### MAGE v3.3.0 - June 4th, 2025
+
+### Lab v3.3.0 - June 4th, 2025
+
+
+## Previous releases
+
 ### Memgraph v3.2.0 - Apr 23rd, 2025
 
 {<h4 className="custom-header">⚠️ Breaking changes</h4>}
@@ -249,7 +258,6 @@ updated.
 
 ### Lab v3.2.0 - Apr 23rd, 2025
 
-## Previous releases
 
 ### Memgraph v3.1.1 - Mar 28th, 2025