diff --git a/CHANGELOG/CHANGELOG-3.4.md b/CHANGELOG/CHANGELOG-3.4.md
index cd1fbc829..c5c52c8f6 100644
--- a/CHANGELOG/CHANGELOG-3.4.md
+++ b/CHANGELOG/CHANGELOG-3.4.md
@@ -6,6 +6,10 @@ Previous change logs can be found at [CHANGELOG-3.3](https://github.com/etcd-io/
 
 ## v3.4.37 (TBC)
 
+### Dependencies
+- Bump [golang.org/x/net to v0.36.0 to address CVE-2025-22870](https://github.com/etcd-io/etcd/pull/19529).
+- Compile binaries using [go 1.23.7](https://github.com/etcd-io/etcd/pull/19533)
+
 <hr>
 
 ## v3.4.36 (2025-02-25)
diff --git a/CHANGELOG/CHANGELOG-3.5.md b/CHANGELOG/CHANGELOG-3.5.md
index deb6e5b22..181127e28 100644
--- a/CHANGELOG/CHANGELOG-3.5.md
+++ b/CHANGELOG/CHANGELOG-3.5.md
@@ -13,8 +13,9 @@ Previous change logs can be found at [CHANGELOG-3.4](https://github.com/etcd-io/
 - Backport [add mixed read-write performance evaluation scripts](https://github.com/etcd-io/etcd/pull/19275).
 
 ### Dependencies
-- Compile binaries using [go 1.23.6](https://github.com/etcd-io/etcd/pull/19430).
+- Compile binaries using [go 1.23.7](https://github.com/etcd-io/etcd/pull/19528).
 - Bump [golang.org/x/crypto to v0.35.0 to address CVE-2025-22869](https://github.com/etcd-io/etcd/pull/19478).
+- Bump [golang.org/x/net to v0.36.0 to address CVE-2025-22870](https://github.com/etcd-io/etcd/pull/19530).
 
 <hr>
 
diff --git a/CHANGELOG/CHANGELOG-3.6.md b/CHANGELOG/CHANGELOG-3.6.md
index 10d698e2f..133427bb1 100644
--- a/CHANGELOG/CHANGELOG-3.6.md
+++ b/CHANGELOG/CHANGELOG-3.6.md
@@ -10,6 +10,16 @@ Previous change logs can be found at [CHANGELOG-3.5](https://github.com/etcd-io/
 
 ## v3.6.0-rc.2 (TBD)
 
+### etcd server
+
+- Add [Prometheus metric to query server feature gates](https://github.com/etcd-io/etcd/pull/19495).
+
+### Dependencies
+
+- Compile binaries using [go 1.23.7](https://github.com/etcd-io/etcd/pull/19527).
+- Bump [golang.org/x/net to v0.36.0 to address CVE-2025-22870](https://github.com/etcd-io/etcd/pull/19531).
+- Bump [github.com/grpc-ecosystem/grpc-gateway/v2 to v2.26.3 to fix the issue of etcdserver crashing on receiving REST watch stream requests](https://github.com/etcd-io/etcd/pull/19522).
+
 <hr>
 
 ## v3.6.0-rc.1 (2025-02-25)