diff --git a/ci/scripts/single-node-utils.sh b/ci/scripts/single-node-utils.sh
index 4b19b2444f840..c4b49387aafc2 100755
--- a/ci/scripts/single-node-utils.sh
+++ b/ci/scripts/single-node-utils.sh
@@ -5,6 +5,7 @@ set -euo pipefail
 export RW_PREFIX=$PWD/.risingwave
 export PREFIX_BIN=./target/debug
 export PREFIX_LOG=$RW_PREFIX/log
+export RISEDEV=1 # as if we are running in RiseDev
 
 # You can fill up this section by consulting
 # .risingwave/log/risedev.log, after calling `risedev d full`.
@@ -13,11 +14,6 @@ start_single_node() {
   mkdir -p "$HOME/.risingwave/state_store"
   mkdir -p "$HOME/.risingwave/meta_store"
   mkdir -p .risingwave/config
-  cat <<EOF > .risingwave/config/risedev-env
-RW_META_ADDR="http://127.0.0.1:5690"
-RISEDEV_RW_FRONTEND_LISTEN_ADDRESS="127.0.0.1"
-RISEDEV_RW_FRONTEND_PORT="4566"
-EOF
   RUST_BACKTRACE=1 "$PREFIX_BIN"/risingwave >"$1" 2>&1
 }
 
diff --git a/src/cmd_all/scripts/e2e-full-standalone-demo.sh b/src/cmd_all/scripts/e2e-full-standalone-demo.sh
index 409c543e03afa..d3c8e10529f4c 100755
--- a/src/cmd_all/scripts/e2e-full-standalone-demo.sh
+++ b/src/cmd_all/scripts/e2e-full-standalone-demo.sh
@@ -61,13 +61,6 @@ STANDALONE_PID=$!
 
 sleep 15
 
-# FIXME: Integrate standalone into risedev, so we can reuse risedev-env functionality here.
-cat << EOF > "$RW_PREFIX"/config/risedev-env
-RW_META_ADDR="http://0.0.0.0:5690"
-RISEDEV_RW_FRONTEND_LISTEN_ADDRESS="0.0.0.0"
-RISEDEV_RW_FRONTEND_PORT="4566"
-EOF
-
 echo "--- Setting up table"
 ./risedev psql -c "
 CREATE TABLE t (v1 int);
diff --git a/src/cmd_all/src/lib.rs b/src/cmd_all/src/lib.rs
index a872d7de12b39..73180c75032ca 100644
--- a/src/cmd_all/src/lib.rs
+++ b/src/cmd_all/src/lib.rs
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 #![feature(lazy_cell)]
+#![feature(let_chains)]
 
 mod common;
 mod standalone;
diff --git a/src/cmd_all/src/standalone.rs b/src/cmd_all/src/standalone.rs
index aac4bdff35d47..ceb890f4cb3af 100644
--- a/src/cmd_all/src/standalone.rs
+++ b/src/cmd_all/src/standalone.rs
@@ -12,10 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::env;
+use std::fmt::Write;
 use std::future::Future;
+use std::path::Path;
 
 use clap::Parser;
 use risingwave_common::config::MetaBackend;
+use risingwave_common::util::env_var::env_var_is_true;
 use risingwave_common::util::meta_addr::MetaAddressStrategy;
 use risingwave_common::util::runtime::BackgroundShutdownRuntime;
 use risingwave_common::util::tokio_util::sync::CancellationToken;
@@ -245,7 +249,7 @@ pub async fn standalone(
 ) {
     tracing::info!("launching Risingwave in standalone mode");
 
-    let (meta, is_in_memory) = if let Some(opts) = meta_opts {
+    let (meta, is_in_memory) = if let Some(opts) = meta_opts.clone() {
         let is_in_memory = matches!(opts.backend, Some(MetaBackend::Mem));
         tracing::info!("starting meta-node thread with cli args: {:?}", opts);
         let service = Service::spawn("meta", |shutdown| {
@@ -319,11 +323,22 @@ It SHOULD NEVER be used in benchmarks and production environment!!!"
         );
     }
 
-    if let Some(opts) = frontend_opts {
+    // This is a specialization of `generate_risedev_env` in `src/risedevtool/src/risedev_env.rs`.
+    let mut risedev_env = String::new();
+
+    if let Some(opts) = &frontend_opts {
         let host = opts.listen_addr.split(':').next().unwrap_or("localhost");
         let port = opts.listen_addr.split(':').last().unwrap_or("4566");
         let database = "dev";
         let user = "root";
+
+        writeln!(
+            risedev_env,
+            r#"RISEDEV_RW_FRONTEND_LISTEN_ADDRESS="{host}""#
+        )
+        .unwrap();
+        writeln!(risedev_env, r#"RISEDEV_RW_FRONTEND_PORT="{port}""#).unwrap();
+
         eprintln!();
         eprintln!("Connect to the RisingWave instance via psql:");
         eprintln!(
@@ -335,6 +350,20 @@ It SHOULD NEVER be used in benchmarks and production environment!!!"
         );
     }
 
+    if let Some(opts) = &meta_opts {
+        let meta_addr = &opts.listen_addr;
+        writeln!(risedev_env, r#"RW_META_ADDR="http://{meta_addr}""#).unwrap();
+    }
+
+    // Create the environment file when launched by RiseDev.
+    if env_var_is_true("RISEDEV") {
+        let env_path = Path::new(
+            &env::var("PREFIX_CONFIG").expect("env var `PREFIX_CONFIG` must be set by RiseDev"),
+        )
+        .join("risedev-env");
+        std::fs::write(env_path, risedev_env).unwrap();
+    }
+
     let meta_stopped = meta
         .as_ref()
         .map(|m| m.shutdown.clone())