diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e94413a210..dfee5f2e9a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -34,6 +34,7 @@ jobs:
       - name: Build wheels
         uses: PyO3/maturin-action@v1
         with:
+          manylinux: ${{ startsWith(matrix.runs-on, 'ubuntu') && '2_28' || 'auto' }}
           args: -i python --release --out dist -m python/Cargo.toml
       - name: Install built wheel
         run: |
@@ -94,10 +95,17 @@ jobs:
       matrix:
         settings:
           - host: ubuntu-24.04
+            target: x86_64-unknown-linux-gnu
+            build: yarn build:debug --target x86_64-unknown-linux-gnu --use-napi-cross
           - host: ubuntu-24.04-arm
+            target: aarch64-unknown-linux-gnu
+            build: yarn build:debug --target aarch64-unknown-linux-gnu --use-napi-cross
           - host: macos-15
+            build: yarn build:debug --target aarch64-apple-darwin
           - host: macos-15-intel
+            build: yarn build:debug
           - host: windows-latest
+            build: yarn build:debug
     runs-on: ${{ matrix.settings.host }}
     steps:
       - uses: actions/checkout@v4
@@ -124,14 +132,8 @@ jobs:
         run: yarn install --ignore-scripts --frozen-lockfile --registry https://registry.npmjs.org --network-timeout 300000
 
       - name: Build
-        if: ${{ matrix.settings.host != 'macos-15' }}
-        working-directory: nodejs
-        run: yarn build:debug
-
-      - name: Build
-        if: ${{ matrix.settings.host == 'macos-15' }}
         working-directory: nodejs
-        run: yarn build:debug --target aarch64-apple-darwin
+        run: ${{ matrix.settings.build }}
 
       - name: Upload artifact
         uses: actions/upload-artifact@v4
diff --git a/CHANGELOG.md b/CHANGELOG.md
index fca045f874..3e43eff4ea 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,6 +10,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - **All SDKs:** `CalendarContext.finance_calendar` now exposes the endpoint's pagination controls so callers can page through results themselves. Previously the method issued a single request with no page-size control, so the server's default page cap (historically ~10 events) made even a one-day query look truncated at 10 results. Three optional parameters were added — `count` (max events per page), `offset` (events to skip), and `next` (a new `CalendarPageDirection` enum: `Later` / `Earlier`) — and the response's `next_date` cursor is returned as-is. To retrieve a full window, request a larger `count`, or re-call with the returned `next_date` as `start` until it comes back empty. This is a signature change across every layer (Rust core + blocking, C, C++, Java, Node.js, Python); the new arguments are optional in the languages that support defaults. Reported as longbridge/developers#1265
 
+### Fixed
+
+- **Node.js & Python SDKs:** the Linux `x86_64`/`aarch64` **gnu** native binaries were built directly on the `ubuntu-24.04` CI runner (glibc 2.39), so they required glibc ≥ 2.39 at load time and failed with `ERR_DLOPEN_FAILED` / `GLIBC_2.39 not found` on glibc-2.34 platforms (Amazon Linux 2023, AWS Lambda, Vercel, RHEL 9, Ubuntu 22.04). The gnu builds now target an older glibc baseline — Python wheels build in the `manylinux_2_28` container (glibc 2.28) and the Node.js bindings cross-compile with `@napi-rs/cross-toolchain` (`--use-napi-cross`) — restoring compatibility with current serverless/older-glibc environments. The musl builds and the Java JNI (cross-built) artifacts were already unaffected. Reported as longbridge/developers#811
+
 ## [5.1.0] - 2026-09-20
 
 ### Breaking changes