diff --git a/.gitea/workflows/release.yml b/.gitea/workflows/release.yml
index 1e6b678b..50aa8c59 100644
--- a/.gitea/workflows/release.yml
+++ b/.gitea/workflows/release.yml
@@ -147,7 +147,10 @@ jobs:
   build-linux-arm64:
     runs-on: linux-arm64
     container:
+      # Force the ARM64 image variant — QEMU binfmt on the runner handles execution.
+      # This avoids multiarch cross-compilation package conflicts entirely.
       image: rust:1.88-slim
+      options: --platform linux/arm64
     steps:
       - name: Checkout
         run: |
@@ -158,21 +161,14 @@ jobs:
           git checkout FETCH_HEAD
       - name: Install dependencies
         run: |
-          # Enable arm64 multiarch so apt can install aarch64 libraries for cross-compilation
-          dpkg --add-architecture arm64
+          # Native ARM64 container — install packages without multiarch conflicts
           apt-get update -qq && apt-get install -y -qq \
-            gcc-aarch64-linux-gnu \
-            libwebkit2gtk-4.1-dev:arm64 libssl-dev:arm64 libgtk-3-dev:arm64 \
-            libayatana-appindicator3-dev:arm64 librsvg2-dev:arm64 patchelf \
+            libwebkit2gtk-4.1-dev libssl-dev libgtk-3-dev \
+            libayatana-appindicator3-dev librsvg2-dev patchelf \
             pkg-config curl perl
           curl -fsSL https://deb.nodesource.com/setup_22.x | bash -
           apt-get install -y nodejs
       - name: Build
-        env:
-          CARGO_TARGET_AARCH64_UNKNOWN_LINUX_GNU_LINKER: aarch64-linux-gnu-gcc
-          PKG_CONFIG_SYSROOT_DIR: /
-          PKG_CONFIG_LIBDIR: /usr/lib/aarch64-linux-gnu/pkgconfig:/usr/share/pkgconfig
-          PKG_CONFIG_ALLOW_CROSS: "1"
         run: |
           npm ci --legacy-peer-deps
           rustup target add aarch64-unknown-linux-gnu
diff --git a/src/lib/domainPrompts.ts b/src/lib/domainPrompts.ts
index 855051a5..99a10af0 100644
--- a/src/lib/domainPrompts.ts
+++ b/src/lib/domainPrompts.ts
@@ -292,7 +292,6 @@ When analyzing automation and CI/CD issues, focus on these key areas:
 - **Common error patterns**: "unreachable" (SSH/network), "task failed" (check return code and stderr), "permission denied" (sudo/become misconfiguration), "variable undefined" (inventory variable precedence), "timeout" (slow target or network), "hook failed" (Helm pre/post hook error).
 
 Always ask about the automation tool version, execution environment (direct CLI, Tower/AWX, Jenkins pipeline), and whether this worked before and what changed.`,
-};
 
   hpe_infra: `You are a senior HPE infrastructure engineer specializing in incident triage and root cause analysis. Your expertise covers HPE OneView, HPE iLO, HPE Synergy composable infrastructure, HPE ProLiant DL servers, and HPE firmware management tools.