diff --git a/.github/workflows/apple_m.yml b/.github/workflows/apple_m.yml
index 4f73e2bc0b..f64fe10216 100644
--- a/.github/workflows/apple_m.yml
+++ b/.github/workflows/apple_m.yml
@@ -24,7 +24,7 @@ jobs:
         
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Print system information
         run: |
@@ -52,7 +52,7 @@ jobs:
           fi
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           # We include the commit sha in the cache key, as new cache entries are
diff --git a/.github/workflows/arm64_graviton.yml b/.github/workflows/arm64_graviton.yml
index 4b4e151672..498b012e61 100644
--- a/.github/workflows/arm64_graviton.yml
+++ b/.github/workflows/arm64_graviton.yml
@@ -30,7 +30,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Print system information
         run: |
@@ -52,7 +52,7 @@ jobs:
           fi
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           # We include the commit sha in the cache key, as new cache entries are
diff --git a/.github/workflows/c910v.yml b/.github/workflows/c910v.yml
index 9981c437b7..17e7741349 100644
--- a/.github/workflows/c910v.yml
+++ b/.github/workflows/c910v.yml
@@ -31,7 +31,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: install build deps
         run: |
@@ -40,7 +40,7 @@ jobs:
           gcc-${{ matrix.apt_triple }} gfortran-${{ matrix.apt_triple }} libgomp1-riscv64-cross libglib2.0-dev
 
       - name: checkout qemu
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: XUANTIE-RV/qemu
           path: qemu
@@ -58,7 +58,7 @@ jobs:
           make install
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           key: ccache-${{ runner.os }}-${{ matrix.target }}-${{ github.ref }}-${{ github.sha }}
diff --git a/.github/workflows/codspeed-bench.yml b/.github/workflows/codspeed-bench.yml
index 94e0d708ed..9bc8be161c 100644
--- a/.github/workflows/codspeed-bench.yml
+++ b/.github/workflows/codspeed-bench.yml
@@ -21,8 +21,8 @@ jobs:
         pyver: ["3.12"]
     runs-on: ${{ matrix.os }}
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
         with:
             python-version: ${{ matrix.pyver }}
 
@@ -43,7 +43,7 @@ jobs:
           fi
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           # We include the commit sha in the cache key, as new cache entries are
@@ -147,8 +147,9 @@ jobs:
           OPENBLAS_NUM_THREADS=1 pytest benchmarks/bench_blas.py -k 'gesdd'
 
       - name: Run benchmarks
-        uses: CodSpeedHQ/action@v3
+        uses: CodSpeedHQ/action@v4
         with:
+          mode: simulation
           token: ${{ secrets.CODSPEED_TOKEN }}
           run: |
             cd benchmark/pybench
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 391183d1cd..b6cae3788f 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -14,11 +14,11 @@ jobs:
     if: "github.repository == 'OpenMathLib/OpenBLAS'"
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: "3.10"
 
diff --git a/.github/workflows/dynamic_arch.yml b/.github/workflows/dynamic_arch.yml
index 3699200465..cd9ef284e2 100644
--- a/.github/workflows/dynamic_arch.yml
+++ b/.github/workflows/dynamic_arch.yml
@@ -33,7 +33,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Print system information
         run: |
@@ -76,7 +76,7 @@ jobs:
           fi
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           # We include the commit sha in the cache key, as new cache entries are
@@ -253,7 +253,7 @@ jobs:
             ${{ matrix.target-prefix }}-ccache
 
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Prepare ccache
         # Get cache location of ccache
@@ -266,7 +266,7 @@ jobs:
           echo "key=ccache-msys2-${{ matrix.msystem }}-${{ matrix.idx }}-${{ matrix.build-type }}-${{ github.ref }}-${{ github.sha }}" >> $GITHUB_OUTPUT
 
       - name: Restore ccache
-        uses: actions/cache/restore@v3
+        uses: actions/cache/restore@v5
         with:
           path: ${{ steps.ccache-prepare.outputs.ccachedir }}
           key: ${{ steps.ccache-prepare.outputs.key }}
@@ -311,7 +311,7 @@ jobs:
 
       - name: Save ccache
         # Save the cache after we are done (successfully) building
-        uses: actions/cache/save@v3
+        uses: actions/cache/save@v5
         with:
           path: ${{ steps.ccache-prepare.outputs.ccachedir }}
           key: ${{ steps.ccache-prepare.outputs.key }}
@@ -357,7 +357,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Install Dependencies
         run: |
@@ -365,7 +365,7 @@ jobs:
           sudo apt-get install -y ccache gcc-${{ matrix.triple }} gfortran-${{ matrix.triple }} libgomp1-${{ matrix.target }}-cross
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           key: ccache-${{ runner.os }}-${{ matrix.target }}-${{ github.ref }}-${{ github.sha }}
@@ -392,7 +392,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Install Dependencies
         run: |
diff --git a/.github/workflows/harmonyos.yml b/.github/workflows/harmonyos.yml
index 118fe6300e..859f2e7873 100644
--- a/.github/workflows/harmonyos.yml
+++ b/.github/workflows/harmonyos.yml
@@ -20,7 +20,7 @@ jobs:
         -DCMAKE_INSTALL_PREFIX=install \
         -DCMAKE_BUILD_TYPE=Release \
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@v6
     - name: ndk-install
       run: |
         wget https://repo.huaweicloud.com/harmonyos/os/4.1.1-Release/ohos-sdk-windows_linux-public.tar.gz
diff --git a/.github/workflows/loongarch64.yml b/.github/workflows/loongarch64.yml
index c4f5df13a4..0b6f64782d 100644
--- a/.github/workflows/loongarch64.yml
+++ b/.github/workflows/loongarch64.yml
@@ -38,7 +38,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Install APT deps
         run: |
@@ -47,7 +47,7 @@ jobs:
                                gcc-14-loongarch64-linux-gnu g++-14-loongarch64-linux-gnu gfortran-14-loongarch64-linux-gnu
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           key: ccache-${{ runner.os }}-${{ matrix.target }}-${{ github.ref }}-${{ github.sha }}
diff --git a/.github/workflows/loongarch64_clang.yml b/.github/workflows/loongarch64_clang.yml
index a42a2cd651..42d22be2d2 100644
--- a/.github/workflows/loongarch64_clang.yml
+++ b/.github/workflows/loongarch64_clang.yml
@@ -31,7 +31,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Install libffi6
         run: |
@@ -51,7 +51,7 @@ jobs:
           tar -xf loongson-gnu-toolchain-8.3-x86_64-loongarch64-linux-gnu-rc1.3.tar.xz -C /opt
 
       - name: Checkout qemu
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           repository: qemu/qemu
           path: qemu
@@ -69,7 +69,7 @@ jobs:
           echo "PATH=$GITHUB_WORKSPACE:/opt/clang+llvm_8.0.1-6_amd64-linux-gnu_debian-10/bin:/opt/loongson-gnu-toolchain-8.3-x86_64-loongarch64-linux-gnu-rc1.3/bin:$PATH" >> $GITHUB_ENV
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           key: ccache-${{ runner.os }}-${{ matrix.target }}-${{ github.ref }}-${{ github.sha }}
diff --git a/.github/workflows/mips64.yml b/.github/workflows/mips64.yml
index bad7bf85e1..1efbf2c576 100644
--- a/.github/workflows/mips64.yml
+++ b/.github/workflows/mips64.yml
@@ -35,7 +35,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: install build deps
         run: |
@@ -44,7 +44,7 @@ jobs:
           gcc-${{ matrix.triple }} gfortran-${{ matrix.triple }} libgomp1-mips64el-cross libglib2.0-dev
 
       - name: checkout qemu
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
         with:
           repository: qemu/qemu
           path: qemu
@@ -58,7 +58,7 @@ jobs:
           make install
 
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           key: ccache-${{ runner.os }}-${{ matrix.target }}-${{ github.ref }}-${{ github.sha }}
diff --git a/.github/workflows/nightly-Homebrew-build.yml b/.github/workflows/nightly-Homebrew-build.yml
index 4e2b55807e..6630a3bcca 100644
--- a/.github/workflows/nightly-Homebrew-build.yml
+++ b/.github/workflows/nightly-Homebrew-build.yml
@@ -48,7 +48,7 @@ jobs:
           sleep ${delay}
         if: github.event_name == 'schedule'
 
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v6
         # This isn't even needed, technically. Homebrew will get `develop` via git
 
       - name: Update Homebrew
@@ -69,7 +69,7 @@ jobs:
           mv *.bottle.tar.gz bottles
 
       - name: Upload bottle
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
         with:
           name: openblas--HEAD.catalina.bottle.tar.gz
           path: bottles
diff --git a/.github/workflows/riscv64_vector.yml b/.github/workflows/riscv64_vector.yml
index 474e51bb48..3b231392cb 100644
--- a/.github/workflows/riscv64_vector.yml
+++ b/.github/workflows/riscv64_vector.yml
@@ -34,7 +34,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: install build deps
         run: |
@@ -48,7 +48,7 @@ jobs:
           chmod +x /opt/riscv/bin/qemu-riscv64
           
       - name: Compilation cache
-        uses: actions/cache@v3
+        uses: actions/cache@v5
         with:
           path: ~/.ccache
           key: ccache-${{ runner.os }}-${{ matrix.target }}-${{ github.ref }}-${{ github.sha }}
diff --git a/.github/workflows/windows_arm64.yml b/.github/workflows/windows_arm64.yml
index 21043ec251..5a3a8fe84e 100644
--- a/.github/workflows/windows_arm64.yml
+++ b/.github/workflows/windows_arm64.yml
@@ -21,7 +21,7 @@ jobs:
     runs-on: windows-11-arm
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v6
 
       - name: Install LLVM for Win-ARM64
         shell: pwsh