diff --git a/azure-pipelines.yml b/azure-pipelines.yml
new file mode 100644
index 0000000..3dca137
--- /dev/null
+++ b/azure-pipelines.yml
@@ -0,0 +1,42 @@
+# Azure Pipelines CI build configuration
+# Documentation at https://aka.ms/yaml
+
+variables:
+  # commit reference in https://github.com/riscv/riscv-gnu-toolchain
+  RISCV_GNU_TOOLCHAIN_COMMIT_ID: 2e334e222d43bcde237c289385c977dcab81eda9
+
+trigger:
+  branches:
+    include:
+    - master
+
+jobs:
+- job: "GCC"
+  displayName: "RV32 GCC"
+  pool:
+    vmImage: "ubuntu-16.04"
+  steps:
+  - bash: |
+      # Dependencies as listed at
+      # https://github.com/riscv/riscv-gnu-toolchain
+      sudo apt-get install -y autoconf automake autotools-dev curl \
+        libmpc-dev libmpfr-dev libgmp-dev gawk build-essential bison \
+        flex texinfo gperf libtool patchutils bc zlib1g-dev libexpat-dev
+    displayName: 'Install build dependencies'
+
+  - bash: |
+      sudo mkdir /tools/riscv && sudo chmod 777 /tools/riscv
+      ./build-gcc.sh
+    displayName: 'Build GCC toolchain'
+    env:
+      ARTIFACT_STAGING_DIR: $(Build.ArtifactStagingDirectory)
+
+  - task: GithubRelease@0
+    displayName: 'Upload to GitHub releases'
+    inputs:
+      gitHubConnection: lowrisc-artifact-upload
+      repositoryName: lowrisc/lowrisc-toolchains
+      tagSource: auto
+      assets: |
+          $(Build.ArtifactStagingDirectory)/build.log
+          $(Build.ArtifactStagingDirectory)/*.tar.xz
diff --git a/build-gcc.sh b/build-gcc.sh
new file mode 100755
index 0000000..b8013c3
--- /dev/null
+++ b/build-gcc.sh
@@ -0,0 +1,42 @@
+#!/bin/bash
+
+set -e
+set -x
+
+TOP=$PWD
+
+TOOLCHAIN_NAME=lowrisc-toolchain-gcc-rv32imc-$(git -C $TOP describe --always)
+
+mkdir -p build/gcc
+cd build/gcc
+git clone --recursive https://github.com/riscv/riscv-gnu-toolchain
+cd riscv-gnu-toolchain
+git checkout $RISCV_GNU_TOOLCHAIN_COMMIT_ID
+./configure --prefix=/tools/riscv \
+    --with-abi=ilp32 \
+    --with-arch=rv32imc \
+    --with-cmodel=medany 2>&1 | tee $ARTIFACT_STAGING_DIR/build.log
+make -j$(nproc) 2>&1 | tee $ARTIFACT_STAGING_DIR/build.log
+# Includes make install
+
+echo 'Version:' >> /tools/riscv/buildinfo
+git -C $TOP describe --always >> /tools/riscv/buildinfo
+echo >> /tools/riscv/buildinfo
+
+echo 'Version of https://github.com/riscv/riscv-gnu-toolchain:' >> /tools/riscv/buildinfo
+git -C $TOP/build/gcc/riscv-gnu-toolchain describe --always >> /tools/riscv/buildinfo
+echo >> /tools/riscv/buildinfo
+
+echo 'GCC version:' >> /tools/riscv/buildinfo
+/tools/riscv/bin/riscv32-unknown-elf-gcc --version | head -n1 >> /tools/riscv/buildinfo
+echo >> /tools/riscv/buildinfo
+
+echo "Built at $(date -u) on $(hostname)" >> /tools/riscv/buildinfo
+echo >> /tools/riscv/buildinfo
+
+tar -cJ \
+  --directory=/tools \
+  -f $ARTIFACT_STAGING_DIR/$TOOLCHAIN_NAME.tar.xz \
+  --transform="s@riscv@$TOOLCHAIN_NAME@" \
+  --owner=0 --group=0 \
+  riscv