diff --git a/.github/workflows/linux.yml b/.github/workflows/linux.yml
index 1d08b5e9..eb1c64e2 100644
--- a/.github/workflows/linux.yml
+++ b/.github/workflows/linux.yml
@@ -15,7 +15,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        llvm-version: [11, 13]
+        llvm-version: [11, 13, 14]
         # Testing all levels because there was a bug that only happened with -O1. (#224)
         opt-level: ['-O0', '-O1', '-O2', '-O3']
     steps:
@@ -50,24 +50,29 @@ jobs:
 
   doctest:
     runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        llvm-version: [11, 13]
     steps:
       - uses: actions/checkout@v3
       - run: sudo apt update
-      - run: sudo apt install -y llvm-${{ matrix.llvm-version }}-dev clang-${{ matrix.llvm-version }} make
-      - run: LLVM_CONFIG=llvm-config-${{ matrix.llvm-version }} make
-      - run: ./doctest.sh
+      - run: sudo apt install -y llvm-{11,13,14}-dev clang-{11,13,14} make
+
+      - run: LLVM_CONFIG=llvm-config-11 ./doctest.sh
+      - run: make clean
+      - run: LLVM_CONFIG=llvm-config-13 ./doctest.sh
+      - run: make clean
+      - run: LLVM_CONFIG=llvm-config-14 ./doctest.sh
 
   compare-compilers:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
       - run: sudo apt update
-      - run: sudo apt install -y llvm-13-dev clang-13 make valgrind
-      - run: LLVM_CONFIG=llvm-config-13 make
-      - run: ./compare_compilers.sh
+      - run: sudo apt install -y llvm-{11,13,14}-dev clang-{11,13,14} make
+
+      - run: LLVM_CONFIG=llvm-config-11 ./compare_compilers.sh
+      - run: make clean
+      - run: LLVM_CONFIG=llvm-config-13 ./compare_compilers.sh
+      - run: make clean
+      - run: LLVM_CONFIG=llvm-config-14 ./compare_compilers.sh
 
   editorconfig-checker:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/macos.yml b/.github/workflows/macos.yml
index 72bad46c..32cc77b0 100644
--- a/.github/workflows/macos.yml
+++ b/.github/workflows/macos.yml
@@ -13,11 +13,20 @@ jobs:
         opt-level: ['-O0', '-O1', '-O2', '-O3']
     steps:
       - uses: actions/checkout@v3
-      - run: brew install bash diffutils llvm@13
-      - run: make
+      - run: brew install bash diffutils llvm@{13,14}
+
+      - name: Compile with LLVM 13
+        run: LLVM_CONFIG=/usr/local/opt/llvm@13/bin/llvm-config make
+      - run: ./runtests.sh --verbose --jou-flags "${{ matrix.opt-level }}"
+      - run: ./runtests.sh --verbose --jou-flags "${{ matrix.opt-level }} --verbose"
+      - run: make clean
+
+      - name: Compile with LLVM 14
+      - run: LLVM_CONFIG=/usr/local/opt/llvm@14/bin/llvm-config make
       - run: ./runtests.sh --verbose --jou-flags "${{ matrix.opt-level }}"
       - run: ./runtests.sh --verbose --jou-flags "${{ matrix.opt-level }} --verbose"
       - run: make clean
+
       - name: Check that "make clean" deleted all files not committed to Git
         shell: bash
         run: |
@@ -30,13 +39,18 @@ jobs:
     runs-on: macos-latest
     steps:
       - uses: actions/checkout@v3
-      - run: brew install bash diffutils llvm@13
-      - run: make
-      - run: ./doctest.sh
+      - run: brew install bash diffutils llvm@{13,14}
+
+      - run: LLVM_CONFIG=/usr/local/opt/llvm@13/bin/llvm-config ./doctest.sh
+      - run: make clean
+      - run: LLVM_CONFIG=/usr/local/opt/llvm@14/bin/llvm-config ./doctest.sh
 
   compare-compilers:
     runs-on: macos-latest
     steps:
       - uses: actions/checkout@v3
-      - run: brew install bash diffutils llvm@13
-      - run: ./compare_compilers.sh
+      - run: brew install bash diffutils llvm@{13,14}
+
+      - run: LLVM_CONFIG=/usr/local/opt/llvm@13/bin/llvm-config ./compare_compilers.sh
+      - run: make clean
+      - run: LLVM_CONFIG=/usr/local/opt/llvm@14/bin/llvm-config ./compare_compilers.sh
diff --git a/Makefile.posix b/Makefile.posix
index 43fc81ee..a9cab3a9 100644
--- a/Makefile.posix
+++ b/Makefile.posix
@@ -1,6 +1,9 @@
-# Linux has llvm-config-13/11, on macos brew installs LLVM to a weird place in /usr/local/
+# Linux has llvm-config-xx in PATH, where xx is version number
+# On macos, brew installs LLVM to a weird place in /usr/local/
 LLVM_CONFIG ?= $(shell \
-	which llvm-config-13 \
+	which llvm-config-14 \
+	|| which /usr/local/opt/llvm@14/bin/llvm-config \
+	|| which llvm-config-13 \
 	|| which /usr/local/opt/llvm@13/bin/llvm-config \
 	|| which llvm-config-11 \
 	|| which /usr/local/opt/llvm@11/bin/llvm-config \
@@ -20,7 +23,7 @@ compile_flags.txt:
 	echo "-I$(shell $(LLVM_CONFIG) --includedir)"  > compile_flags.txt
 
 config.h:
-	@v=`$(LLVM_CONFIG) --version`; case "$$v" in 11.*|13.*) ;; *) echo "Error: Found unsupported LLVM version $$v. Only LLVM 11, 13 are supported."; exit 1; esac
+	@v=`$(LLVM_CONFIG) --version`; case "$$v" in 11.*|13.*|14.*) ;; *) echo "Error: Found unsupported LLVM version $$v. Only LLVM 11, 13 and 14 are supported."; exit 1; esac
 	echo "// auto-generated by Makefile" > config.h
 	echo "#define JOU_CLANG_PATH \"$(shell $(LLVM_CONFIG) --bindir)/clang\"" >> config.h
 
diff --git a/README.md b/README.md
index cf2eca9a..1d205bf4 100644
--- a/README.md
+++ b/README.md
@@ -63,7 +63,7 @@ The instructions for developing Jou are in [CONTRIBUTING.md](CONTRIBUTING.md).
 
 1. Install the dependencies:
     ```
-    $ sudo apt install git llvm-13-dev clang-13 make
+    $ sudo apt install git llvm-14-dev clang-14 make
     ```
     Let me know if you use a distro that doesn't have `apt`,
     and you need help with this step.
@@ -94,10 +94,12 @@ The instructions for developing Jou are in [CONTRIBUTING.md](CONTRIBUTING.md).
     Note that the `~` character does not work here,
     so you need to use a full path (or `$HOME`) instead.
 
-It is also possible to use llvm and clang version 11 instead of 13.
-By default, the `make` command decides automatically
-whether to use LLVM and clang version 11 or 13,
-preferring version 13 if it is installed.
+These LLVM/clang versions are supported:
+- LLVM 11 with clang 11
+- LLVM 13 with clang 13
+- LLVM 14 with clang 14
+
+By default, the `make` command picks the latest available version.
 You can also specify the version manually by setting the `LLVM_CONFIG` variable:
 
 ```
diff --git a/src/target.c b/src/target.c
index d82af995..8d4c303c 100644
--- a/src/target.c
+++ b/src/target.c
@@ -37,7 +37,7 @@ void init_target(void)
     assert(target.target_ref);
 
     target.target_machine_ref = LLVMCreateTargetMachine(
-        target.target_ref, target.triple, "x86-64", "", LLVMCodeGenLevelDefault, LLVMRelocDefault, LLVMCodeModelDefault);
+        target.target_ref, target.triple, "x86-64", "", LLVMCodeGenLevelDefault, LLVMRelocPIC, LLVMCodeModelDefault);
     assert(target.target_machine_ref);
 
     target.target_data_ref = LLVMCreateTargetDataLayout(target.target_machine_ref);