diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 18d9a59c..69991d4f 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -42,10 +42,10 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pipenv'
-          cache-dependency-path: Pipfile.lock
+          cache-dependency-path: Pipfile.lock.${{ matrix.python-version }}
       - name: Install Pipenv
         run: pip3 install pipenv
       - name: Install Python Dependencies
-        run: pipenv sync --categories="packages dev-packages ci" --verbose
+        run: ./versioned_pipenv sync --categories="packages dev-packages ci" --verbose
       - name: ${{ matrix.task }}
-        run: pipenv run ${{ matrix.cmd }}
+        run: ./versioned_pipenv run ${{ matrix.cmd }}
diff --git a/.gitignore b/.gitignore
index bc35b37d..471c62d3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,3 +2,4 @@ __pycache__
 .vscode
 .idea
 *.swp
+Pipfile.lock
diff --git a/Dockerfile b/Dockerfile
index 808b8285..89f06d8e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,7 +2,7 @@ FROM python:3.10
 
 WORKDIR /ml-compiler-opt
 COPY . .
-RUN pip install pipenv && pipenv sync --system --categories "packages,dev-packages,ci" && pipenv --clear
+RUN pip install pipenv && ./versioned_pipenv sync --system --categories "packages,dev-packages,ci" && ./versioned_pipenv --clear
 
 WORKDIR /ml-compiler-opt/compiler_opt/tools
 ENV PYTHONPATH=/ml-compiler-opt
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index fa68d3db..00000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,1900 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "bd6e055867dec0deae82ed0df60f1bf49a2e09acc7a8ef15c1c94b274662293d"
-        },
-        "pipfile-spec": 6,
-        "requires": {},
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.python.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "ci": {
-        "cloudpickle": {
-            "hashes": [
-                "sha256:81a929b6e3c7335c863c771d673d105f02efdb89dfaba0c90495d1c64796601b",
-                "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
-        },
-        "joblib": {
-            "hashes": [
-                "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6",
-                "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==1.4.2"
-        },
-        "llvmlite": {
-            "hashes": [
-                "sha256:14f0e4bf2fd2d9a75a3534111e8ebeb08eda2f33e9bdd6dfa13282afacdde0ed",
-                "sha256:18e9953c748b105668487b7c81a3e97b046d8abf95c4ddc0cd3c94f4e4651ae8",
-                "sha256:35d80d61d0cda2d767f72de99450766250560399edc309da16937b93d3b676e7",
-                "sha256:3e8d0618cb9bfe40ac38a9633f2493d4d4e9fcc2f438d39a4e854f39cc0f5f98",
-                "sha256:47e147cdda9037f94b399bf03bfd8a6b6b1f2f90be94a454e3386f006455a9b4",
-                "sha256:6912a87782acdff6eb8bf01675ed01d60ca1f2551f8176a300a886f09e836a6a",
-                "sha256:6d4fd101f571a31acb1559ae1af30f30b1dc4b3186669f92ad780e17c81e91bc",
-                "sha256:74937acd22dc11b33946b67dca7680e6d103d6e90eeaaaf932603bec6fe7b03a",
-                "sha256:7a2872ee80dcf6b5dbdc838763d26554c2a18aa833d31a2635bff16aafefb9c9",
-                "sha256:7d434ec7e2ce3cc8f452d1cd9a28591745de022f931d67be688a737320dfcead",
-                "sha256:977525a1e5f4059316b183fb4fd34fa858c9eade31f165427a3977c95e3ee749",
-                "sha256:9cd2a7376f7b3367019b664c21f0c61766219faa3b03731113ead75107f3b66c",
-                "sha256:a289af9a1687c6cf463478f0fa8e8aa3b6fb813317b0d70bf1ed0759eab6f761",
-                "sha256:ae2b5b5c3ef67354824fb75517c8db5fbe93bc02cd9671f3c62271626bc041d5",
-                "sha256:bc9efc739cc6ed760f795806f67889923f7274276f0eb45092a1473e40d9b867",
-                "sha256:c1da416ab53e4f7f3bc8d4eeba36d801cc1894b9fbfbf2022b29b6bad34a7df2",
-                "sha256:d5bd550001d26450bd90777736c69d68c487d17bf371438f975229b2b8241a91",
-                "sha256:df6509e1507ca0760787a199d19439cc887bfd82226f5af746d6977bd9f66844",
-                "sha256:e0a9a1a39d4bf3517f2af9d23d479b4175ead205c592ceeb8b89af48a327ea57",
-                "sha256:eccce86bba940bae0d8d48ed925f21dbb813519169246e2ab292b5092aba121f",
-                "sha256:f99b600aa7f65235a5a05d0b9a9f31150c390f31261f2a0ba678e26823ec38f7"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==0.43.0"
-        },
-        "numba": {
-            "hashes": [
-                "sha256:01ef4cd7d83abe087d644eaa3d95831b777aa21d441a23703d649e06b8e06b74",
-                "sha256:0b983bd6ad82fe868493012487f34eae8bf7dd94654951404114f23c3466d34b",
-                "sha256:0ebaa91538e996f708f1ab30ef4d3ddc344b64b5227b67a57aa74f401bb68b9d",
-                "sha256:1527dc578b95c7c4ff248792ec33d097ba6bef9eda466c948b68dfc995c25781",
-                "sha256:159e618ef213fba758837f9837fb402bbe65326e60ba0633dbe6c7f274d42c1b",
-                "sha256:19407ced081d7e2e4b8d8c36aa57b7452e0283871c296e12d798852bc7d7f198",
-                "sha256:3031547a015710140e8c87226b4cfe927cac199835e5bf7d4fe5cb64e814e3ab",
-                "sha256:38d6ea4c1f56417076ecf8fc327c831ae793282e0ff51080c5094cb726507b1c",
-                "sha256:3fb02b344a2a80efa6f677aa5c40cd5dd452e1b35f8d1c2af0dfd9ada9978e4b",
-                "sha256:4142d7ac0210cc86432b818338a2bc368dc773a2f5cf1e32ff7c5b378bd63ee8",
-                "sha256:5d761de835cd38fb400d2c26bb103a2726f548dc30368853121d66201672e651",
-                "sha256:5df6158e5584eece5fc83294b949fd30b9f1125df7708862205217e068aabf16",
-                "sha256:5f4fde652ea604ea3c86508a3fb31556a6157b2c76c8b51b1d45eb40c8598703",
-                "sha256:62908d29fb6a3229c242e981ca27e32a6e606cc253fc9e8faeb0e48760de241e",
-                "sha256:819a3dfd4630d95fd574036f99e47212a1af41cbcb019bf8afac63ff56834449",
-                "sha256:a17b70fc9e380ee29c42717e8cc0bfaa5556c416d94f9aa96ba13acb41bdece8",
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-                "sha256:cac02c041e9b5bc8cf8f2034ff6f0dbafccd1ae9590dc146b3a02a45e53af4e2",
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-                "sha256:f75262e8fe7fa96db1dca93d53a194a38c46da28b112b8a4aca168f0df860347",
-                "sha256:fe0b28abb8d70f8160798f4de9d486143200f34458d34c4a214114e445d7124e"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==0.60.0"
-        },
-        "numpy": {
-            "hashes": [
-                "sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b",
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-                "sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea",
-                "sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c",
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-                "sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==1.26.4"
-        },
-        "packaging": {
-            "hashes": [
-                "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759",
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-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==24.2"
-        },
-        "pandas": {
-            "hashes": [
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-            "markers": "python_version >= '3.9'",
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-        },
-        "python-dateutil": {
-            "hashes": [
-                "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3",
-                "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
-            "version": "==2.9.0.post0"
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-        "pytz": {
-            "hashes": [
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-            "version": "==2024.2"
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diff --git a/Pipfile.lock.3.10 b/Pipfile.lock.3.10
new file mode 100644
index 00000000..468a683a
--- /dev/null
+++ b/Pipfile.lock.3.10
@@ -0,0 +1,1007 @@
+{
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+                "url": "https://pypi.python.org/simple",
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+}
diff --git a/Pipfile.lock.3.11 b/Pipfile.lock.3.11
new file mode 100644
index 00000000..c1ddc1a4
--- /dev/null
+++ b/Pipfile.lock.3.11
@@ -0,0 +1,1998 @@
+{
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+            "version": "==0.13.3"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb",
+                "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.5.0"
+        },
+        "yapf": {
+            "hashes": [
+                "sha256:00d3aa24bfedff9420b2e0d5d9f5ab6d9d4268e72afbf59bb3fa542781d5218e",
+                "sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==0.43.0"
+        }
+    }
+}
diff --git a/README.md b/README.md
index bdb0fcd9..79910dcf 100644
--- a/README.md
+++ b/README.md
@@ -72,7 +72,7 @@ pip3 install pipenv
 
 The actual dependencies:
 ```shell
-pipenv sync --system --categories "packages dev-packages ci"
+./versioned_pipenv sync --system --categories "packages dev-packages ci"
 ```
 Note that the above command will only work from the root of the repository
 since it needs to have `Pipfile.lock` in the working directory at the time
diff --git a/buildbot/buildbot_init.sh b/buildbot/buildbot_init.sh
index 487443ae..4a3b3333 100644
--- a/buildbot/buildbot_init.sh
+++ b/buildbot/buildbot_init.sh
@@ -125,7 +125,7 @@ wget --quiet https://raw.githubusercontent.com/google/ml-compiler-opt/main/Pipfi
 # install the tf pip package for the AOT ("release" scenario).
 sudo -u buildbot python3 -m pip install --break-system-packages pipenv
 echo installed pipenv
-sudo -u buildbot python3 -m pipenv sync --extra-pip-args="--break-system-packages" --categories "packages dev-packages" --system
+sudo -u buildbot python3 versioned_pipenv sync --extra-pip-args="--break-system-packages" --categories "packages dev-packages" --system
 echo used pipenv
 python3 -m pip install --break-system-packages buildbot-worker==2.9.0
 echo installed buildbot worker
diff --git a/docs/contributing.md b/docs/contributing.md
index 061ba79d..f9cc103b 100644
--- a/docs/contributing.md
+++ b/docs/contributing.md
@@ -24,8 +24,8 @@ again.
 
 Use `yapf` to format the submission before making a PR. The version of yapf 
 that is used by this repository along with other development tools can be 
-installed with `pipenv sync --categories="dev-packages" --system` and run on 
-the entire repository with `yapf . -ir`.
+installed with `./versioned_pipenv sync --categories="dev-packages" --system`
+and run on the entire repository with `yapf . -ir`.
 
 ## Linting
 
diff --git a/docs/inlining-demo/demo.md b/docs/inlining-demo/demo.md
index f66df3fa..9b2b6f5a 100644
--- a/docs/inlining-demo/demo.md
+++ b/docs/inlining-demo/demo.md
@@ -115,7 +115,7 @@ See also [the build bot script](../../buildbot/buildbot_init.sh)
 cd ~/ml-compiler-opt
 sudo apt-get install python3-pip
 pip3 install pipenv
-pipenv sync --system
+./versioned_pipenv sync --system
 
 TF_PIP=$(python3 -m pip show tensorflow | grep Location | cut -d ' ' -f 2)
 
diff --git a/docs/regalloc-demo/demo.md b/docs/regalloc-demo/demo.md
index 4972fc88..fa5e1457 100644
--- a/docs/regalloc-demo/demo.md
+++ b/docs/regalloc-demo/demo.md
@@ -123,7 +123,7 @@ ml-compiler-opt repository:
 ```bash
 cd $WORKING_DIR/ml-compiler-opt
 pip3 install pipenv
-pipenv sync --system
+./versioned_pipenv sync --system
 ```
 
 If you plan on doing development work on this checkout of ml-compiler-opt,
@@ -209,7 +209,7 @@ should work:
 
 ```bash
 pip3 uninstall protobuf
-pipenv sync --system
+./versioned_pipenv sync --system
 ```
 
 ## Building LLVM
diff --git a/experimental/docker/development.Dockerfile b/experimental/docker/development.Dockerfile
index edd88b53..eb832a6f 100644
--- a/experimental/docker/development.Dockerfile
+++ b/experimental/docker/development.Dockerfile
@@ -41,7 +41,7 @@ COPY buildbot/build_tflite.sh ./
 RUN ./build_tflite.sh
 COPY . /ml-compiler-opt
 WORKDIR /ml-compiler-opt
-RUN pip3 install pipenv && pipenv sync --categories "packages dev-packages ci" --system && pipenv --clear
+RUN pip3 install pipenv && ./versioned_pipenv sync --categories "packages dev-packages ci" --system && ./versioned_pipenv --clear
 RUN apt-get autoremove -y --purge \
     && apt-get clean -y \
     && rm -rf /var/lib/apt/lists/*
diff --git a/run_tests.sh b/run_tests.sh
index 454ceebc..55cbcca4 100755
--- a/run_tests.sh
+++ b/run_tests.sh
@@ -19,9 +19,9 @@ pip3 install pipenv
 
 # Download pre-requisite packages.
 PIPENV_VENV_IN_PROJECT=1
-pipenv sync --dev
+./versioned_pipenv sync --dev
 
 # Run tests
 TF_CPP_MIN_LOG_LEVE=3
 PYTHONPATH="${PYTHONPATH}:$(dirname "$0")"
-pipenv run python3 -m pytest
+./versioned_pipenv run python3 -m pytest
diff --git a/versioned_pipenv b/versioned_pipenv
new file mode 100755
index 00000000..828958cf
--- /dev/null
+++ b/versioned_pipenv
@@ -0,0 +1,16 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import sys
+import subprocess
+import shutil
+
+lockfile = "Pipfile.lock"
+versioned_lockfile = f"{lockfile}.{sys.version_info.major}.{sys.version_info.minor}"
+
+my_args = sys.argv[1:]
+
+print(f"using lockfile {versioned_lockfile}")
+print(f"args: {my_args}")
+
+shutil.copy(versioned_lockfile, lockfile)
+subprocess.check_call(["pipenv"] + my_args)