diff --git a/.github/workflows/gpu-build.yml b/.github/workflows/gpu-build.yml
index 00fb6d8..afdd82b 100644
--- a/.github/workflows/gpu-build.yml
+++ b/.github/workflows/gpu-build.yml
@@ -27,7 +27,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.11
+          python-version: 3.12
 
       - name: Install Python dependencies
         run: |
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 21ceee7..14c82dd 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -14,10 +14,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-latest]
-        jax-version: ["jax[cpu]"]
-        include:
-          - os: ubuntu-latest
-            jax-version: "'jax[cpu]==0.4.20' 'numpy<2.0'"
+        jax-version: ["jax"]
 
     steps:
       - uses: actions/checkout@v4
@@ -28,7 +25,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: "3.9"
+          python-version: "3.12"
 
       - name: Install fftw on ubuntu
         if: ${{ matrix.os == 'ubuntu-latest' }}
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 36899a7..e89127a 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -35,7 +35,7 @@ jobs:
       - uses: actions/setup-python@v5
         name: Install Python
         with:
-          python-version: "3.9"
+          python-version: "3.12"
       - name: Build sdist
         run: |
           python -m pip install -U pip
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index dd3d6ac..235156e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,20 +1,20 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: "v4.6.0"
+    rev: "v5.0.0"
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
         exclude_types: [json, binary]
   - repo: https://github.com/psf/black
-    rev: "24.8.0"
+    rev: "24.10.0"
     hooks:
       - id: black-jupyter
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.6.8"
+    rev: "v0.6.9"
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
   - repo: https://github.com/pre-commit/mirrors-clang-format
-    rev: "v19.1.0"
+    rev: "v19.1.1"
     hooks:
       - id: clang-format
diff --git a/src/jax_finufft/ops.py b/src/jax_finufft/ops.py
index 545f56e..127389e 100644
--- a/src/jax_finufft/ops.py
+++ b/src/jax_finufft/ops.py
@@ -3,6 +3,7 @@
 from functools import partial, reduce
 
 import numpy as np
+import jax
 from jax import core
 from jax import jit
 from jax import numpy as jnp
@@ -123,7 +124,12 @@ def jvp(prim, args, tangents, *, output_shape, iflag, eps, opts):
         )
         output_tangents += [s * output_tangent[:, :, n] for n, s in enumerate(scales)]
 
-    return output, reduce(ad.add_tangents, output_tangents, ad.Zero.from_value(output))
+    if jax.version.__version_info__ < (0, 4, 34):
+        zero = ad.Zero.from_value(output)
+    else:
+        zero = ad.Zero.from_primal_value(output)
+
+    return output, reduce(ad.add_tangents, output_tangents, zero)
 
 
 def transpose(doutput, source, *points, output_shape, eps, iflag, opts):