diff --git a/.azure-pipelines/azure-pipelines-linux.yml b/.azure-pipelines/azure-pipelines-linux.yml
deleted file mode 100755
index 10fd842..0000000
--- a/.azure-pipelines/azure-pipelines-linux.yml
+++ /dev/null
@@ -1,73 +0,0 @@
-# This file was generated automatically from conda-smithy. To update this configuration,
-# update the conda-forge.yml and/or the recipe/meta.yaml.
-# -*- mode: yaml -*-
-
-jobs:
-- job: linux
-  pool:
-    vmImage: ubuntu-latest
-  strategy:
-    matrix:
-      linux_64_python3.10.____cpython:
-        CONFIG: linux_64_python3.10.____cpython
-        UPLOAD_PACKAGES: 'True'
-        DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_python3.11.____cpython:
-        CONFIG: linux_64_python3.11.____cpython
-        UPLOAD_PACKAGES: 'True'
-        DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_python3.12.____cpython:
-        CONFIG: linux_64_python3.12.____cpython
-        UPLOAD_PACKAGES: 'True'
-        DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_python3.13.____cp313:
-        CONFIG: linux_64_python3.13.____cp313
-        UPLOAD_PACKAGES: 'True'
-        DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_python3.14.____cp314:
-        CONFIG: linux_64_python3.14.____cp314
-        UPLOAD_PACKAGES: 'True'
-        DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-  timeoutInMinutes: 360
-  variables: {}
-
-  steps:
-  - script: |
-        SWAPFILE=/swapfile
-        # If there is already a swapfile, disable it and remove it
-        if swapon --show | grep -q $SWAPFILE; then
-            echo "Disabling existing swapfile..."
-            sudo swapoff $SWAPFILE || true
-        fi
-        [ -f "$SWAPFILE" ] && sudo rm -f $SWAPFILE
-        sudo fallocate -l 10GiB $SWAPFILE
-        sudo chmod 600 $SWAPFILE
-        sudo mkswap $SWAPFILE
-        sudo swapon $SWAPFILE
-    displayName: Create swap file
-  # configure qemu binfmt-misc running.  This allows us to run docker containers
-  # embedded qemu-static
-  - script: |
-      docker run --rm --privileged multiarch/qemu-user-static:register --reset --credential yes
-      ls /proc/sys/fs/binfmt_misc/
-    condition: not(startsWith(variables['CONFIG'], 'linux_64'))
-    displayName: Configure binfmt_misc
-
-  - script: |
-        export CI=azure
-        export flow_run_id=azure_$(Build.BuildNumber).$(System.JobAttempt)
-        export remote_url=$(Build.Repository.Uri)
-        export sha=$(Build.SourceVersion)
-        export GIT_BRANCH=$BUILD_SOURCEBRANCHNAME
-        export FEEDSTOCK_NAME=$(basename ${BUILD_REPOSITORY_NAME})
-        if [[ "${BUILD_REASON:-}" == "PullRequest" ]]; then
-          export IS_PR_BUILD="True"
-        else
-          export IS_PR_BUILD="False"
-        fi
-        .scripts/run_docker_build.sh
-    displayName: Run docker build
-    env:
-      BINSTAR_TOKEN: $(BINSTAR_TOKEN)
-      FEEDSTOCK_TOKEN: $(FEEDSTOCK_TOKEN)
-      STAGING_BINSTAR_TOKEN: $(STAGING_BINSTAR_TOKEN)
diff --git a/.azure-pipelines/azure-pipelines-osx.yml b/.azure-pipelines/azure-pipelines-osx.yml
index 7871044..8bd74f0 100755
--- a/.azure-pipelines/azure-pipelines-osx.yml
+++ b/.azure-pipelines/azure-pipelines-osx.yml
@@ -5,39 +5,49 @@
 jobs:
 - job: osx
   pool:
-    vmImage: macOS-15
+    vmImage: $(VMIMAGE)
   strategy:
     matrix:
       osx_64_python3.10.____cpython:
         CONFIG: osx_64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_64_python3.11.____cpython:
         CONFIG: osx_64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_64_python3.12.____cpython:
         CONFIG: osx_64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_64_python3.13.____cp313:
         CONFIG: osx_64_python3.13.____cp313
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_64_python3.14.____cp314:
         CONFIG: osx_64_python3.14.____cp314
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_arm64_python3.10.____cpython:
         CONFIG: osx_arm64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_arm64_python3.11.____cpython:
         CONFIG: osx_arm64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_arm64_python3.12.____cpython:
         CONFIG: osx_arm64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_arm64_python3.13.____cp313:
         CONFIG: osx_arm64_python3.13.____cp313
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
       osx_arm64_python3.14.____cp314:
         CONFIG: osx_arm64_python3.14.____cp314
         UPLOAD_PACKAGES: 'True'
+        VMIMAGE: macOS-15
   timeoutInMinutes: 360
   variables: {}
 
diff --git a/.github/workflows/conda-build.yml b/.github/workflows/conda-build.yml
index a948c6c..3e1fda7 100644
--- a/.github/workflows/conda-build.yml
+++ b/.github/workflows/conda-build.yml
@@ -1,15 +1,130 @@
-# This file was added automatically by admin-migrations. Do not modify.
-# It ensures that Github Actions can run once rerendered for the first time.
+# This file was generated automatically from conda-smithy. To update this configuration,
+# update the conda-forge.yml and/or the recipe/meta.yaml.
 # -*- mode: yaml -*-
 
 name: Build conda package
 on:
-  workflow_dispatch:
+  push:
+
+  pull_request:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
+  cancel-in-progress: true
 
 jobs:
   build:
-    name: Disabled build
-    runs-on: ubuntu-slim
-    if: false
+    name: ${{ matrix.CONFIG }}
+    runs-on: ${{ matrix.runs_on }}
+    timeout-minutes: 360
+    strategy:
+      fail-fast: false
+      max-parallel: 50
+      matrix:
+        include:
+          - CONFIG: linux_64_python3.10.____cpython
+            UPLOAD_PACKAGES: True
+            os: ubuntu
+            runs_on: ['ubuntu-latest']
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
+          - CONFIG: linux_64_python3.11.____cpython
+            UPLOAD_PACKAGES: True
+            os: ubuntu
+            runs_on: ['ubuntu-latest']
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
+          - CONFIG: linux_64_python3.12.____cpython
+            UPLOAD_PACKAGES: True
+            os: ubuntu
+            runs_on: ['ubuntu-latest']
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
+          - CONFIG: linux_64_python3.13.____cp313
+            UPLOAD_PACKAGES: True
+            os: ubuntu
+            runs_on: ['ubuntu-latest']
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
+          - CONFIG: linux_64_python3.14.____cp314
+            UPLOAD_PACKAGES: True
+            os: ubuntu
+            runs_on: ['ubuntu-latest']
+            DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
     steps:
-    - run: exit 0
+
+    - name: Checkout code
+      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+
+    - name: Build on Linux
+      id: build-linux
+      if: matrix.os == 'ubuntu'
+      env:
+        CONFIG: ${{ matrix.CONFIG }}
+        UPLOAD_PACKAGES: ${{ matrix.UPLOAD_PACKAGES }}
+        DOCKER_IMAGE: ${{ matrix.DOCKER_IMAGE }}
+        CI: github_actions
+        CONDA_FORGE_DOCKER_RUN_ARGS: "${{ matrix.CONDA_FORGE_DOCKER_RUN_ARGS }}"
+        BINSTAR_TOKEN: ${{ secrets.BINSTAR_TOKEN }}
+        FEEDSTOCK_TOKEN: ${{ secrets.FEEDSTOCK_TOKEN }}
+        STAGING_BINSTAR_TOKEN: ${{ secrets.STAGING_BINSTAR_TOKEN }}
+      shell: bash
+      run: |
+        if [[ "$(uname -m)" == "x86_64" ]]; then
+          echo "::group::Configure binfmt_misc"
+          docker run --rm --privileged multiarch/qemu-user-static:register --reset --credential yes
+        fi
+        export flow_run_id="github_$GITHUB_RUN_ID"
+        export remote_url="https://github.com/$GITHUB_REPOSITORY"
+        export sha="$GITHUB_SHA"
+        export FEEDSTOCK_NAME="$(basename $GITHUB_REPOSITORY)"
+        export GIT_BRANCH="$(basename $GITHUB_REF)"
+        if [[ "${GITHUB_EVENT_NAME}" == "pull_request" ]]; then
+          export IS_PR_BUILD="True"
+        else
+          export IS_PR_BUILD="False"
+        fi
+        echo "::endgroup::"
+        ./.scripts/run_docker_build.sh
+
+    - name: Build on macOS
+      id: build-macos
+      if: matrix.os == 'macos'
+      env:
+        CONFIG: ${{ matrix.CONFIG }}
+        UPLOAD_PACKAGES: ${{ matrix.UPLOAD_PACKAGES }}
+        CI: github_actions
+        BINSTAR_TOKEN: ${{ secrets.BINSTAR_TOKEN }}
+        FEEDSTOCK_TOKEN: ${{ secrets.FEEDSTOCK_TOKEN }}
+        STAGING_BINSTAR_TOKEN: ${{ secrets.STAGING_BINSTAR_TOKEN }}
+      shell: bash
+      run: |
+        export flow_run_id="github_$GITHUB_RUN_ID"
+        export remote_url="https://github.com/$GITHUB_REPOSITORY"
+        export sha="$GITHUB_SHA"
+        export FEEDSTOCK_NAME="$(basename $GITHUB_REPOSITORY)"
+        export GIT_BRANCH="$(basename $GITHUB_REF)"
+        if [[ "${GITHUB_EVENT_NAME}" == "pull_request" ]]; then
+          export IS_PR_BUILD="True"
+        else
+          export IS_PR_BUILD="False"
+        fi
+        ./.scripts/run_osx_build.sh
+
+    - name: Build on windows
+      id: build-windows
+      if: matrix.os == 'windows'
+      shell: cmd
+      run: |
+        set "flow_run_id=github_%GITHUB_RUN_ID%"
+        set "remote_url=https://github.com/%GITHUB_REPOSITORY%"
+        set "sha=%GITHUB_SHA%"
+        call ".scripts\run_win_build.bat"
+      env:
+        # default value; make it explicit, as it needs to match with artefact
+        # generation below. Not configurable for now, can be revisited later
+        CONDA_BLD_DIR: C:\bld
+        MINIFORGE_HOME: ${{ contains(runner.arch, 'ARM') && 'C' || 'D' }}:\Miniforge
+        PYTHONUNBUFFERED: 1
+        CONFIG: ${{ matrix.CONFIG }}
+        CI: github_actions
+        UPLOAD_PACKAGES: ${{ matrix.UPLOAD_PACKAGES }}
+        BINSTAR_TOKEN: ${{ secrets.BINSTAR_TOKEN }}
+        FEEDSTOCK_TOKEN: ${{ secrets.FEEDSTOCK_TOKEN }}
+        STAGING_BINSTAR_TOKEN: ${{ secrets.STAGING_BINSTAR_TOKEN }}
\ No newline at end of file
diff --git a/.scripts/build_steps.sh b/.scripts/build_steps.sh
index 780a358..be060cb 100755
--- a/.scripts/build_steps.sh
+++ b/.scripts/build_steps.sh
@@ -20,6 +20,7 @@ export PYTHONUNBUFFERED=1
 export RECIPE_ROOT="${RECIPE_ROOT:-/home/conda/recipe_root}"
 export CI_SUPPORT="${FEEDSTOCK_ROOT}/.ci_support"
 export CONFIG_FILE="${CI_SUPPORT}/${CONFIG}.yaml"
+export RATTLER_CACHE_DIR="${FEEDSTOCK_ROOT}/build_artifacts/pkg_cache"
 
 cat >~/.condarc <<CONDARC
 
diff --git a/LICENSE.txt b/LICENSE.txt
index 2ec51d7..c5aa738 100644
--- a/LICENSE.txt
+++ b/LICENSE.txt
@@ -1,6 +1,5 @@
 BSD-3-Clause license
-Copyright (c) 2015-2022, conda-forge contributors
-All rights reserved.
+Copyright (c) 2015-2026, conda-forge contributors
 
 Redistribution and use in source and binary forms, with or without
 modification, are permitted provided that the following conditions are met:
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index eff4ad6..03594e4 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -7,7 +7,7 @@ stages:
   jobs:
     - job: Skip
       pool:
-        vmImage: 'ubuntu-22.04'
+        vmImage: 'ubuntu-latest'
       variables:
         DECODE_PERCENTS: 'false'
         RET: 'true'
@@ -28,6 +28,5 @@ stages:
   condition: and(succeeded(), eq(dependencies.Check.outputs['Skip.result.start_main'], 'true'))
   dependsOn: Check
   jobs:
-    - template: ./.azure-pipelines/azure-pipelines-linux.yml
     - template: ./.azure-pipelines/azure-pipelines-osx.yml
     - template: ./.azure-pipelines/azure-pipelines-win.yml
\ No newline at end of file
diff --git a/build-locally.py b/build-locally.py
index 9dfe440..05493e4 100755
--- a/build-locally.py
+++ b/build-locally.py
@@ -1,5 +1,6 @@
 #!/bin/sh
 """exec" "python3" "$0" "$@" #"""  # fmt: off # fmt: on
+
 #
 # This file has been generated by conda-smithy in order to build the recipe
 # locally.
@@ -27,13 +28,6 @@ def setup_environment(ns):
             os.path.dirname(__file__), "miniforge3"
         )
 
-    # The default cache location might not be writable using docker on macOS.
-    if ns.config.startswith("linux") and platform.system() == "Darwin":
-        os.environ["CONDA_FORGE_DOCKER_RUN_ARGS"] = (
-            os.environ.get("CONDA_FORGE_DOCKER_RUN_ARGS", "")
-            + " -e RATTLER_CACHE_DIR=/tmp/rattler_cache"
-        )
-
 
 def run_docker_build(ns):
     script = ".scripts/run_docker_build.sh"
diff --git a/recipe/meta.yaml b/recipe/meta.yaml
index 069493b..192a379 100644
--- a/recipe/meta.yaml
+++ b/recipe/meta.yaml
@@ -1,5 +1,5 @@
 {% set name = "multipers" %}
-{% set version = "2.4.1" %}
+{% set version = "2.5.0" %}
 
 package:
   name: {{ name|lower }}
@@ -7,10 +7,16 @@ package:
 
 source:
   url: https://pypi.org/packages/source/{{ name[0] }}/{{ name }}/{{ name }}-{{ version }}.tar.gz
-  sha256: d700ea1f032576fa22e24c3b68524c982a2967c33f47f1a854d76c6ae2262002
+  sha256: 5a6c0e7f2825af24c3e743dd4aeea5afc859d70ea7f3705c80d6380cd5d9476d
 
 build:
-  script: {{ PYTHON }} -m pip install . -vv
+  script: |
+    export CONDA_PREFIX="${PREFIX}"  # [unix]
+    export CMAKE_GENERATOR=Ninja  # [unix]
+    export CMAKE_BUILD_PARALLEL_LEVEL="${CPU_COUNT}"  # [unix]
+    set "CONDA_PREFIX=%PREFIX:\=/%"  # [win]
+    set "CMAKE_BUILD_PARALLEL_LEVEL=%CPU_COUNT%"  # [win]
+    {{ PYTHON }} -m pip install . -vv --no-build-isolation --no-deps
   number: 0
   skip: true  # [py<=39]
 
@@ -23,19 +29,34 @@ requirements:
     - cross-python_{{ target_platform }}     # [build_platform != target_platform]
     - numpy >=2                              # [build_platform != target_platform]
     - cython >=3                             # [build_platform != target_platform]
+    - pip                                    # [build_platform != target_platform]
+    - python-build                           # [build_platform != target_platform]
+    - wheel                                  # [build_platform != target_platform]
+    - scikit-build-core                      # [build_platform != target_platform]
+    - ninja
+    - cmake >=3.27
   host:
     - python
     - numpy >=2
     - cython >=3
-    - setuptools
+    - python-build
+    - scikit-build-core
+    - wheel
     - pip
     - tbb
     - tbb-devel
     - libboost-devel
+    - cgal-cpp 
+    - gmp
+    - mpfr
+    - eigen
+    - llvm-openmp                            # [osx]
+    - libgomp                                # [linux]
+    - intel-openmp                           # [win]
   run:
     - python
     - tbb
-    - numpy
+    - {{ pin_compatible('numpy') }}
     - gudhi >=3.8
     - tqdm
     - scipy
@@ -43,6 +64,9 @@ requirements:
     - matplotlib-base
     - scikit-learn
     - pot
+    - llvm-openmp                            # [osx]
+    - libgomp                                # [linux]
+    - intel-openmp                           # [win]
 
 
 test:
@@ -56,7 +80,7 @@ test:
 about:
   home: https://davidlapous.github.io/multipers/
   summary: Multiparameter Topological Persistence for Machine Learning
-  license: MIT
+  license: GPL-3.0-or-later
   license_file: LICENSE
 
 extra: