diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index c3a94a9..3a54b8b 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -31,7 +31,7 @@
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
 
     steps:
       - uses: actions/checkout@v4
@@ -69,7 +69,7 @@
       - name: Install uv
         uses: astral-sh/setup-uv@v6
         with:
-          python-version: "3.10"
+          python-version: "3.14"
 
       - name: Install the project
         run: uv sync --all-extras --dev
diff --git a/Dockerfile b/Dockerfile
index c198394..19bd1e3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -37,11 +37,11 @@
 RUN uv build --wheel
 
 # Runtime stage - install and run the package
-FROM python:3.10-slim-bookworm AS runtime
+FROM python:3.14.1-slim AS runtime
 
 # So that STDOUT/STDERR is printed
 ENV PYTHONUNBUFFERED="1"
-ARG UV_VERSION=0.8.3
+ARG UV_VERSION=0.9.16
 ENV UV_VERSION=${UV_VERSION}
 
 # We create the default user and group to run unprivileged
diff --git a/README.md b/README.md
index 17652ab..7726d13 100644
--- a/README.md
+++ b/README.md
@@ -34,9 +34,9 @@
 
 See the documentation in https://otava.apache.org/docs/overview/.
 
-## Python Versions
+## Supported Python Versions
 
-Apache Otava is tested against Python 3.8, 3.9, and 3.10.
+Apache Otava is tested against Python 3.10, 3.11, 3.12, 3.13, and 3.14.
 
 
 ## License
diff --git a/pyproject.toml b/pyproject.toml
index 67c219b..71a4e3e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,10 +17,10 @@
 
 [project]
 name = "apache-otava"
-version = "0.7.0"
+version = "1.0.0"
 description = "Apache Otava (Incubating): Change Detection for Continuous Performance Engineering"
 readme = "README.md"
-requires-python = ">=3.8,<3.11"
+requires-python = ">=3.10,<3.15"
 license = { text = "Apache-2.0" }
 authors = [
     { name = "Apache Otava (Incubating)", email = "dev@otava.apache.org" }
@@ -30,38 +30,45 @@
 ]
 classifiers = [
     "License :: OSI Approved :: Apache Software License",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
 ]
 dependencies = [
     "dateparser>=1.0.0",
-    "numpy==1.24.*",
-    "python-dateutil>=2.8.1",
-    "scipy==1.10.*",
-    "ruamel.yaml==0.17.21",
-    "requests>=2.25.1",
-    "pystache>=0.6.0",
-    "tabulate>=0.8.7",
-    "validators>=0.18.2",
-    "slack-sdk>=3.4.2",
-    "google-cloud-bigquery>=3.25.0",
-    "pg8000>=1.31.2",
+    "numpy==2.2.0.*",
+    "python-dateutil>=2.9.0",
+    "ruamel.yaml==0.18.16",
+    "requests>=2.32.5",
+    "pystache>=0.6.8",
+    "tabulate>=0.9.0",
+    "validators>=0.35.0",
+    "slack-sdk>=3.39.0",
+    "google-cloud-bigquery>=3.38.0",
+    "pg8000>=1.31.5",
     "configargparse>=1.7.1",
     "expandvars>=0.12.0",
+
+    # For Python 3.10: last series that supports it
+    "scipy>=1.15,<1.16; python_version < '3.11'",
+
+    # For Python 3.11–3.14: newer series
+    "scipy>=1.16,<1.17; python_version >= '3.11'",
 ]
 
 [project.optional-dependencies]
 dev = [
-    "pytest>=6.2.2",
-    "pytest-benchmark>=4.0.0",
-    "pytz==2021.1",
-    "tox==3.25",
-    "flake8>=4.0.1",
-    "autoflake>=1.4",
-    "isort>=5.10.1",
-    "ruff>=0.6.9",
-    "pre-commit==3.5.0",
+    "pytest>=9.0.1",
+    "pytest-benchmark>=5.2.3",
+    "pytz==2025.2",
+    "tox==4.32.0",
+    "flake8>=7.3.0",
+    "autoflake>=2.3.1",
+    "isort>=7.0.0",
+    "ruff>=0.14.8",
+    "pre-commit==4.5.0",
 ]
 
 [project.scripts]
diff --git a/tests/csv_e2e_test.py b/tests/csv_e2e_test.py
index 10f94bf..d3b5624 100644
--- a/tests/csv_e2e_test.py
+++ b/tests/csv_e2e_test.py
@@ -121,16 +121,7 @@
                 f"Stderr:\n{proc.stderr}\n"
             )
 
-        # Python 3.9 and earlier does not print it for some reason...
-        output_without_log = proc.stdout.replace(
-            "Computing change points for test local.sample...", ""
-        )
-        # Python 3.9 complains about importlib.metadata.packages_distributions...
-        output_without_log = output_without_log.replace(
-            "An error occurred: module 'importlib.metadata' has no attribute 'packages_distributions'",
-            "",
-        )
-        assert _remove_trailing_whitespaces(output_without_log) == expected_output.rstrip("\n")
+        assert _remove_trailing_whitespaces(proc.stdout) == expected_output.rstrip("\n")
 
 
 def test_regressions_csv():
@@ -214,16 +205,7 @@
                 f"Stderr:\n{proc.stderr}\n"
             )
 
-        # Python 3.9 and earlier does not print it for some reason...
-        output_without_log = proc.stdout.replace(
-            "Computing change points for test local.sample...", ""
-        )
-        # Python 3.9 complains about importlib.metadata.packages_distributions...
-        output_without_log = output_without_log.replace(
-            "An error occurred: module 'importlib.metadata' has no attribute 'packages_distributions'",
-            "",
-        )
-        assert _remove_trailing_whitespaces(output_without_log) == expected_output.rstrip("\n")
+        assert _remove_trailing_whitespaces(proc.stdout) == expected_output.rstrip("\n")
 
 
 def _remove_trailing_whitespaces(s: str) -> str:
diff --git a/uv.lock b/uv.lock
index 5ef872e..860b767 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,54 +1,43 @@
 version = 1
 revision = 3
-requires-python = ">=3.8, <3.11"
+requires-python = ">=3.10, <3.15"
 resolution-markers = [
-    "python_full_version >= '3.10'",
-    "python_full_version == '3.9.*'",
-    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
-    "python_full_version < '3.8.1'",
+    "python_full_version >= '3.14'",
+    "python_full_version == '3.13.*'",
+    "python_full_version >= '3.11' and python_full_version < '3.13'",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
 name = "apache-otava"
-version = "0.7.0"
+version = "1.0.0"
 source = { editable = "." }
 dependencies = [
     { name = "configargparse" },
     { name = "dateparser" },
     { name = "expandvars" },
-    { name = "google-cloud-bigquery", version = "3.30.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "google-cloud-bigquery", version = "3.38.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "google-cloud-bigquery" },
     { name = "numpy" },
-    { name = "pg8000", version = "1.31.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "pg8000", version = "1.31.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "pg8000" },
     { name = "pystache" },
     { name = "python-dateutil" },
-    { name = "requests", version = "2.32.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "requests", version = "2.32.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "requests" },
     { name = "ruamel-yaml" },
-    { name = "scipy" },
+    { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "scipy", version = "1.16.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "slack-sdk" },
     { name = "tabulate" },
-    { name = "validators", version = "0.34.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "validators", version = "0.35.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "validators" },
 ]
 
 [package.optional-dependencies]
 dev = [
-    { name = "autoflake", version = "1.7.8", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.8.1'" },
-    { name = "autoflake", version = "2.3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.8.1'" },
-    { name = "flake8", version = "5.0.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.8.1'" },
-    { name = "flake8", version = "7.1.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.8.1' and python_full_version < '3.9'" },
-    { name = "flake8", version = "7.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
-    { name = "isort", version = "5.13.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "isort", version = "6.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" },
-    { name = "isort", version = "7.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
+    { name = "autoflake" },
+    { name = "flake8" },
+    { name = "isort" },
     { name = "pre-commit" },
-    { name = "pytest", version = "8.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "pytest", version = "8.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" },
-    { name = "pytest", version = "9.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
-    { name = "pytest-benchmark", version = "4.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
-    { name = "pytest-benchmark", version = "5.2.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "pytest" },
+    { name = "pytest-benchmark" },
     { name = "pytz" },
     { name = "ruff" },
     { name = "tox" },
@@ -56,29 +45,30 @@
 
 [package.metadata]
 requires-dist = [
-    { name = "autoflake", marker = "extra == 'dev'", specifier = ">=1.4" },
+    { name = "autoflake", marker = "extra == 'dev'", specifier = ">=2.3.1" },
     { name = "configargparse", specifier = ">=1.7.1" },
     { name = "dateparser", specifier = ">=1.0.0" },
     { name = "expandvars", specifier = ">=0.12.0" },
-    { name = "flake8", marker = "extra == 'dev'", specifier = ">=4.0.1" },
-    { name = "google-cloud-bigquery", specifier = ">=3.25.0" },
-    { name = "isort", marker = "extra == 'dev'", specifier = ">=5.10.1" },
-    { name = "numpy", specifier = "==1.24.*" },
-    { name = "pg8000", specifier = ">=1.31.2" },
-    { name = "pre-commit", marker = "extra == 'dev'", specifier = "==3.5.0" },
-    { name = "pystache", specifier = ">=0.6.0" },
-    { name = "pytest", marker = "extra == 'dev'", specifier = ">=6.2.2" },
-    { name = "pytest-benchmark", marker = "extra == 'dev'", specifier = ">=4.0.0" },
-    { name = "python-dateutil", specifier = ">=2.8.1" },
-    { name = "pytz", marker = "extra == 'dev'", specifier = "==2021.1" },
-    { name = "requests", specifier = ">=2.25.1" },
-    { name = "ruamel-yaml", specifier = "==0.17.21" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.6.9" },
-    { name = "scipy", specifier = "==1.10.*" },
-    { name = "slack-sdk", specifier = ">=3.4.2" },
-    { name = "tabulate", specifier = ">=0.8.7" },
-    { name = "tox", marker = "extra == 'dev'", specifier = "==3.25" },
-    { name = "validators", specifier = ">=0.18.2" },
+    { name = "flake8", marker = "extra == 'dev'", specifier = ">=7.3.0" },
+    { name = "google-cloud-bigquery", specifier = ">=3.38.0" },
+    { name = "isort", marker = "extra == 'dev'", specifier = ">=7.0.0" },
+    { name = "numpy", specifier = "==2.2.0.*" },
+    { name = "pg8000", specifier = ">=1.31.5" },
+    { name = "pre-commit", marker = "extra == 'dev'", specifier = "==4.5.0" },
+    { name = "pystache", specifier = ">=0.6.8" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = ">=9.0.1" },
+    { name = "pytest-benchmark", marker = "extra == 'dev'", specifier = ">=5.2.3" },
+    { name = "python-dateutil", specifier = ">=2.9.0" },
+    { name = "pytz", marker = "extra == 'dev'", specifier = "==2025.2" },
+    { name = "requests", specifier = ">=2.32.5" },
+    { name = "ruamel-yaml", specifier = "==0.18.16" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.14.8" },
+    { name = "scipy", marker = "python_full_version < '3.11'", specifier = ">=1.15,<1.16" },
+    { name = "scipy", marker = "python_full_version >= '3.11'", specifier = ">=1.16,<1.17" },
+    { name = "slack-sdk", specifier = ">=3.39.0" },
+    { name = "tabulate", specifier = ">=0.9.0" },
+    { name = "tox", marker = "extra == 'dev'", specifier = "==4.32.0" },
+    { name = "validators", specifier = ">=0.35.0" },
 ]
 provides-extras = ["dev"]
 
@@ -93,33 +83,11 @@
 
 [[package]]
 name = "autoflake"
-version = "1.7.8"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version < '3.8.1'",
-]
-dependencies = [
-    { name = "pyflakes", version = "2.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.8.1'" },
-    { name = "tomli", marker = "python_full_version < '3.8.1'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/1e/35/651844592f5f51631263927bc3fa3b5e5f5159554110211e34d330dac965/autoflake-1.7.8.tar.gz", hash = "sha256:e7e46372dee46fa1c97acf310d99d922b63d369718a270809d7c278d34a194cf", size = 26609, upload-time = "2022-11-24T14:40:09.274Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/64/fb/e2dc6e8f7e6ee4202581a9c8e4f5b9531e9b395b949d96a1956b43820925/autoflake-1.7.8-py3-none-any.whl", hash = "sha256:46373ef69b6714f5064c923bb28bd797c4f8a9497f557d87fc36665c6d956b39", size = 31336, upload-time = "2022-11-24T14:40:07.989Z" },
-]
-
-[[package]]
-name = "autoflake"
 version = "2.3.1"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.10'",
-    "python_full_version == '3.9.*'",
-    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
-]
 dependencies = [
-    { name = "pyflakes", version = "3.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.8.1' and python_full_version < '3.9'" },
-    { name = "pyflakes", version = "3.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
-    { name = "tomli", marker = "python_full_version >= '3.8.1'" },
+    { name = "pyflakes" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/2a/cb/486f912d6171bc5748c311a2984a301f4e2d054833a1da78485866c71522/autoflake-2.3.1.tar.gz", hash = "sha256:c98b75dc5b0a86459c4f01a1d32ac7eb4338ec4317a4469515ff1e687ecd909e", size = 27642, upload-time = "2024-03-13T03:41:28.977Z" }
 wheels = [
@@ -127,39 +95,9 @@
 ]
 
 [[package]]
-name = "backports-zoneinfo"
-version = "0.2.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/ad/85/475e514c3140937cf435954f78dedea1861aeab7662d11de232bdaa90655/backports.zoneinfo-0.2.1.tar.gz", hash = "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2", size = 74098, upload-time = "2020-06-23T13:51:22.041Z" }
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-    { url = "https://files.pythonhosted.org/packages/c1/8f/9b1b920a6a95652463143943fa3b8c000cb0b932ab463764a6f2a2416560/backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1", size = 72147, upload-time = "2020-06-23T13:51:17.562Z" },
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-    { url = "https://files.pythonhosted.org/packages/c0/34/5fdb0a3a28841d215c255be8fc60b8666257bb6632193c86fd04b63d4a31/backports.zoneinfo-0.2.1-cp38-cp38-win32.whl", hash = "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328", size = 36803, upload-time = "2020-06-23T13:51:07.517Z" },
-    { url = "https://files.pythonhosted.org/packages/78/cc/e27fd6493bbce8dbea7e6c1bc861fe3d3bc22c4f7c81f4c3befb8ff5bfaf/backports.zoneinfo-0.2.1-cp38-cp38-win_amd64.whl", hash = "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6", size = 38967, upload-time = "2020-06-23T13:51:13.735Z" },
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-version = "5.5.2"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
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-wheels = [
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-
-[[package]]
 name = "cachetools"
 version = "6.2.1"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
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