diff --git a/.github/scripts/python_versions.py b/.github/scripts/python_versions.py
new file mode 100644
index 00000000..72b659fc
--- /dev/null
+++ b/.github/scripts/python_versions.py
@@ -0,0 +1,44 @@
+"""Discover supported stable releases from the Python Developer's Guide data."""
+
+import json
+import re
+import time
+from urllib.request import urlopen
+
+
+def supported_versions(data: dict) -> list[str]:
+    if not isinstance(data, dict):
+        raise ValueError("Expected a release-cycle JSON object")
+
+    versions = []
+    for version, details in data.items():
+        if not isinstance(details, dict) or not isinstance(details.get("status"), str):
+            raise ValueError(f"Invalid release-cycle entry: {version}")
+        if details["status"] in {"bugfix", "security"}:
+            if not re.fullmatch(r"3\.\d+", version):
+                raise ValueError(f"Invalid supported Python version: {version}")
+            versions.append(version)
+
+    if not versions:
+        raise ValueError("No supported stable Python versions found")
+    return sorted(versions, key=lambda version: tuple(map(int, version.split("."))))
+
+
+def fetch_versions() -> list[str]:
+    for attempt in range(3):
+        try:
+            with urlopen("https://peps.python.org/api/release-cycle.json", timeout=15) as response:
+                data = json.load(response)
+            break
+        except OSError as error:
+            if attempt == 2:
+                raise RuntimeError("Unable to retrieve supported Python versions after 3 attempts") from error
+            time.sleep(attempt + 1)
+
+    return supported_versions(data)
+
+
+if __name__ == "__main__":
+    versions = fetch_versions()
+    print(f"versions={json.dumps(versions)}")
+    print(f"latest={versions[-1]}")
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 6581584c..9f0580e0 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -11,14 +11,29 @@ env:
   FORCE_COLOR: 1
 
 jobs:
+  python-versions:
+    name: Discover supported Python versions
+    runs-on: ubuntu-latest
+    outputs:
+      versions: ${{ steps.versions.outputs.versions }}
+      latest: ${{ steps.versions.outputs.latest }}
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v7
+
+    - name: Get supported stable Python versions
+      id: versions
+      run: python3 .github/scripts/python_versions.py >> "$GITHUB_OUTPUT"
+
   test:
     name: Test Python ${{ matrix.python-version }} on ${{ matrix.os }}
+    needs: python-versions
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-latest]
-        python-version: ['3.10', '3.11', '3.12', '3.13', '3.14']
+        python-version: ${{ fromJSON(needs.python-versions.outputs.versions) }}
 
     steps:
     - name: Checkout code
@@ -64,7 +79,7 @@ jobs:
         python -m pytest tests/ -v --tb=short --cov=himl --cov-report=xml --cov-report=term-missing --cov-fail-under=80
 
     - name: Upload coverage to Codecov
-      if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.14'
+      if: matrix.os == 'ubuntu-latest' && matrix.python-version == needs.python-versions.outputs.latest
       uses: codecov/codecov-action@v7
       with:
         files: ./coverage.xml
diff --git a/README.md b/README.md
index b19286f3..5794f176 100644
--- a/README.md
+++ b/README.md
@@ -557,7 +557,7 @@ flake8 .
 
 This project uses GitHub Actions for continuous integration. The CI pipeline:
 
-- **Tests**: Runs on Python 3.10-3.14 across Ubuntu and macOS
+- **Tests**: Discovers all supported stable Python versions on each run and tests them across Ubuntu and macOS
 - **Security**: Runs bandit security checks and safety dependency checks
 - **Build**: Builds and validates the package
 - **Integration**: Tests CLI tools and package installation
@@ -565,6 +565,17 @@ This project uses GitHub Actions for continuous integration. The CI pipeline:
 
 All tests must pass and maintain good test coverage before merging PRs.
 
+The test matrix uses the [official Python release-cycle feed](https://peps.python.org/api/release-cycle.json)
+that powers the [Python Developer's Guide](https://devguide.python.org/versions/).
+Only versions in the `bugfix` or `security` phase are included; prerelease and end-of-life versions are excluded.
+Coverage is uploaded from the newest discovered version on Ubuntu.
+Discovery retries network failures three times and fails CI if the feed is unavailable or invalid; it never
+silently skips the test matrix. New Python releases can therefore expose dependency incompatibilities without
+a repository change.
+
+The package requires Python 3.11 or newer. CI discovery does not automatically change this minimum or the
+package's version classifiers; those remain explicit release decisions when upstream support changes.
+
 ### Version Management
 
 This project uses [bump-my-version](https://github.com/callowayproject/bump-my-version) for version management. The version is automatically determined from Git tags using setuptools_scm.
diff --git a/pyproject.toml b/pyproject.toml
index 23a3bffe..9e1b7ca8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,16 +16,16 @@ classifiers = [
     "Intended Audience :: Developers",
 
     "Programming Language :: Python :: 3",
-    "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",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Software Development :: Libraries :: Python Modules",
     "Topic :: System :: Systems Administration",
     "Topic :: Utilities",
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "PyYAML==6.0.3",
     "deepmerge==2.1.0",
@@ -118,7 +118,7 @@ exclude_lines = [
 
 [tool.black]
 line-length = 120
-target-version = ['py310']
+target-version = ['py311']
 include = '\.pyi?$'
 extend-exclude = '''
 /(
diff --git a/tests/test_python_versions.py b/tests/test_python_versions.py
new file mode 100644
index 00000000..879b9650
--- /dev/null
+++ b/tests/test_python_versions.py
@@ -0,0 +1,80 @@
+import importlib.util
+import io
+import json
+import runpy
+from pathlib import Path
+from urllib.error import URLError
+from unittest.mock import patch
+
+import pytest
+
+SCRIPT = Path(__file__).resolve().parents[1] / ".github" / "scripts" / "python_versions.py"
+
+
+@pytest.fixture
+def discovery():
+    spec = importlib.util.spec_from_file_location("python_versions", SCRIPT)
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module
+
+
+def test_selects_supported_stable_versions_in_numeric_order(discovery):
+    data = {
+        "3.9": {"status": "security"},
+        "3.16": {"status": "feature"},
+        "3.15": {"status": "bugfix"},
+        "3.14": {"status": "prerelease"},
+        "3.10": {"status": "end-of-life"},
+        "3.11": {"status": "security"},
+    }
+
+    assert discovery.supported_versions(data) == ["3.9", "3.11", "3.15"]
+
+
+@pytest.mark.parametrize(
+    "data",
+    [
+        [],
+        {},
+        {"3.10": {"status": "end-of-life"}},
+        {"3.15": None},
+        {"3.15": {}},
+        {"main": {"status": "bugfix"}},
+    ],
+)
+def test_rejects_malformed_or_empty_supported_versions(discovery, data):
+    with pytest.raises(ValueError):
+        discovery.supported_versions(data)
+
+
+def test_retries_a_transient_fetch_failure(discovery):
+    response = io.BytesIO(b'{"3.15": {"status": "bugfix"}}')
+    with patch.object(discovery, "urlopen", side_effect=[URLError("unavailable"), response]):
+        with patch.object(discovery.time, "sleep"):
+            assert discovery.fetch_versions() == ["3.15"]
+
+
+def test_stops_after_three_failed_fetches(discovery):
+    with patch.object(
+        discovery, "urlopen", side_effect=[URLError("unavailable")] * 3 + [AssertionError("too many attempts")]
+    ):
+        with patch.object(discovery.time, "sleep"):
+            with pytest.raises(RuntimeError, match="retrieve supported Python versions"):
+                discovery.fetch_versions()
+
+
+def test_does_not_retry_invalid_json(discovery):
+    with patch.object(discovery, "urlopen", side_effect=[io.BytesIO(b"not JSON"), AssertionError("unexpected retry")]):
+        with pytest.raises(ValueError):
+            discovery.fetch_versions()
+
+
+def test_emits_matrix_and_latest_version_for_github_actions(capsys):
+    response = io.BytesIO(b'{"3.15": {"status": "bugfix"}, "3.11": {"status": "security"}}')
+    with patch("urllib.request.urlopen", return_value=response):
+        runpy.run_path(str(SCRIPT), run_name="__main__")
+
+    outputs = dict(line.split("=", 1) for line in capsys.readouterr().out.splitlines())
+    assert json.loads(outputs["versions"]) == ["3.11", "3.15"]
+    assert outputs["latest"] == "3.15"