diff --git a/ci/config.py b/ci/config.py
index b6073a7..d43d36f 100644
--- a/ci/config.py
+++ b/ci/config.py
@@ -4,6 +4,15 @@ from dataclasses import dataclass, field
 from pathlib import Path
 
 
+@dataclass(frozen=True)
+class PythonBuildConfig:
+    """Configuration for building Python from source."""
+
+    version: str = "3.14.3"
+    source_url: str = "https://www.python.org/ftp/python/3.14.3/Python-3.14.3.tgz"
+    sha256: str = "d7fe130d0501ae047ca318fa92aa642603ab6f217901015a1df6ce650d5470cd"
+
+
 @dataclass(frozen=True)
 class DistroConfig:
     """Configuration for a Linux distribution build."""
@@ -22,12 +31,15 @@ class PipelineConfig:
     """Top-level pipeline configuration."""
 
     fpm_version: str = "1.16.0"
-    project_root: Path = field(default_factory=lambda: Path(__file__).parent.parent.resolve())
+    project_root: Path = field(
+        default_factory=lambda: Path(__file__).parent.parent.resolve()
+    )
+    python_build: PythonBuildConfig = field(default_factory=PythonBuildConfig)
 
-    # Container images (from GHCR)
-    debian_image: str = "ghcr.io/jmr-dev/android-file-handler-debian-builder:debian13-trixie"
-    arch_image: str = "ghcr.io/jmr-dev/android-file-handler-arch-builder:latest"
-    rhel_image: str = "ghcr.io/jmr-dev/android-file-handler-rhel-builder:fedora42"
+    # Base container images (Python and tools are installed by the pipeline)
+    debian_image: str = "debian:13"
+    arch_image: str = "archlinux:latest"
+    rhel_image: str = "fedora:42"
 
     @property
     def distros(self) -> list[DistroConfig]:
@@ -63,12 +75,14 @@ class PipelineConfig:
         ]
 
     # Artifact patterns for each distro
-    artifact_patterns: dict[str, list[str]] = field(default_factory=lambda: {
-        "debian": ["dist/android-file-handler_*.deb"],
-        "arch": ["dist/android-file-handler-*.pkg.tar.zst"],
-        "rhel": ["dist/android-file-handler-*.rpm"],
-        "windows": [
-            "dist/android-file-handler-windows.exe",
-            "dist/android-file-handler-setup.exe",
-        ],
-    })
+    artifact_patterns: dict[str, list[str]] = field(
+        default_factory=lambda: {
+            "debian": ["dist/android-file-handler_*.deb"],
+            "arch": ["dist/android-file-handler-*.pkg.tar.zst"],
+            "rhel": ["dist/android-file-handler-*.rpm"],
+            "windows": [
+                "dist/android-file-handler-windows.exe",
+                "dist/android-file-handler-setup.exe",
+            ],
+        }
+    )
diff --git a/ci/dagger_pipeline.py b/ci/dagger_pipeline.py
index eb7aec0..091734e 100644
--- a/ci/dagger_pipeline.py
+++ b/ci/dagger_pipeline.py
@@ -1,14 +1,18 @@
 """Dagger pipeline for building Linux distribution packages.
 
 Uses the Dagger Python SDK to run containerized builds for each
-Linux distribution (Debian, Arch, RHEL) using pre-built builder images.
+Linux distribution (Debian, Arch, RHEL) starting from base OS images,
+downloading and compiling Python from source with SHA256 verification,
+and building the application packages.
 """
+
 # pyright: reportUnknownMemberType=false
 # pyright: reportUnknownVariableType=false
 # pyright: reportUnknownArgumentType=false
 # pyright: reportUnknownParameterType=false
 
 import asyncio
+import os
 import sys
 from pathlib import Path
 
@@ -17,33 +21,226 @@ import dagger  # type: ignore[import-not-found]
 from ci.config import DistroConfig, PipelineConfig
 
 
+def _get_registry_token() -> str | None:
+    """Read GHCR token from GITHUB_TOKEN or GHCR_TOKEN environment variable."""
+    return os.environ.get("GITHUB_TOKEN") or os.environ.get("GHCR_TOKEN")
+
+
+def _get_system_deps_cmd(distro_type: str) -> list[str]:
+    """Get the shell command to install system build dependencies.
+
+    Args:
+        distro_type: One of 'debian', 'arch', 'rhel'.
+
+    Returns:
+        Shell command as list for with_exec.
+    """
+    if distro_type == "debian":
+        return [
+            "sh",
+            "-c",
+            "apt-get update && apt-get install -y --no-install-recommends "
+            "curl git build-essential ruby ruby-dev gcc make "
+            "zlib1g-dev ca-certificates tcl-dev tk-dev "
+            "libx11-6 libxext6 libxrender1 libxcb1 "
+            "libbz2-dev libreadline-dev libsqlite3-dev libssl-dev libffi-dev "
+            "wget tar liblzma-dev patch && "
+            "apt-get clean && rm -rf /var/lib/apt/lists/*",
+        ]
+    elif distro_type == "arch":
+        return [
+            "sh",
+            "-c",
+            "pacman -Syu --noconfirm "
+            "ruby ruby-bundler ruby-rake base-devel curl git tar "
+            "ca-certificates ca-certificates-utils "
+            "tk tcl libx11 libxext libxrender libxcb "
+            "gcc make zlib bzip2 readline sqlite openssl libffi "
+            "wget xz patch && "
+            "update-ca-trust && pacman -Scc --noconfirm",
+        ]
+    elif distro_type == "rhel":
+        return [
+            "sh",
+            "-c",
+            "dnf -y update && dnf -y install "
+            "gcc make zlib-devel bzip2 bzip2-devel readline-devel "
+            "sqlite-devel openssl-devel libffi-devel wget tar git curl "
+            "ruby rubygems rpm-build redhat-rpm-config gcc-c++ patch which "
+            "xz-devel tk-devel tcl-devel libX11-devel libXext-devel "
+            "libXrender-devel && dnf clean all",
+        ]
+    raise ValueError(f"Unknown distro type: {distro_type}")
+
+
+def _get_python_configure_env(distro_type: str) -> str:
+    """Get distro-specific LDFLAGS and CPPFLAGS for Python configure.
+
+    Args:
+        distro_type: One of 'debian', 'arch', 'rhel'.
+
+    Returns:
+        String with environment variable exports for the configure step.
+    """
+    if distro_type == "debian":
+        return 'LDFLAGS="-L/usr/lib/x86_64-linux-gnu" CPPFLAGS="-I/usr/include/tcl8.6"'
+    elif distro_type == "arch":
+        return 'LDFLAGS="-L/usr/lib" CPPFLAGS="-I/usr/include"'
+    elif distro_type == "rhel":
+        return 'LDFLAGS="-L/usr/lib64" CPPFLAGS="-I/usr/include"'
+    return ""
+
+
+def _install_fpm(
+    container: dagger.Container,
+    distro_type: str,
+    fpm_version: str,
+) -> dagger.Container:
+    """Install fpm (Effing Package Management) in the container.
+
+    Args:
+        container: Dagger container to install fpm in.
+        distro_type: One of 'debian', 'arch', 'rhel'.
+        fpm_version: Version of fpm to install.
+
+    Returns:
+        Container with fpm installed.
+    """
+    if distro_type == "arch":
+        container = container.with_exec(
+            ["gem", "install", "--no-document", "erb"]
+        ).with_exec(
+            [
+                "sh",
+                "-c",
+                f'gem install --no-document -v "{fpm_version}" fpm && '
+                "GEM_BIN_DIR=$(ruby -e 'puts Gem.user_dir')/bin && "
+                'ln -sf "${GEM_BIN_DIR}/fpm" /usr/local/bin/fpm',
+            ]
+        )
+    else:
+        container = container.with_exec(
+            ["gem", "install", "--no-document", "-v", fpm_version, "fpm"]
+        )
+    return container
+
+
 async def build_linux_distro(
     client: dagger.Client,
     config: PipelineConfig,
     distro: DistroConfig,
+    registry_token: str | None = None,
 ) -> dict[str, Path]:
     """Build a single Linux distribution package inside a Dagger container.
 
+    Starts from a base OS image, compiles Python from source with SHA256
+    verification, installs build tools (Poetry, fpm), and builds the package.
+
     Args:
         client: Active Dagger client connection.
         config: Pipeline configuration.
         distro: Distribution-specific build configuration.
+        registry_token: Optional registry auth token.
 
     Returns:
         Dictionary mapping artifact names to their local output paths.
     """
     print(f"[dagger] Starting {distro.name} build using {distro.container_image}")
 
-    # Mount the project source into the container, excluding local venv
     source = client.host().directory(
         str(config.project_root),
         exclude=[".venv", "__pycache__", "dist", "dist_*", "pkg_dist_*", ".git"],
     )
 
+    python = config.python_build
+    configure_env = _get_python_configure_env(distro.distro_type)
+
+    base = client.container()
+    if registry_token:
+        secret = client.set_secret("ghcr_token", registry_token)
+        base = base.with_registry_auth("ghcr.io", "_token", secret)
+
+    # Start from base image and install system dependencies
+    container = base.from_(distro.container_image).with_exec(
+        _get_system_deps_cmd(distro.distro_type)
+    )
+
+    # Download Python source and verify SHA256 against python.org
+    print(f"[dagger] Downloading Python {python.version} and verifying SHA256")
+    container = container.with_exec(
+        ["wget", "-q", python.source_url, "-O", f"/tmp/Python-{python.version}.tgz"]
+    ).with_exec(
+        [
+            "sh",
+            "-c",
+            f'echo "{python.sha256}  /tmp/Python-{python.version}.tgz" '
+            f"| sha256sum -c -",
+        ]
+    )
+
+    # Build and install Python from source
+    print(f"[dagger] Compiling Python {python.version} from source")
     container = (
-        client.container()
-        .from_(distro.container_image)
-        .with_directory("/workspace", source)
+        container.with_exec(
+            ["tar", "xzf", f"/tmp/Python-{python.version}.tgz", "-C", "/tmp"]
+        )
+        .with_exec(
+            [
+                "sh",
+                "-c",
+                f"cd /tmp/Python-{python.version} && "
+                f"{configure_env} ./configure --enable-shared "
+                f"--with-ensurepip=install --prefix=/usr/local && "
+                f"make -j$(nproc) && "
+                f"make install",
+            ]
+        )
+        .with_exec(
+            [
+                "sh",
+                "-c",
+                'echo "/usr/local/lib" > /etc/ld.so.conf.d/python.conf && ldconfig',
+            ]
+        )
+        .with_exec(["ln", "-sf", "/usr/local/bin/python3", "/usr/local/bin/python"])
+        .with_exec(
+            [
+                "sh",
+                "-c",
+                f"rm -rf /tmp/Python-{python.version} "
+                f"/tmp/Python-{python.version}.tgz",
+            ]
+        )
+        .with_exec(
+            [
+                "python3",
+                "-c",
+                "import tkinter; import _tkinter; print('tkinter support verified')",
+            ]
+        )
+    )
+
+    # Install Poetry
+    container = (
+        container.with_exec(
+            [
+                "sh",
+                "-c",
+                "curl -sSL https://install.python-poetry.org | python3 - --yes",
+            ]
+        )
+        .with_env_variable(
+            "PATH", "/root/.local/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin"
+        )
+        .with_exec(["poetry", "--version"])
+    )
+
+    # Install fpm
+    container = _install_fpm(container, distro.distro_type, config.fpm_version)
+
+    # Mount workspace and run build
+    container = (
+        container.with_directory("/workspace", source)
         .with_workdir("/workspace")
         .with_env_variable("CI_CD", "true")
         .with_env_variable("DISTRO_TYPE", distro.distro_type)
@@ -63,7 +260,9 @@ async def build_linux_distro(
         str(pkg_dist_output)
     )
 
-    print(f"[dagger] {distro.name} build complete — artifacts exported to {dist_output}")
+    print(
+        f"[dagger] {distro.name} build complete — artifacts exported to {dist_output}"
+    )
 
     return {
         "dist": dist_output,
@@ -71,7 +270,9 @@ async def build_linux_distro(
     }
 
 
-async def build_all_linux(config: PipelineConfig | None = None) -> dict[str, dict[str, Path]]:
+async def build_all_linux(
+    config: PipelineConfig | None = None,
+) -> dict[str, dict[str, Path]]:
     """Build all Linux distribution packages in parallel via Dagger.
 
     Args:
@@ -85,16 +286,18 @@ async def build_all_linux(config: PipelineConfig | None = None) -> dict[str, dic
 
     results: dict[str, dict[str, Path]] = {}
 
+    token = _get_registry_token()
+
     async with dagger.Connection(dagger.Config(log_output=sys.stderr)) as client:
         tasks = {
-            distro.distro_type: build_linux_distro(client, config, distro)
+            distro.distro_type: build_linux_distro(
+                client, config, distro, registry_token=token
+            )
             for distro in config.distros
         }
 
         # Run all distro builds concurrently
-        completed = await asyncio.gather(
-            *tasks.values(), return_exceptions=True
-        )
+        completed = await asyncio.gather(*tasks.values(), return_exceptions=True)
 
         for distro_type, result in zip(tasks.keys(), completed):
             if isinstance(result, Exception):
@@ -120,16 +323,16 @@ async def build_single_linux(
     if config is None:
         config = PipelineConfig()
 
-    distro = next(
-        (d for d in config.distros if d.distro_type == distro_type), None
-    )
+    distro = next((d for d in config.distros if d.distro_type == distro_type), None)
     if distro is None:
         raise ValueError(
             f"Unknown distro type '{distro_type}'. Valid: debian, arch, rhel"
         )
 
+    token = _get_registry_token()
+
     async with dagger.Connection(dagger.Config(log_output=sys.stderr)) as client:
-        return await build_linux_distro(client, config, distro)
+        return await build_linux_distro(client, config, distro, registry_token=token)
 
 
 if __name__ == "__main__":
diff --git a/ci/prefect_flow.py b/ci/prefect_flow.py
index 7e74a11..cb61d2b 100644
--- a/ci/prefect_flow.py
+++ b/ci/prefect_flow.py
@@ -22,7 +22,6 @@ import asyncio
 import argparse
 import os
 import subprocess
-import sys
 from pathlib import Path
 
 from prefect import flow, task
@@ -31,14 +30,13 @@ from ci.config import PipelineConfig
 from ci.dagger_pipeline import build_all_linux
 from ci.signing import sign_and_hash
 
-
 # ---------------------------------------------------------------------------
 # Tasks
 # ---------------------------------------------------------------------------
 
 
 @task(name="build-linux-distros", retries=1, retry_delay_seconds=30)
-def task_build_linux(config: PipelineConfig) -> dict:
+def task_build_linux(config: PipelineConfig) -> dict[str, dict[str, Path]]:  # type: ignore[type-arg]
     """Build all Linux distribution packages via Dagger containers."""
     print("=== Building Linux packages via Dagger ===")
     results = asyncio.run(build_all_linux(config))
@@ -116,6 +114,7 @@ def task_prepare_release_files(dist_dir: Path, release_dir: Path) -> list[Path]:
             dst = release_dir / src.name
             if not dst.exists() or src.stat().st_mtime > dst.stat().st_mtime:
                 import shutil
+
                 shutil.copy2(src, dst)
                 copied.append(dst)
                 print(f"  {src.name}")
@@ -146,8 +145,12 @@ def task_create_github_release(
     env = {**os.environ, "GH_TOKEN": github_token}
 
     cmd = [
-        "gh", "release", "create", tag,
-        "--title", f"Release {tag}",
+        "gh",
+        "release",
+        "create",
+        tag,
+        "--title",
+        f"Release {tag}",
         "--latest",
     ] + [str(f) for f in files]
 
@@ -190,10 +193,10 @@ def task_upload_s3(
 
 
 @flow(name="build-linux-flow", log_prints=True)
-def flow_build_linux() -> dict:
+def flow_build_linux() -> dict[str, dict[str, Path]]:  # type: ignore[type-arg]
     """Build all Linux distribution packages."""
     config = PipelineConfig()
-    return task_build_linux(config)
+    return task_build_linux(config)  # type: ignore[return-value]
 
 
 @flow(name="sign-flow", log_prints=True)
diff --git a/ci/signing.py b/ci/signing.py
index 2bb7040..b9f8eaa 100644
--- a/ci/signing.py
+++ b/ci/signing.py
@@ -31,9 +31,13 @@ def gpg_sign_file(file_path: Path, passphrase: str) -> Path:
 
         subprocess.run(
             [
-                "gpg", "--batch", "--yes",
-                "--passphrase-file", passfile.name,
-                "--detach-sign", "--armor",
+                "gpg",
+                "--batch",
+                "--yes",
+                "--passphrase-file",
+                passfile.name,
+                "--detach-sign",
+                "--armor",
                 str(file_path),
             ],
             check=True,
diff --git a/poetry.lock b/poetry.lock
index 08a0a6e..c531f96 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,41 @@
 # This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
 
+[[package]]
+name = "aiosqlite"
+version = "0.22.1"
+description = "asyncio bridge to the standard sqlite3 module"
+optional = false
+python-versions = ">=3.9"
+groups = ["ci"]
+files = [
+    {file = "aiosqlite-0.22.1-py3-none-any.whl", hash = "sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb"},
+    {file = "aiosqlite-0.22.1.tar.gz", hash = "sha256:043e0bd78d32888c0a9ca90fc788b38796843360c855a7262a532813133a0650"},
+]
+
+[package.extras]
+dev = ["attribution (==1.8.0)", "black (==25.11.0)", "build (>=1.2)", "coverage[toml] (==7.10.7)", "flake8 (==7.3.0)", "flake8-bugbear (==24.12.12)", "flit (==3.12.0)", "mypy (==1.19.0)", "ufmt (==2.8.0)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==8.1.3)", "sphinx-mdinclude (==0.6.2)"]
+
+[[package]]
+name = "alembic"
+version = "1.18.4"
+description = "A database migration tool for SQLAlchemy."
+optional = false
+python-versions = ">=3.10"
+groups = ["ci"]
+files = [
+    {file = "alembic-1.18.4-py3-none-any.whl", hash = "sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a"},
+    {file = "alembic-1.18.4.tar.gz", hash = "sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc"},
+]
+
+[package.dependencies]
+Mako = "*"
+SQLAlchemy = ">=1.4.23"
+typing-extensions = ">=4.12"
+
+[package.extras]
+tz = ["tzdata"]
+
 [[package]]
 name = "altgraph"
 version = "0.17.5"
@@ -12,6 +48,215 @@ files = [
     {file = "altgraph-0.17.5.tar.gz", hash = "sha256:c87b395dd12fabde9c99573a9749d67da8d29ef9de0125c7f536699b4a9bc9e7"},
 ]
 
+[[package]]
+name = "amplitude-analytics"
+version = "1.2.2"
+description = "The official Amplitude backend Python SDK for server-side instrumentation."
+optional = false
+python-versions = "<4,>=3.6"
+groups = ["ci"]
+files = [
+    {file = "amplitude_analytics-1.2.2-py3-none-any.whl", hash = "sha256:18f1b6e03cf360fcbea4bffb3a44883f063039ea1622fc85b0da945bdd13f6c6"},
+    {file = "amplitude_analytics-1.2.2.tar.gz", hash = "sha256:ed82b39aa04447e5f156398249d632a5b51591905ec16556c7641a3258d38366"},
+]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+description = "Document parameters, class attributes, return types, and variables inline, with Annotated."
+optional = false
+python-versions = ">=3.8"
+groups = ["ci"]
+files = [
+    {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"},
+    {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"},
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["ci"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.12.1"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
+optional = false
+python-versions = ">=3.9"
+groups = ["ci"]
+files = [
+    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
+    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+
+[package.extras]
+trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""]
+
+[[package]]
+name = "apprise"
+version = "1.9.8"
+description = "Push Notifications that work with just about every platform!"
+optional = false
+python-versions = ">=3.9"
+groups = ["ci"]
+files = [
+    {file = "apprise-1.9.8-py3-none-any.whl", hash = "sha256:347051773cc320bc72e23f0579a26a81fbf9208b65dc01eb07301317515b1c5b"},
+    {file = "apprise-1.9.8.tar.gz", hash = "sha256:2e06f9ebad47e67f3f184bb789a7966bec3261a53556c90acb1b1cdb85d84a2c"},
+]
+
+[package.dependencies]
+certifi = "*"
+click = ">=5.0"
+markdown = "*"
+PyYAML = "*"
+requests = "*"
+requests-oauthlib = "*"
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+all-plugins = ["PGPy", "cryptography", "gntp", "paho-mqtt (!=2.0.*)", "slixmpp (>=1.10.0)", "smpplib"]
+dev = ["babel", "coverage", "mock", "pytest", "pytest-cov", "pytest-mock", "ruff", "tox", "validate-pyproject"]
+windows = ["pywin32", "tzdata"]
+
+[[package]]
+name = "asgi-lifespan"
+version = "2.1.0"
+description = "Programmatic startup/shutdown of ASGI apps."
+optional = false
+python-versions = ">=3.7"
+groups = ["ci"]
+files = [
+    {file = "asgi-lifespan-2.1.0.tar.gz", hash = "sha256:5e2effaf0bfe39829cf2d64e7ecc47c7d86d676a6599f7afba378c31f5e3a308"},
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 [[package]]
 name = "cfgv"
 version = "3.5.0"
@@ -93,7 +475,7 @@ version = "3.4.6"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
+groups = ["main", "ci"]
 files = [
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@@ -232,7 +614,7 @@ version = "8.3.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["ci", "dev"]
 files = [
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@@ -241,19 +623,43 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpickle"
+version = "3.1.2"
+description = "Pickler class to extend the standard pickle.Pickler functionality"
+optional = false
+python-versions = ">=3.8"
+groups = ["ci"]
+files = [
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+
 [[package]]
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 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["dev", "test"]
+groups = ["ci", "dev", "test"]
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 markers = {dev = "platform_system == \"Windows\"", test = "sys_platform == \"win32\""}
 
+[[package]]
+name = "coolname"
+version = "4.1.0"
+description = "Random name and slug generator"
+optional = false
+python-versions = ">=3.10"
+groups = ["ci"]
+files = [
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+]
+
 [[package]]
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 version = "7.13.5"
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 [package.extras]
 toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
+[[package]]
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+version = "2.7"
+description = "Cron expression parser and evaluator"
+optional = false
+python-versions = ">=3.10"
+groups = ["ci"]
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+
+[[package]]
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+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
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+groups = ["ci"]
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+
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+description = "A client package for running Dagger pipelines in Python."
+optional = false
+python-versions = ">=3.10"
+groups = ["ci"]
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+typing-extensions = ">=4.13.0"
+
+[[package]]
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+description = "Date parsing library designed to parse dates from HTML pages"
+optional = false
+python-versions = ">=3.10"
+groups = ["ci"]
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+
 [[package]]
 name = "distlib"
 version = "0.4.0"
@@ -385,6 +950,122 @@ files = [
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+
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 version = "2.6.18"
@@ -435,7 +1464,7 @@ version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "ci"]
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@@ -444,6 +1473,30 @@ files = [
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+[[package]]
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+optional = false
+python-versions = ">=3.9"
+groups = ["ci"]
+files = [
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+
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 version = "2.3.0"
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+groups = ["ci"]
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+
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+optional = false
+python-versions = ">=3.9"
+groups = ["ci"]
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 version = "0.8.1"
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+groups = ["ci"]
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 [[package]]
 name = "mccabe"
 version = "0.7.0"
@@ -585,6 +1993,174 @@ files = [
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 ]
 
+[[package]]
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+
 [[package]]
 name = "packaging"
 version = "26.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["build", "dev", "test"]
+groups = ["build", "ci", "dev", "test"]
 files = [
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@@ -688,7 +2502,7 @@ version = "1.0.4"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["ci", "dev"]
 files = [
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@@ -719,7 +2533,7 @@ version = "4.9.4"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main", "ci", "dev"]
 files = [
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@@ -731,7 +2545,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["test"]
+groups = ["ci", "test"]
 files = [
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@@ -760,6 +2574,308 @@ nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
+[[package]]
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+version = "3.6.23"
+description = "Workflow orchestration and management."
+optional = false
+python-versions = "<3.15,>=3.10"
+groups = ["ci"]
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+alembic = ">=1.7.5,<2.0.0"
+amplitude-analytics = ">=1.2.1,<2.0.0"
+anyio = ">=4.4.0,<5.0.0"
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+yaml = ["pyyaml (>=6.0.1)"]
+
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+prometheus-client = ">=0.21.1"
+py-key-value-aio = {version = ">=0.3.0", extras = ["memory", "redis"]}
+python-json-logger = ">=2.0.7"
+redis = ">=5"
+rich = ">=13.9.4"
+typer = ">=0.15.1"
+typing-extensions = ">=4.12.0"
+tzdata = {version = ">=2025.2", markers = "sys_platform == \"win32\""}
+uncalled-for = ">=0.2.0"
+
+[package.extras]
+metrics = ["opentelemetry-sdk (>=1.33.0)"]
+
 [[package]]
 name = "pyflakes"
 version = "3.4.0"
@@ -790,7 +3155,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["test"]
+groups = ["ci", "test"]
 files = [
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@@ -910,6 +3275,21 @@ pytest = ">=6.2.5"
 [package.extras]
 dev = ["pre-commit", "pytest-asyncio", "tox"]
 
+[[package]]
+name = "python-dateutil"
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+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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+
+[package.dependencies]
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+
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 version = "1.2.0"
@@ -930,6 +3310,54 @@ platformdirs = ">=4.3.6,<5"
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 testing = ["covdefaults (>=2.3)", "coverage (>=7.5.4)", "pytest (>=8.3.5)", "pytest-mock (>=3.14)", "setuptools (>=75.1)"]
 
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+optional = false
+python-versions = ">=3.10"
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+
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+description = "JSON Log Formatter for the Python Logging Package"
+optional = false
+python-versions = ">=3.8"
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+
+[[package]]
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+optional = false
+python-versions = ">=3.7"
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+
 [[package]]
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 version = "0.4.1"
@@ -985,6 +3413,49 @@ files = [
 [package.extras]
 dev = ["black", "build", "mypy", "pytest", "pytest-cov", "setuptools", "tox", "twine", "wheel"]
 
+[[package]]
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+
 [[package]]
 name = "pywin32-ctypes"
 version = "0.2.3"
@@ -1004,7 +3475,7 @@ version = "6.0.3"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["ci", "dev"]
 files = [
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@@ -1081,13 +3552,185 @@ files = [
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 ]
 
+[[package]]
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+optional = false
+python-versions = ">=3.8"
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 zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
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+
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 version = "21.2.0"
@@ -1172,7 +4401,460 @@ filelock = {version = ">=3.24.2,<4", markers = "python_version >= \"3.10\""}
 platformdirs = ">=3.9.1,<5"
 python-discovery = ">=1"
 
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+    {file = "yarl-1.23.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:394906945aa8b19fc14a61cf69743a868bb8c465efe85eee687109cc540b98f4"},
+    {file = "yarl-1.23.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:71d006bee8397a4a89f469b8deb22469fe7508132d3c17fa6ed871e79832691c"},
+    {file = "yarl-1.23.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:62694e275c93d54f7ccedcfef57d42761b2aad5234b6be1f3e3026cae4001cd4"},
+    {file = "yarl-1.23.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a31de1613658308efdb21ada98cbc86a97c181aa050ba22a808120bb5be3ab94"},
+    {file = "yarl-1.23.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:fb1e8b8d66c278b21d13b0a7ca22c41dd757a7c209c6b12c313e445c31dd3b28"},
+    {file = "yarl-1.23.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50f9d8d531dfb767c565f348f33dd5139a6c43f5cbdf3f67da40d54241df93f6"},
+    {file = "yarl-1.23.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:575aa4405a656e61a540f4a80eaa5260f2a38fff7bfdc4b5f611840d76e9e277"},
+    {file = "yarl-1.23.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:041b1a4cefacf65840b4e295c6985f334ba83c30607441ae3cf206a0eed1a2e4"},
+    {file = "yarl-1.23.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:d38c1e8231722c4ce40d7593f28d92b5fc72f3e9774fe73d7e800ec32299f63a"},
+    {file = "yarl-1.23.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:d53834e23c015ee83a99377db6e5e37d8484f333edb03bd15b4bc312cc7254fb"},
+    {file = "yarl-1.23.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:2e27c8841126e017dd2a054a95771569e6070b9ee1b133366d8b31beb5018a41"},
+    {file = "yarl-1.23.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:76855800ac56f878847a09ce6dba727c93ca2d89c9e9d63002d26b916810b0a2"},
+    {file = "yarl-1.23.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e09fd068c2e169a7070d83d3bde728a4d48de0549f975290be3c108c02e499b4"},
+    {file = "yarl-1.23.0-cp314-cp314t-win32.whl", hash = "sha256:73309162a6a571d4cbd3b6a1dcc703c7311843ae0d1578df6f09be4e98df38d4"},
+    {file = "yarl-1.23.0-cp314-cp314t-win_amd64.whl", hash = "sha256:4503053d296bc6e4cbd1fad61cf3b6e33b939886c4f249ba7c78b602214fabe2"},
+    {file = "yarl-1.23.0-cp314-cp314t-win_arm64.whl", hash = "sha256:44bb7bef4ea409384e3f8bc36c063d77ea1b8d4a5b2706956c0d6695f07dcc25"},
+    {file = "yarl-1.23.0-py3-none-any.whl", hash = "sha256:a2df6afe50dea8ae15fa34c9f824a3ee958d785fd5d089063d960bae1daa0a3f"},
+    {file = "yarl-1.23.0.tar.gz", hash = "sha256:53b1ea6ca88ebd4420379c330aea57e258408dd0df9af0992e5de2078dc9f5d5"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[[package]]
+name = "zipp"
+version = "3.23.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["ci"]
+files = [
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.13, <3.15"
-content-hash = "c1309aed05c4d4524eb625dd9b846807373c0ff0ab42b216c640847845da2bdd"
+content-hash = "7b655afe35515359a21bee45caa6d7f5fb221506565198101b70392eaecb63e4"
diff --git a/scripts/docker/Dockerfile.arch b/scripts/docker/Dockerfile.arch
index fd0f81c..3ffc240 100644
--- a/scripts/docker/Dockerfile.arch
+++ b/scripts/docker/Dockerfile.arch
@@ -9,8 +9,10 @@
 # For reproducibility, pin to a specific date tag like: archlinux:base-20251016
 FROM archlinux:latest
 
-# Set build argument for fpm version (can be overridden at build time)
+# Set build arguments
 ARG FPM_VERSION=1.16.0
+ARG PYTHON_VERSION=3.14.3
+ARG PYTHON_SHA256=d7fe130d0501ae047ca318fa92aa642603ab6f217901015a1df6ce650d5470cd
 
 # Install system dependencies (Arch) including Python build dependencies
 RUN pacman -Syu --noconfirm \
@@ -56,24 +58,26 @@ RUN gem install --no-document -v "${FPM_VERSION}" fpm && \
 
 
 
-# Install pyenv
-ENV PYENV_ROOT="/root/.pyenv"
-ENV PATH="$PYENV_ROOT/bin:$PATH"
+# Download Python source and verify SHA256 checksum against python.org
+RUN wget -q "https://www.python.org/ftp/python/${PYTHON_VERSION}/Python-${PYTHON_VERSION}.tgz" \
+    -O /tmp/Python-${PYTHON_VERSION}.tgz && \
+    echo "${PYTHON_SHA256}  /tmp/Python-${PYTHON_VERSION}.tgz" | sha256sum -c -
 
-RUN git clone https://github.com/pyenv/pyenv.git /root/.pyenv
-
-# Install Python 3.12 via pyenv with tkinter support
-# The tk and tcl packages must be installed before this step for _tkinter to be compiled
-RUN eval "$(pyenv init -)" && \
+# Build and install Python from source
+RUN cd /tmp && tar xzf Python-${PYTHON_VERSION}.tgz && \
+    cd Python-${PYTHON_VERSION} && \
     LDFLAGS="-L/usr/lib" \
     CPPFLAGS="-I/usr/include" \
-    PYTHON_CONFIGURE_OPTS="--enable-shared" \
-    pyenv install 3.13 && \
-    pyenv global 3.13 && \
-    pyenv rehash
+    ./configure --enable-shared --with-ensurepip=install --prefix=/usr/local && \
+    make -j$(nproc) && \
+    make install && \
+    echo "/usr/local/lib" > /etc/ld.so.conf.d/python.conf && \
+    ldconfig && \
+    ln -sf /usr/local/bin/python3 /usr/local/bin/python && \
+    rm -rf /tmp/Python-${PYTHON_VERSION} /tmp/Python-${PYTHON_VERSION}.tgz
 
-# Update PATH to include pyenv shims
-ENV PATH="/root/.pyenv/shims:$PATH"
+# Update PATH to include Python installation
+ENV PATH="/usr/local/bin:$PATH"
 
 # Verify Python has tkinter support
 RUN python3 -c "import tkinter; import _tkinter; print('tkinter support verified')" || \
diff --git a/scripts/docker/Dockerfile.debian b/scripts/docker/Dockerfile.debian
index 3895453..5b371e1 100644
--- a/scripts/docker/Dockerfile.debian
+++ b/scripts/docker/Dockerfile.debian
@@ -8,8 +8,10 @@
 # Use Debian 13 "Trixie" (latest stable release)
 FROM debian:13
 
-# Set build argument for fpm version (can be overridden at build time)
+# Set build arguments
 ARG FPM_VERSION=1.16.0
+ARG PYTHON_VERSION=3.14.3
+ARG PYTHON_SHA256=d7fe130d0501ae047ca318fa92aa642603ab6f217901015a1df6ce650d5470cd
 
 # Install system dependencies including Python build dependencies
 RUN apt-get update && \
@@ -41,24 +43,26 @@ RUN apt-get update && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
-# Install pyenv
-ENV PYENV_ROOT="/root/.pyenv"
-ENV PATH="$PYENV_ROOT/bin:$PATH"
+# Download Python source and verify SHA256 checksum against python.org
+RUN wget -q "https://www.python.org/ftp/python/${PYTHON_VERSION}/Python-${PYTHON_VERSION}.tgz" \
+    -O /tmp/Python-${PYTHON_VERSION}.tgz && \
+    echo "${PYTHON_SHA256}  /tmp/Python-${PYTHON_VERSION}.tgz" | sha256sum -c -
 
-RUN git clone https://github.com/pyenv/pyenv.git /root/.pyenv
-
-# Install Python 3.12 via pyenv with tkinter support
-# The tk8.6-dev package must be installed before this step for _tkinter to be compiled
-RUN eval "$(pyenv init -)" && \
+# Build and install Python from source
+RUN cd /tmp && tar xzf Python-${PYTHON_VERSION}.tgz && \
+    cd Python-${PYTHON_VERSION} && \
     LDFLAGS="-L/usr/lib/x86_64-linux-gnu" \
     CPPFLAGS="-I/usr/include/tcl8.6" \
-    PYTHON_CONFIGURE_OPTS="--enable-shared" \
-    pyenv install 3.13 && \
-    pyenv global 3.13 && \
-    pyenv rehash
+    ./configure --enable-shared --with-ensurepip=install --prefix=/usr/local && \
+    make -j$(nproc) && \
+    make install && \
+    echo "/usr/local/lib" > /etc/ld.so.conf.d/python.conf && \
+    ldconfig && \
+    ln -sf /usr/local/bin/python3 /usr/local/bin/python && \
+    rm -rf /tmp/Python-${PYTHON_VERSION} /tmp/Python-${PYTHON_VERSION}.tgz
 
-# Update PATH to include pyenv shims
-ENV PATH="/root/.pyenv/shims:$PATH"
+# Update PATH to include Python installation
+ENV PATH="/usr/local/bin:$PATH"
 
 # Verify Python has tkinter support
 RUN python3 -c "import tkinter; import _tkinter; print('tkinter support verified')" || \
diff --git a/scripts/docker/Dockerfile.rhel b/scripts/docker/Dockerfile.rhel
index 3a19c7a..04070bc 100644
--- a/scripts/docker/Dockerfile.rhel
+++ b/scripts/docker/Dockerfile.rhel
@@ -7,8 +7,10 @@
 
 FROM fedora:42
 
-# Set build argument for fpm version (can be overridden at build time)
+# Set build arguments
 ARG FPM_VERSION=1.16.0
+ARG PYTHON_VERSION=3.14.3
+ARG PYTHON_SHA256=d7fe130d0501ae047ca318fa92aa642603ab6f217901015a1df6ce650d5470cd
 
 # Install system dependencies including tk8-devel for Python tkinter support
 # Using tk8 (version 8.6) instead of tk (version 9.0) for Python 3.12 compatibility
@@ -42,24 +44,26 @@ RUN dnf -y update && \
     libXrender-devel && \
     dnf clean all
 
-# Install pyenv
-ENV PYENV_ROOT="/root/.pyenv"
-ENV PATH="$PYENV_ROOT/bin:$PATH"
+# Download Python source and verify SHA256 checksum against python.org
+RUN wget -q "https://www.python.org/ftp/python/${PYTHON_VERSION}/Python-${PYTHON_VERSION}.tgz" \
+    -O /tmp/Python-${PYTHON_VERSION}.tgz && \
+    echo "${PYTHON_SHA256}  /tmp/Python-${PYTHON_VERSION}.tgz" | sha256sum -c -
 
-RUN git clone https://github.com/pyenv/pyenv.git /root/.pyenv
-
-# Install Python 3.13 via pyenv with tkinter support
-# The tk8-devel package must be installed before this step for _tkinter to be compiled
-RUN eval "$(pyenv init -)" && \
+# Build and install Python from source
+RUN cd /tmp && tar xzf Python-${PYTHON_VERSION}.tgz && \
+    cd Python-${PYTHON_VERSION} && \
     LDFLAGS="-L/usr/lib64" \
     CPPFLAGS="-I/usr/include" \
-    PYTHON_CONFIGURE_OPTS="--enable-shared" \
-    pyenv install 3.13 && \
-    pyenv global 3.13 && \
-    pyenv rehash
+    ./configure --enable-shared --with-ensurepip=install --prefix=/usr/local && \
+    make -j$(nproc) && \
+    make install && \
+    echo "/usr/local/lib" > /etc/ld.so.conf.d/python.conf && \
+    ldconfig && \
+    ln -sf /usr/local/bin/python3 /usr/local/bin/python && \
+    rm -rf /tmp/Python-${PYTHON_VERSION} /tmp/Python-${PYTHON_VERSION}.tgz
 
-# Update PATH to include pyenv shims
-ENV PATH="/root/.pyenv/shims:$PATH"
+# Update PATH to include Python installation
+ENV PATH="/usr/local/bin:$PATH"
 
 # Verify Python has tkinter support
 RUN python3 -c "import tkinter; import _tkinter; print('tkinter support verified')" || \