diff --git a/.changes/.python-version b/.changes/.python-version
new file mode 100644
index 00000000000..e4fba218358
--- /dev/null
+++ b/.changes/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/.changes/README.md b/.changes/README.md
index ed2b43267a8..d5cb3ca0c48 100644
--- a/.changes/README.md
+++ b/.changes/README.md
@@ -48,3 +48,27 @@ Then commit the changelog and the `.changes` directory:
 ```sh
 > git add CHANGELOG.md .changes
 ```
+
+## Development
+
+The changelog tool is a python project managed by [uv](https://docs.astral.sh/uv/).
+While most usage doesn't require worrying about the underlying python code
+due to a lack of dependencies, developers must make use of `uv` to lint and
+format code before committing.
+
+```sh
+> uv sync
+> uv run ruff check --fix
+> uv run ruff format
+> uv run pyright
+```
+
+uv will manage keeping a virtual python environment up to date and ensure that the
+right versions of these tools is used.
+
+uv can also be used to run scripts:
+
+```sh
+> uv sync
+> uv run render
+```
diff --git a/.changes/amend b/.changes/amend
index ff091e48950..0dd6e08067a 100755
--- a/.changes/amend
+++ b/.changes/amend
@@ -1,60 +1,7 @@
 #! /usr/bin/env python3
 # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 # SPDX-License-Identifier: Apache-2.0
-from argparse import ArgumentParser
-
-from tool.amend import amend
-
-
-def main() -> None:
-    parser = ArgumentParser(
-        description="""\
-            Amend recently-introduced changelog entries to include a pull request \
-            link. This is intended to be run in GitHub as an action, but can be run \
-            manually by specifying parameters GitHub would otherwise provide in \
-            environment variables.
-            
-            This only checks entries that have been staged in the current branch, \
-            using git to get a list of newly introduced files. If the entry already \
-            has one or more associated pull requests, it is not amended.""",
-    )
-    parser.add_argument(
-        "-n",
-        "--pull-request-number",
-        required=True,
-        help="The numeric identifier for the pull request.",
-    )
-    parser.add_argument(
-        "-r",
-        "--repository",
-        help="""\
-            The name of the repository, defaulting to 'smithy-lang/smithy'. This is \
-            provided by GitHub in the GITHUB_REPOSITORY environment variable.""",
-    )
-    parser.add_argument(
-        "-b",
-        "--base",
-        help="""\
-            The name of the base branch to diff against, defaulting to 'main'. This \
-            is provided by GitHub in the GITHUB_BASE_REF environment variable.""",
-    )
-    parser.add_argument(
-        "-c",
-        "--review-comment",
-        action="store_true",
-        default=False,
-        help="""\
-            Instead of amending the local files on disk, post a review comment on the \
-            PR. This will also post a normal comment if no changelog entry is found.""",
-    )
-
-    args = parser.parse_args()
-    amend(
-        base=args.base,
-        repository=args.repository,
-        pr_number=args.pull_request_number,
-        review_comment=args.review_comment,
-    )
+from tool.amend import main
 
 
 if __name__ == "__main__":
diff --git a/.changes/new-change b/.changes/new-change
index 440fb0ba041..82579cce16f 100755
--- a/.changes/new-change
+++ b/.changes/new-change
@@ -1,46 +1,7 @@
 #! /usr/bin/env python3
 # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 # SPDX-License-Identifier: Apache-2.0
-from argparse import ArgumentParser
-
-from tool import ChangeType
-from tool.new import new_change
-
-
-def main() -> None:
-    parser = ArgumentParser(
-        description="""\
-            Create a new changelog entry to be staged for the next release. Required \
-            values not provided on the command line will be prompted for.""",
-    )
-    parser.add_argument(
-        "-t",
-        "--type",
-        choices=[t.name.lower() for t in ChangeType],
-        help="The type of change being logged.",
-    )
-    parser.add_argument(
-        "-d", "--description", type=str, help="A concise description of the change."
-    )
-    parser.add_argument(
-        "-p",
-        "--pull-requests",
-        nargs="+",
-        help="The pull request that implements the change.",
-    )
-    parser.add_argument(
-        "-r",
-        "--repository",
-        help="The name of the repository, defaulting to 'smithy-lang/smithy'.",
-    )
-
-    args = parser.parse_args()
-    new_change(
-        change_type=ChangeType[args.type.upper()],
-        description=args.description,
-        pull_requests=args.pull_requests,
-        repository=args.repository,
-    )
+from tool.new import main
 
 
 if __name__ == "__main__":
diff --git a/.changes/next-release/bugfix-a4eb4361f200aabca46d06a5985bbd4ccc1fc60c.json b/.changes/next-release/bugfix-a4eb4361f200aabca46d06a5985bbd4ccc1fc60c.json
deleted file mode 100644
index 9a229a99dbe..00000000000
--- a/.changes/next-release/bugfix-a4eb4361f200aabca46d06a5985bbd4ccc1fc60c.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "type": "bugfix",
-  "description": "Fixed a bug in smoke test validation where test case ids weren't checked for uniqueness if their operations were bound to a resource shape",
-  "pull_requests": [
-    "[#2482](https://github.com/smithy-lang/smithy/issues/2482)"
-  ]
-}
diff --git a/.changes/next-release/documentation-7da019874732a62550914aa13b543b6e4de60a6e.json b/.changes/next-release/documentation-7da019874732a62550914aa13b543b6e4de60a6e.json
deleted file mode 100644
index fd775540b53..00000000000
--- a/.changes/next-release/documentation-7da019874732a62550914aa13b543b6e4de60a6e.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "type": "documentation",
-  "description": "Added a tool to generate stageable, non-conflicting changelog entries and render a changelog based on staged entries.",
-  "pull_requests": [
-    "[#2462](https://github.com/smithy-lang/smithy/issues/2462)"
-  ]
-}
diff --git a/.changes/next-release/feature-4352fb542ea76e90f06860fb12e80bc88b02616f.json b/.changes/next-release/feature-4352fb542ea76e90f06860fb12e80bc88b02616f.json
deleted file mode 100644
index 7d9c4af0ef0..00000000000
--- a/.changes/next-release/feature-4352fb542ea76e90f06860fb12e80bc88b02616f.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "type": "feature",
-  "description": "Add breakingChanges to the removal of sigv4 and sigv4a traits",
-  "pull_requests": []
-}
diff --git a/.changes/next-release/feature-972f78d227a4fe30f8512c53c8e5d2ecb2349fc1.json b/.changes/next-release/feature-972f78d227a4fe30f8512c53c8e5d2ecb2349fc1.json
deleted file mode 100644
index b92c376712c..00000000000
--- a/.changes/next-release/feature-972f78d227a4fe30f8512c53c8e5d2ecb2349fc1.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "type": "feature",
-  "description": "Adds MQTT topic filter parsing and conflict support; fixes a parsing bug that treated trailing and preceding empty levels incorrectly",
-  "pull_requests": []
-}
diff --git a/.changes/next-release/feature-f1decfa17cc23bd6a2718e7dddfeb8d5eb252163.json b/.changes/next-release/feature-f1decfa17cc23bd6a2718e7dddfeb8d5eb252163.json
deleted file mode 100644
index 87eae0eb82a..00000000000
--- a/.changes/next-release/feature-f1decfa17cc23bd6a2718e7dddfeb8d5eb252163.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "type": "feature",
-  "description": "fix: Convert blob default values to Base64",
-  "pull_requests": [
-    "[#2474](https://github.com/smithy-lang/smithy/issues/2474)"
-  ]
-}
diff --git a/.changes/pyproject.toml b/.changes/pyproject.toml
new file mode 100644
index 00000000000..5b43de89a07
--- /dev/null
+++ b/.changes/pyproject.toml
@@ -0,0 +1,44 @@
+[project]
+name = "changelog"
+version = "0.1.0"
+description = "A staged changelog tool for Smithy."
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = []
+
+[project.scripts]
+amend = "tool.amend:main"
+render = "tool.render:main"
+new-change = "tool.new:main"
+
+[dependency-groups]
+lint = [
+    "ruff>=0.12.3",
+    "docformatter>=1.7.7",
+]
+typing = [
+    "pyright>=1.1.403"
+]
+
+[tool.uv]
+package = true
+required-version = ">=0.7.21"
+default-groups = ["lint", "typing"]
+
+[tool.pyright]
+typeCheckingMode = "strict"
+
+[tool.docformatter]
+recursive = true
+black = true
+
+[tool.ruff]
+target-version = "py312"
+
+[tool.ruff.lint]
+select = [ "ASYNC", "C4", "E1", "E4", "E7", "E9", "F", "FURB", "G", "I", "LOG", "PIE", "RUF", "S", "T", "UP" ]
+ignore = [ "T201", "S602", "S324", "S310" ]
+
+[tool.ruff.format]
+docstring-code-format = true
+
diff --git a/.changes/render b/.changes/render
index 4f2b46d9197..c0d904db341 100755
--- a/.changes/render
+++ b/.changes/render
@@ -1,48 +1,7 @@
 #! /usr/bin/env python3
 # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 # SPDX-License-Identifier: Apache-2.0
-from argparse import ArgumentParser
-
-from tool.release import release
-from tool.render import render
-
-
-def main() -> None:
-    parser = ArgumentParser(
-        description="""\
-            Render the changelog as markdown, optionally including pending features \
-            as a new release.""",
-    )
-    release_group = parser.add_argument_group(
-        "release",
-        description="""\
-            These arguments allow for releasing all pending features in the \
-            next-release folder as a new release. If not set, the exisiting releases \
-            will be re-rendered.""",
-    )
-    release_group.add_argument(
-        "-v",
-        "--release-version",
-        type=str,
-        help="""\
-            The version to use for the staged changelog release. If set, all pending \
-            features will be compiled into a release.""",
-    )
-    release_group.add_argument(
-        "-d",
-        "--release-date",
-        type=str,
-        help="""\
-            The date of the release in ISO format (e.g. 2024-11-13). If not set, \
-            today's date, according to your local time zone, will be used.""",
-    )
-
-    args = parser.parse_args()
-
-    if args.release_version:
-        release(args.release_version, args.release_date)
-
-    render()
+from tool.render import main
 
 
 if __name__ == "__main__":
diff --git a/.changes/tool/__init__.py b/.changes/tool/__init__.py
index 9135459e0ad..40f9c3e7162 100644
--- a/.changes/tool/__init__.py
+++ b/.changes/tool/__init__.py
@@ -35,7 +35,7 @@ def __lt__(self, other: Self) -> bool:
 class Change:
     type: ChangeType
     description: str
-    pull_requests: list[str] = field(default_factory=list)
+    pull_requests: list[str] = field(default_factory=list[str])
 
     @classmethod
     def from_json(cls, data: dict[str, Any]) -> Self:
diff --git a/.changes/tool/amend.py b/.changes/tool/amend.py
index f1dd55d9dc2..0ee890c11fc 100644
--- a/.changes/tool/amend.py
+++ b/.changes/tool/amend.py
@@ -2,6 +2,7 @@
 # SPDX-License-Identifier: Apache-2.0
 import os
 import subprocess
+from argparse import ArgumentParser
 from pathlib import Path
 
 from . import REPO_ROOT, Change
@@ -11,6 +12,57 @@
 GITHUB_URL = os.environ.get("GITHUB_SERVER_URL", "https://github.com")
 
 
+def main() -> None:
+    parser = ArgumentParser(
+        description="""\
+            Amend recently-introduced changelog entries to include a pull request \
+            link. This is intended to be run in GitHub as an action, but can be run \
+            manually by specifying parameters GitHub would otherwise provide in \
+            environment variables.
+
+            This only checks entries that have been staged in the current branch, \
+            using git to get a list of newly introduced files. If the entry already \
+            has one or more associated pull requests, it is not amended.""",
+    )
+    parser.add_argument(
+        "-n",
+        "--pull-request-number",
+        required=True,
+        help="The numeric identifier for the pull request.",
+    )
+    parser.add_argument(
+        "-r",
+        "--repository",
+        help="""\
+            The name of the repository, defaulting to 'smithy-lang/smithy'. This is \
+            provided by GitHub in the GITHUB_REPOSITORY environment variable.""",
+    )
+    parser.add_argument(
+        "-b",
+        "--base",
+        help="""\
+            The name of the base branch to diff against, defaulting to 'main'. This \
+            is provided by GitHub in the GITHUB_BASE_REF environment variable.""",
+    )
+    parser.add_argument(
+        "-c",
+        "--review-comment",
+        action="store_true",
+        default=False,
+        help="""\
+            Instead of amending the local files on disk, post a review comment on the \
+            PR. This will also post a normal comment if no changelog entry is found.""",
+    )
+
+    args = parser.parse_args()
+    amend(
+        base=args.base,
+        repository=args.repository,
+        pr_number=args.pull_request_number,
+        review_comment=args.review_comment,
+    )
+
+
 def amend(
     *,
     pr_number: str,
diff --git a/.changes/tool/github.py b/.changes/tool/github.py
index 43577085160..0523e9acefa 100644
--- a/.changes/tool/github.py
+++ b/.changes/tool/github.py
@@ -8,10 +8,11 @@
 import os
 import re
 import time
+from collections.abc import Generator
 from dataclasses import dataclass
 from http.client import HTTPResponse
 from pathlib import Path
-from typing import Generator, Literal, NotRequired, Required, Self, TypedDict
+from typing import Literal, NotRequired, Required, Self, TypedDict
 from urllib import request
 from urllib.error import HTTPError
 
@@ -111,8 +112,7 @@ def get_review_comments(
             raise ValueError(
                 f"Expected list body, but found {type(response.body)}: {response.body}"
             )
-        for comment in response.body:
-            yield comment  # type: ignore
+        yield from response.body  # type: ignore
 
 
 # https://docs.github.com/en/rest/issues/comments?apiVersion=2022-11-28#create-an-issue-comment
@@ -147,8 +147,7 @@ def get_comments(
             raise ValueError(
                 f"Expected list body, but found {type(response.body)}: {response.body}"
             )
-        for comment in response.body:
-            yield comment  # type: ignore
+        yield from response.body  # type: ignore
 
 
 @dataclass
diff --git a/.changes/tool/new.py b/.changes/tool/new.py
index d5731e64655..a2f1d78d540 100644
--- a/.changes/tool/new.py
+++ b/.changes/tool/new.py
@@ -6,6 +6,7 @@
 import string
 import subprocess
 import tempfile
+from argparse import ArgumentParser
 
 from . import NEXT_RELEASE_DIR, Change, ChangeType
 
@@ -33,6 +34,42 @@
 """
 
 
+def main() -> None:
+    parser = ArgumentParser(
+        description="""\
+            Create a new changelog entry to be staged for the next release. Required \
+            values not provided on the command line will be prompted for.""",
+    )
+    parser.add_argument(
+        "-t",
+        "--type",
+        choices=[t.name.lower() for t in ChangeType],
+        help="The type of change being logged.",
+    )
+    parser.add_argument(
+        "-d", "--description", type=str, help="A concise description of the change."
+    )
+    parser.add_argument(
+        "-p",
+        "--pull-requests",
+        nargs="+",
+        help="The pull request that implements the change.",
+    )
+    parser.add_argument(
+        "-r",
+        "--repository",
+        help="The name of the repository, defaulting to 'smithy-lang/smithy'.",
+    )
+
+    args = parser.parse_args()
+    new_change(
+        change_type=ChangeType[args.type.upper()],
+        description=args.description,
+        pull_requests=args.pull_requests,
+        repository=args.repository,
+    )
+
+
 def new_change(
     change_type: ChangeType | None = None,
     description: str | None = None,
@@ -128,7 +165,7 @@ def parse_filled_in_contents(contents: str) -> Change | None:
             # of the description, so we can break once we pull in the
             # remaining lines.
             first_line = line.split(":")[1].strip()
-            full_description = "\n".join([first_line] + list(lines))
+            full_description = "\n".join([first_line], *list(lines))
             parsed["description"] = full_description.strip()
             break
 
diff --git a/.changes/tool/render.py b/.changes/tool/render.py
index b84b38659d0..16afc495175 100644
--- a/.changes/tool/render.py
+++ b/.changes/tool/render.py
@@ -1,10 +1,51 @@
 # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 # SPDX-License-Identifier: Apache-2.0
+from argparse import ArgumentParser
+
 from . import RELEASES_DIR, Change, Release
+from .release import release as _release
 
 TITLE = "Changelog"
 
 
+def main() -> None:
+    parser = ArgumentParser(
+        description="""\
+            Render the changelog as markdown, optionally including pending features \
+            as a new release.""",
+    )
+    release_group = parser.add_argument_group(
+        "release",
+        description="""\
+            These arguments allow for releasing all pending features in the \
+            next-release folder as a new release. If not set, the exisiting releases \
+            will be re-rendered.""",
+    )
+    release_group.add_argument(
+        "-v",
+        "--release-version",
+        type=str,
+        help="""\
+            The version to use for the staged changelog release. If set, all pending \
+            features will be compiled into a release.""",
+    )
+    release_group.add_argument(
+        "-d",
+        "--release-date",
+        type=str,
+        help="""\
+            The date of the release in ISO format (e.g. 2024-11-13). If not set, \
+            today's date, according to your local time zone, will be used.""",
+    )
+
+    args = parser.parse_args()
+
+    if args.release_version:
+        _release(args.release_version, args.release_date)
+
+    render()
+
+
 def render() -> None:
     rendered = f"# {TITLE}\n\n"
     for release in get_releases():
diff --git a/.changes/uv.lock b/.changes/uv.lock
new file mode 100644
index 00000000000..d0be6c0b96c
--- /dev/null
+++ b/.changes/uv.lock
@@ -0,0 +1,136 @@
+version = 1
+revision = 2
+requires-python = ">=3.12"
+
+[[package]]
+name = "changelog"
+version = "0.1.0"
+source = { editable = "." }
+
+[package.dev-dependencies]
+lint = [
+    { name = "docformatter" },
+    { name = "ruff" },
+]
+typing = [
+    { name = "pyright" },
+]
+
+[package.metadata]
+
+[package.metadata.requires-dev]
+lint = [
+    { name = "docformatter", specifier = ">=1.7.7" },
+    { name = "ruff", specifier = ">=0.12.3" },
+]
+typing = [{ name = "pyright", specifier = ">=1.1.403" }]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.4.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/33/89c2ced2b67d1c2a61c19c6751aa8902d46ce3dacb23600a283619f5a12d/charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63", size = 126367, upload-time = "2025-05-02T08:34:42.01Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d7/a4/37f4d6035c89cac7930395a35cc0f1b872e652eaafb76a6075943754f095/charset_normalizer-3.4.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0c29de6a1a95f24b9a1aa7aefd27d2487263f00dfd55a77719b530788f75cff7", size = 199936, upload-time = "2025-05-02T08:32:33.712Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/8a/1a5e33b73e0d9287274f899d967907cd0bf9c343e651755d9307e0dbf2b3/charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cddf7bd982eaa998934a91f69d182aec997c6c468898efe6679af88283b498d3", size = 143790, upload-time = "2025-05-02T08:32:35.768Z" },
+    { url = "https://files.pythonhosted.org/packages/66/52/59521f1d8e6ab1482164fa21409c5ef44da3e9f653c13ba71becdd98dec3/charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fcbe676a55d7445b22c10967bceaaf0ee69407fbe0ece4d032b6eb8d4565982a", size = 153924, upload-time = "2025-05-02T08:32:37.284Z" },
+    { url = "https://files.pythonhosted.org/packages/86/2d/fb55fdf41964ec782febbf33cb64be480a6b8f16ded2dbe8db27a405c09f/charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d41c4d287cfc69060fa91cae9683eacffad989f1a10811995fa309df656ec214", size = 146626, upload-time = "2025-05-02T08:32:38.803Z" },
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