diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 41a57e1b4..e147af2bc 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -20,7 +20,10 @@ repos:
       - id: biome-check
         additional_dependencies: ["@biomejs/biome@1.9.4"]
         exclude: (src/codemods/eval)|(tests/unit/skills/snapshots)|(tests/unit/codegen/sdk/output)|(tests/integration/verified_codemods)|(docs/samples)
-
+  - repo: https://github.com/ComPWA/taplo-pre-commit
+    rev: v0.9.3
+    hooks:
+      - id: taplo-format
   - repo: https://github.com/MarcoGorelli/cython-lint
     rev: v0.16.6
     hooks:
diff --git a/hatch.toml b/hatch.toml
index 33fa2eb1f..0b1d7737f 100644
--- a/hatch.toml
+++ b/hatch.toml
@@ -12,9 +12,9 @@ tool = ["uv", "pip"]
 [envs.hatch-build.overrides]
 matrix.tool.installer = { value = "{matrix:tool}" }
 matrix.tool.scripts = [
-    { key = "pip", value = "{env:HATCH_UV} pip {args}", if = [
-        "uv",
-    ] },
+  { key = "pip", value = "{env:HATCH_UV} pip {args}", if = [
+    "uv",
+  ] },
 ]
 
 [version]
@@ -25,19 +25,19 @@ UV_EXTRA_INDEX_URL = "https://aws@codegen-922078275900.d.codeartifact.us-east-1.
 
 [build.targets.wheel.hooks.cython]
 dependencies = [
-    "hatch-cython @ git+https://github.com/codegen-sh/hatch-cython.git",
-    "cython>=3.0.11",
-    "tree-sitter",
-    "networkx",
+  "hatch-cython @ git+https://github.com/codegen-sh/hatch-cython.git",
+  "cython>=3.0.11",
+  "tree-sitter",
+  "networkx",
 ]
 
 [build.targets.wheel.hooks.cython.options]
 src = "codegen/sdk"
 compile_args = [
-    "-O3",
-    { platforms = [
-        "darwin",
-    ], arch = "arm64", arg = "-mcpu=apple-m1" },
+  "-O3",
+  { platforms = [
+    "darwin",
+  ], arch = "arm64", arg = "-mcpu=apple-m1" },
 ]
 cythonize_kwargs = { annotate = true, nthreads = 16, exclude_failures = false, cache = true }
 compiled_sdist = true
@@ -57,27 +57,30 @@ c_string_type = "unicode"
 
 [build.targets.wheel.hooks.cython.options.files]
 exclude = [
-    "**/__init__.py",
-    "**/code_generation",
-    "**/skills",
-    "**/codebase/factory",
-    "**/guides",
-    "**/testing",
-    "**/codebase_graph_utils.py",
+  "**/__init__.py",
+  "**/code_generation",
+  "**/skills",
+  "**/codebase/factory",
+  "**/guides",
+  "**/testing",
+  "**/codebase_graph_utils.py",
 ]
 
 [build.targets.wheel]
 macos-max-compat = false
 
 [build]
-packages = [
-    "src/codegen",
-]
-
-[metadata.hooks.vcs]
-Homepage = "https://github.com/codegen-sh/codegen-sdk"
-source_archive = "https://github.com/codegen-sh/codegen-sdk/archive/{commit_hash}.zip"
+packages = ["src/codegen"]
 
+[metadata.hooks.vcs.urls]
+Homepage = "https://www.codegen.com/"
+Repository = "https://github.com/codegen-sh/codegen-sdk"
+download = "https://github.com/codegen-sh/codegen-sdk/archive/{commit_hash}.zip"
+Changelog = "https://docs.codegen.com/changelog/changelog"
+Releasenotes = "https://github.com/codegen-sh/codegen-sdk/releases"
+Issues = "https://github.com/codegen-sh/codegen-sdk/issues"
+Documentation = "https://docs.codegen.sh"
+Playground = "https://www.codegen.sh/"
 
 [build.targets.wheel.hooks.custom]
 enable-by-default = false
diff --git a/pyproject.toml b/pyproject.toml
index 848f46b64..d32e379d0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,112 +1,144 @@
 [project]
 name = "codegen"
 dynamic = ["version", "urls"]
-description = "Add your description here"
+description = "A python library for manipulating codebases"
 readme = "README.md"
 # renovate: datasource=python-version depName=python
 requires-python = ">=3.12, <3.14"
 dependencies = [
-    "backoff==2.2.1",
-    "openai==1.59.9",
-    "tiktoken<1.0.0,>=0.5.1",
-    "tabulate>=0.9.0,<1.0.0",
-    "codeowners<1.0.0,>=0.6.0",
-    "dataclasses-json<1.0.0,>=0.6.4",
-    "dicttoxml<2.0.0,>=1.7.16",
-    "xmltodict<1.0.0,>=0.13.0",
-    "astor<1.0.0,>=0.8.1",
-    "tree-sitter>=0.23.1",
-    "tree-sitter-python>=0.23.4",
-    "tree-sitter-typescript>=0.23.2",
-    "tree-sitter-javascript>=0.23.1",
-    "python-levenshtein<1.0.0,>=0.25.1",
-    "networkx>=3.4.1",
-    "wrapt<2.0.0,>=1.16.0",
-    "pyright<2.0.0,>=1.1.372",
-    "watchfiles<1.1.0,>=1.0.0",
-    "rich<14.0.0,>=13.7.1",
-    "pydantic<3.0.0,>=2.9.2",
-    "docstring-parser<1.0,>=0.16",
-    "plotly<6.0.0,>=5.24.0",
-    "humanize<5.0.0,>=4.10.0",
-    "pytest-snapshot>=0.9.0",
-    "anthropic==0.23.1",
-    "pyjson5==1.6.8",
-    "mini-racer>=0.12.4",
-    "rustworkx>=0.15.1",
-    "typing-extensions>=4.12.2",
-    "termcolor>=2.4.0",
-    "sentry-sdk==2.20.0",
-    "tenacity>=9.0.0",
-    "click>=8.1.7",
-    "requests>=2.32.3",
-    "lazy-object-proxy>=0.0.0",
-    "pydantic-core>=2.23.4",
-    "hatch-vcs>=0.4.0",
-    "hatchling>=1.25.0",
-    "pyinstrument>=5.0.0",
-    "pip>=24.3.1", # This is needed for some NPM/YARN/PNPM post-install scripts to work!
-    "rich-click>=1.8.5",
-    "python-dotenv>=1.0.1",
-    "giturlparse",
-    "pygit2>=1.16.0",
-    "unidiff>=0.7.5",
-    "datamodel-code-generator>=0.26.5",
-    "toml>=0.10.2",
-    "PyGithub==2.5.0",
-    "GitPython==3.1.44",
-    "psutil>=5.8.0",
-    "fastapi[standard]<1.0.0,>=0.115.2",
-    "starlette<1.0.0,>=0.16.0",
-    "tqdm>=4.67.1",
+  "backoff==2.2.1",
+  "openai==1.59.9",
+  "tiktoken<1.0.0,>=0.5.1",
+  "tabulate>=0.9.0,<1.0.0",
+  "codeowners<1.0.0,>=0.6.0",
+  "dataclasses-json<1.0.0,>=0.6.4",
+  "dicttoxml<2.0.0,>=1.7.16",
+  "xmltodict<1.0.0,>=0.13.0",
+  "astor<1.0.0,>=0.8.1",
+  "tree-sitter>=0.23.1",
+  "tree-sitter-python>=0.23.4",
+  "tree-sitter-typescript>=0.23.2",
+  "tree-sitter-javascript>=0.23.1",
+  "python-levenshtein<1.0.0,>=0.25.1",
+  "networkx>=3.4.1",
+  "wrapt<2.0.0,>=1.16.0",
+  "pyright<2.0.0,>=1.1.372",
+  "watchfiles<1.1.0,>=1.0.0",
+  "rich<14.0.0,>=13.7.1",
+  "pydantic<3.0.0,>=2.9.2",
+  "docstring-parser<1.0,>=0.16",
+  "plotly<6.0.0,>=5.24.0",
+  "humanize<5.0.0,>=4.10.0",
+  "pytest-snapshot>=0.9.0",
+  "anthropic==0.23.1",
+  "pyjson5==1.6.8",
+  "mini-racer>=0.12.4",
+  "rustworkx>=0.15.1",
+  "typing-extensions>=4.12.2",
+  "termcolor>=2.4.0",
+  "sentry-sdk==2.20.0",
+  "tenacity>=9.0.0",
+  "click>=8.1.7",
+  "requests>=2.32.3",
+  "lazy-object-proxy>=0.0.0",
+  "pydantic-core>=2.23.4",
+  "hatch-vcs>=0.4.0",
+  "hatchling>=1.25.0",
+  "pyinstrument>=5.0.0",
+  "pip>=24.3.1",                       # This is needed for some NPM/YARN/PNPM post-install scripts to work!
+  "rich-click>=1.8.5",
+  "python-dotenv>=1.0.1",
+  "giturlparse",
+  "pygit2>=1.16.0",
+  "unidiff>=0.7.5",
+  "datamodel-code-generator>=0.26.5",
+  "toml>=0.10.2",
+  "PyGithub==2.5.0",
+  "GitPython==3.1.44",
+  "psutil>=5.8.0",
+  "fastapi[standard]<1.0.0,>=0.115.2",
+  "starlette<1.0.0,>=0.16.0",
+  "tqdm>=4.67.1",
 ]
-license = {file = "LICENSE"}
+
+license = { text = "Apache-2.0" }
 classifiers = [
-    "License :: OSI Approved :: Apache Software License",
-"Intended Audience :: Developers", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Topic :: Software Development", "Development Status :: 4 - Beta", "Environment :: MacOS X", "Programming Language :: Python :: 3", "Programming Language :: Python", ]
+  "Development Status :: 4 - Beta",
+
+  "Environment :: Console",
+  "Environment :: MacOS X",
+
+  "Intended Audience :: Developers",
+  "Intended Audience :: Information Technology",
+
+  "License :: OSI Approved",
+  "License :: OSI Approved :: Apache Software License",
+
+  "Operating System :: OS Independent",
+
+  "Programming Language :: Python",
+  "Programming Language :: Python :: 3",
+  "Programming Language :: Python :: 3.12",
+  "Programming Language :: Python :: 3.13",
 
+  "Topic :: Software Development",
+  "Topic :: Software Development :: Libraries :: Python Modules",
+  "Topic :: Software Development :: Code Generators",
+  "Topic :: Software Development :: Libraries",
+]
+authors = [{ name = "Codegen Team", email = "team+codegenbot@codegen.sh" }]
+keywords = [
+  "codegen",
+  "codebase",
+  "codebase manipulation",
+  "codebase analysis",
+  "codebase transformation",
+  "refactoring",
+  "code generation",
+  "code generation",
+  "codebase analysis",
+  "codebase transformation",
+  "refactoring",
+]
 [project.scripts]
 codegen = "codegen.cli.cli:main"
 
 [project.optional-dependencies]
-types = [
-    "types-networkx>=3.2.1.20240918",
-    "types-tabulate>=0.9.0.20240106",
-]
+types = ["types-networkx>=3.2.1.20240918", "types-tabulate>=0.9.0.20240106"]
 [tool.uv]
 cache-keys = [{ git = { commit = true, tags = true } }]
 dev-dependencies = [
-    "coverage<8.0.0,>=7.6.1",
-    #    "scalene>=1.5.45",
-    "filelock<4.0.0,>=3.15.4",
-    "pytest>=8.3.3",
-    "pytest-cov>=6.0.0,<6.0.1",
-    "ruff>=0.6.8",
-    "mypy[mypyc,faster-cache]>=1.13.0",
-    "pre-commit>=4.0.1",
-    "pytest-xdist>=3.6.1,<4.0.0",
-    "pytest-mock<4.0.0,>=3.14.0",
-    "pytest-timeout>=2.3.1",
-    "braintrust>=0.0.160",
-    "ruff-lsp<1.0.0,>=0.0.55",
-    "austin-python>=1.7.1",
-    "autoflake>=2.3.1",
-    #    "nuitka>=2.4.8",
-    "keyrings-codeartifact>=1.3.3",
-    "typer>=0.12.5",
-    "pre-commit-uv>=4.1.4",
-    "austin-dist>=3.7.0",
-    "uv>=0.4.25",
-    "cython>=3.0.11",
-    "deptry>=0.22.0",
-    "cibuildwheel[uv]>=2.22.0",
-    "sybil[pytest]>=9.0.0",
-    "jsbeautifier<2.0.0,>=1.15.1",
-    "inflection<1.0.0,>=0.5.1",
-    "autoflake>=2.3.1",
-    "black>=24.8.0",
-    "isort>=5.13.2",
-    "emoji>=2.14.0",
+  "coverage<8.0.0,>=7.6.1",
+  #    "scalene>=1.5.45",
+  "filelock<4.0.0,>=3.15.4",
+  "pytest>=8.3.3",
+  "pytest-cov>=6.0.0,<6.0.1",
+  "ruff>=0.6.8",
+  "mypy[mypyc,faster-cache]>=1.13.0",
+  "pre-commit>=4.0.1",
+  "pytest-xdist>=3.6.1,<4.0.0",
+  "pytest-mock<4.0.0,>=3.14.0",
+  "pytest-timeout>=2.3.1",
+  "braintrust>=0.0.160",
+  "ruff-lsp<1.0.0,>=0.0.55",
+  "austin-python>=1.7.1",
+  "autoflake>=2.3.1",
+  #    "nuitka>=2.4.8",
+  "keyrings-codeartifact>=1.3.3",
+  "typer>=0.12.5",
+  "pre-commit-uv>=4.1.4",
+  "austin-dist>=3.7.0",
+  "uv>=0.4.25",
+  "cython>=3.0.11",
+  "deptry>=0.22.0",
+  "cibuildwheel[uv]>=2.22.0",
+  "sybil[pytest]>=9.0.0",
+  "jsbeautifier<2.0.0,>=1.15.1",
+  "inflection<1.0.0,>=0.5.1",
+  "autoflake>=2.3.1",
+  "black>=24.8.0",
+  "isort>=5.13.2",
+  "emoji>=2.14.0",
 ]
 keyring-provider = "subprocess"
 #extra-index-url = ["https://aws@codegen-922078275900.d.codeartifact.us-east-1.amazonaws.com/pypi/codegen/simple/"]
@@ -120,41 +152,41 @@ max-line-length = 200
 [tool.ruff]
 line-length = 200
 exclude = [
-    "app/codemod/compilation/function_imports.py", # generated import list to compile uesr code with
-    'codegen_tests/**/expected*/**',
-    'codegen_tests/**/original/**',
-    'codegen_tests/projects/**/codebase/**',
-    'docs/**',
-    'scripts/Debugging/**',
+  "app/codemod/compilation/function_imports.py", # generated import list to compile uesr code with
+  'codegen_tests/**/expected*/**',
+  'codegen_tests/**/original/**',
+  'codegen_tests/projects/**/codebase/**',
+  'docs/**',
+  'scripts/Debugging/**',
 ]
 
 lint.select = ["F", "E", "W", "I", "UP", "D", "RUF", "DTZ"]
 lint.ignore = [
-    "D100",
-    "D101",
-    "D102",
-    "D103",
-    "D104",
-    "D105",
-    "D106",
-    "D107",
-    "D203",
-    "D205",
-    "D213",
-    "D400",
-    "D401",
-    "D402",
-    "D404",
-    "D415",
-    "D417",
-    "E712",   # https://github.com/astral-sh/ruff/issues/4560
-    "F841",
-    "F842",
-    "RUF012",
-    "RUF007",
+  "D100",
+  "D101",
+  "D102",
+  "D103",
+  "D104",
+  "D105",
+  "D106",
+  "D107",
+  "D203",
+  "D205",
+  "D213",
+  "D400",
+  "D401",
+  "D402",
+  "D404",
+  "D415",
+  "D417",
+  "E712",   # https://github.com/astral-sh/ruff/issues/4560
+  "F841",
+  "F842",
+  "RUF012",
+  "RUF007",
 ]
 lint.exclude = [
-    "*.ipynb",
+  "*.ipynb",
 ] # disable just linting for notebooks (allow for formatting)
 lint.pydocstyle.convention = "google"
 [tool.ruff.lint.isort]
@@ -172,16 +204,16 @@ sigterm = true
 skip_covered = true
 skip_empty = true
 exclude_also = [
-    "if TYPE_CHECKING:",
-    # Don't complain about missing debug-only code:
-    "def __repr__",
-    # Don't complain if tests don't hit defensive assertion code:
-    "raise AssertionError",
-    "raise NotImplementedError",
-    # Don't complain if non-runnable code isn't run:
-    "if __name__ == .__main__.:",
-    # Don't complain about abstract methods, they aren't run:
-    "@(abc\\.)?abstractmethod",
+  "if TYPE_CHECKING:",
+  # Don't complain about missing debug-only code:
+  "def __repr__",
+  # Don't complain if tests don't hit defensive assertion code:
+  "raise AssertionError",
+  "raise NotImplementedError",
+  # Don't complain if non-runnable code isn't run:
+  "if __name__ == .__main__.:",
+  # Don't complain about abstract methods, they aren't run:
+  "@(abc\\.)?abstractmethod",
 ]
 
 [tool.coverage.html]
@@ -198,7 +230,7 @@ norecursedirs = "repos expected"
 # addopts = -v --cov=app --cov-report=term
 
 addopts = "--dist=loadgroup --junitxml=build/test-results/test/TEST.xml --strict-config --import-mode=importlib --cov-context=test --cov-report=json --cov-config=pyproject.toml -p no:doctest"
-filterwarnings ="""
+filterwarnings = """
     ignore::DeprecationWarning:botocore.*:
     ignore::DeprecationWarning:sqlalchemy.*:
     ignore::DeprecationWarning:posthog.*:"""
@@ -209,14 +241,27 @@ junit_duration_report = "call"
 junit_logging = "all"
 
 [build-system]
-requires = ["hatchling>=1.26.3", "hatch-vcs>=0.4.0", "setuptools-scm>=8.0.0"]
+requires = [
+  "hatchling>=1.26.3",
+  "hatch-vcs>=0.4.0",
+  "setuptools-scm>=8.0.0",
+  "setuptools>=75.8.0",
+]
 build-backend = "hatchling.build"
 
 [tool.deptry]
 extend_exclude = [".*/eval/test_files/.*.py", ".*conftest.py"]
 pep621_dev_dependency_groups = ["types"]
 [tool.deptry.per_rule_ignores]
-DEP002 = ["pyright", "mini-racer", "hatch-vcs", "pyinstrument", "pip", "python-levenshtein", "pytest-snapshot"]
+DEP002 = [
+  "pyright",
+  "mini-racer",
+  "hatch-vcs",
+  "pyinstrument",
+  "pip",
+  "python-levenshtein",
+  "pytest-snapshot",
+]
 DEP003 = "sqlalchemy"
 DEP004 = "pytest"
 
@@ -226,6 +271,6 @@ PyGithub = ["github"]
 [tool.cibuildwheel]
 build-frontend = "build[uv]"
 skip = ["*-musllinux_i686", "*-manylinux_i686", "*-musllinux_x86_64"]
-environment = { "HATCH_BUILD_HOOKS_ENABLE"="true" }
-manylinux-x86_64-image="quay.io/pypa/manylinux_2_34_x86_64"
-manylinux-aarch64-image="quay.io/pypa/manylinux_2_34_aarch64"
+environment = { "HATCH_BUILD_HOOKS_ENABLE" = "true" }
+manylinux-x86_64-image = "quay.io/pypa/manylinux_2_34_x86_64"
+manylinux-aarch64-image = "quay.io/pypa/manylinux_2_34_aarch64"