diff --git a/poetry.lock b/poetry.lock
index 8310ba5..8079285 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,143 +1,12 @@
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-
-[package.extras]
-crt = ["awscrt (==0.23.8)"]
-
-[[package]]
-name = "botocore-stubs"
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-description = "Type annotations and code completion for botocore"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
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-
-[package.dependencies]
-types-awscrt = "*"
-
-[package.extras]
-botocore = ["botocore"]
-
 [[package]]
 name = "certifi"
 version = "2025.1.31"
@@ -811,33 +161,18 @@ files = [
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-groups = ["dev"]
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-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
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 version = "0.4.6"
 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 = ["main", "dev"]
+groups = ["dev"]
+markers = "sys_platform == \"win32\""
 files = [
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 ]
-markers = {main = "extra == \"training\" and platform_system == \"Windows\""}
 
 [[package]]
 name = "coolname"
@@ -851,62 +186,6 @@ files = [
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-groups = ["dev"]
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-    {file = "datasets-3.5.0.tar.gz", hash = "sha256:9e39560e34f83a64e48ceca7adeb645ede3c3055c5cf48ed2b454f8ed2b89754"},
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-huggingface-hub = ">=0.24.0"
-multiprocess = "<0.70.17"
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-packaging = "*"
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-pyyaml = ">=5.1"
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-tqdm = ">=4.66.3"
-xxhash = "*"
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-audio = ["librosa", "soundfile (>=0.12.1)", "soxr (>=0.4.0) ; python_version >= \"3.9\""]
-benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
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-tests-numpy2 = ["Pillow (>=9.4.0)", "absl-py", "decorator", "elasticsearch (>=7.17.12,<8.0.0)", "jax (>=0.3.14) ; sys_platform != \"win32\"", "jaxlib (>=0.3.14) ; sys_platform != \"win32\"", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyav", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0) ; python_version >= \"3.9\"", "sqlalchemy", "tiktoken", "torch (>=2.0.0)", "torchdata", "torchvision", "transformers (>=4.42.0)", "zstandard"]
-torch = ["torch"]
-vision = ["Pillow (>=9.4.0)"]
-
-[[package]]
-name = "decorator"
-version = "5.2.1"
-description = "Decorators for Humans"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
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-
 [[package]]
 name = "deprecated"
 version = "1.2.18"
@@ -926,20 +205,24 @@ wrapt = ">=1.10,<2"
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"]
 
 [[package]]
-name = "dill"
-version = "0.3.8"
-description = "serialize all of Python"
+name = "detect-secrets"
+version = "1.5.0"
+description = "Tool for detecting secrets in the codebase"
 optional = false
-python-versions = ">=3.8"
+python-versions = "*"
 groups = ["dev"]
 files = [
-    {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
-    {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
+    {file = "detect_secrets-1.5.0-py3-none-any.whl", hash = "sha256:e24e7b9b5a35048c313e983f76c4bd09dad89f045ff059e354f9943bf45aa060"},
+    {file = "detect_secrets-1.5.0.tar.gz", hash = "sha256:6bb46dcc553c10df51475641bb30fd69d25645cc12339e46c824c1e0c388898a"},
 ]
 
+[package.dependencies]
+pyyaml = "*"
+requests = "*"
+
 [package.extras]
-graph = ["objgraph (>=1.7.2)"]
-profile = ["gprof2dot (>=2022.7.29)"]
+gibberish = ["gibberish-detector"]
+word-list = ["pyahocorasick"]
 
 [[package]]
 name = "distlib"
@@ -953,78 +236,6 @@ files = [
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
 ]
 
-[[package]]
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-version = "1.9.0"
-description = "Distro - an OS platform information API"
-optional = false
-python-versions = ">=3.6"
-groups = ["dev"]
-files = [
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-]
-
-[[package]]
-name = "elastic-transport"
-version = "8.17.1"
-description = "Transport classes and utilities shared among Python Elastic client libraries"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
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-
-[package.dependencies]
-certifi = "*"
-urllib3 = ">=1.26.2,<3"
-
-[package.extras]
-develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
-
-[[package]]
-name = "elasticsearch"
-version = "8.18.0"
-description = "Python client for Elasticsearch"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
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-
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-python-dateutil = "*"
-typing-extensions = "*"
-
-[package.extras]
-async = ["aiohttp (>=3,<4)"]
-dev = ["aiohttp", "black", "build", "coverage", "isort", "jinja2", "mapbox-vector-tile", "mypy", "nltk", "nox", "numpy", "orjson", "pandas", "pyarrow", "pyright", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "python-dateutil", "pyyaml (>=5.4)", "requests (>=2,<3)", "sentence-transformers", "simsimd", "tqdm", "twine", "types-python-dateutil", "types-tqdm", "unasync"]
-docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme (>=2.0)"]
-orjson = ["orjson (>=3)"]
-pyarrow = ["pyarrow (>=1)"]
-requests = ["requests (>=2.4.0,!=2.32.2,<3.0.0)"]
-vectorstore-mmr = ["numpy (>=1)", "simsimd (>=3)"]
-
-[[package]]
-name = "eval-type-backport"
-version = "0.2.2"
-description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
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-]
-
-[package.extras]
-tests = ["pytest"]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1078,176 +289,17 @@ version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
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 ]
-markers = {main = "extra == \"training\""}
 
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 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
 
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-version = "1.6.0"
-description = "A list-like structure which implements collections.abc.MutableSequence"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
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-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
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-tqdm = ["tqdm"]
-
 [[package]]
 name = "googleapis-common-protos"
 version = "1.70.0"
@@ -1272,7 +324,7 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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@@ -1284,7 +336,7 @@ version = "1.0.8"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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@@ -1306,7 +358,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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@@ -1325,43 +377,6 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
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-version = "0.30.2"
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-optional = false
-python-versions = ">=3.8.0"
-groups = ["main", "dev"]
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-
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-packaging = ">=20.9"
-pyyaml = ">=5.1"
-requests = "*"
-tqdm = ">=4.42.1"
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-
 [[package]]
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 version = "2.6.10"
@@ -1392,64 +407,13 @@ files = [
 [package.extras]
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-
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-itk = ["itk"]
-linting = ["black", "flake8"]
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-rawpy = ["numpy (>2)", "rawpy"]
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-tifffile = ["tifffile"]
-
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-description = "FFMPEG wrapper for Python"
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-groups = ["dev"]
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+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "protobuf"
 version = "5.29.4"
@@ -2770,7 +963,7 @@ version = "19.0.1"
 description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main"]
 files = [
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@@ -2825,7 +1018,7 @@ version = "2.11.3"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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@@ -2847,7 +1040,7 @@ version = "2.33.1"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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@@ -2953,45 +1146,13 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
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-description = "pydantic xml extension"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
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-
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 version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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 [[package]]
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+version = "0.26.0"
 description = "Pytest support for asyncio"
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+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
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 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "dev"]
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 [package.dependencies]
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-
 [[package]]
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 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
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 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev"]
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-    {file = "yarl-1.20.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f0cf05ae2d3d87a8c9022f3885ac6dea2b751aefd66a4f200e408a61ae9b7f0d"},
-    {file = "yarl-1.20.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a884b8974729e3899d9287df46f015ce53f7282d8d3340fa0ed57536b440621c"},
-    {file = "yarl-1.20.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f8d8aa8dd89ffb9a831fedbcb27d00ffd9f4842107d52dc9d57e64cb34073d5c"},
-    {file = "yarl-1.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b4e88d6c3c8672f45a30867817e4537df1bbc6f882a91581faf1f6d9f0f1b5a"},
-    {file = "yarl-1.20.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bdb77efde644d6f1ad27be8a5d67c10b7f769804fff7a966ccb1da5a4de4b656"},
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-    {file = "yarl-1.20.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:d0bf955b96ea44ad914bc792c26a0edcd71b4668b93cbcd60f5b0aeaaed06c64"},
-    {file = "yarl-1.20.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:27359776bc359ee6eaefe40cb19060238f31228799e43ebd3884e9c589e63b20"},
-    {file = "yarl-1.20.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:04d9c7a1dc0a26efb33e1acb56c8849bd57a693b85f44774356c92d610369efa"},
-    {file = "yarl-1.20.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:faa709b66ae0e24c8e5134033187a972d849d87ed0a12a0366bedcc6b5dc14a5"},
-    {file = "yarl-1.20.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:44869ee8538208fe5d9342ed62c11cc6a7a1af1b3d0bb79bb795101b6e77f6e0"},
-    {file = "yarl-1.20.0-cp39-cp39-win32.whl", hash = "sha256:b7fa0cb9fd27ffb1211cde944b41f5c67ab1c13a13ebafe470b1e206b8459da8"},
-    {file = "yarl-1.20.0-cp39-cp39-win_amd64.whl", hash = "sha256:d4fad6e5189c847820288286732075f213eabf81be4d08d6cc309912e62be5b7"},
-    {file = "yarl-1.20.0-py3-none-any.whl", hash = "sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124"},
-    {file = "yarl-1.20.0.tar.gz", hash = "sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.1"
-
 [[package]]
 name = "zipp"
 version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
@@ -4462,10 +1720,7 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
-[extras]
-training = ["transformers"]
-
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.10,<3.14"
-content-hash = "62dc76ccc2a0fb695012949089e6f741e0b46668fa5344dd52b186f598eaed78"
+python-versions = ">=3.10,<3.13"
+content-hash = "cff385f0c49e113ea0857182fae6daa8bbd859f47149eb92fe4a3dc9d674ffa2"
diff --git a/pyproject.toml b/pyproject.toml
index 46fa377..dcc0d51 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,116 +1,123 @@
 [project]
 name = "dreadnode"
-version = "1.0.0-rc.3"
+version = "0.1.3"
 description = "Dreadnode SDK"
-requires-python = ">=3.10,<3.14"
+requires-python = ">=3.10,<3.13"
+
+[build-system]
+requires = ["poetry-core>=1.0.0", "setuptools>=42", "wheel"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.bandit]
+exclude_dirs = ["tests"]
+skips = ["B101"]
+
+[tool.coverage.run]
+branch = true
+source = ["scripts"]
+
+[tool.coverage.report]
+exclude_lines = [
+    "pragma: no cover",
+    "def __repr__",
+    "if self.debug:",
+    "raise NotImplementedError",
+    "if __name__ == .__main__.:",
+]
+
+[tool.hatch.build.targets.wheel]
+packages = ["src"]
+
+[tool.hatch.build.targets.sdist]
+packages = ["src"]
+
+[tool.mypy]
+strict = true
 
 [tool.poetry]
 name = "dreadnode"
-version = "1.0.0-rc.3"
+version = "0.1.3"
 description = "Dreadnode SDK"
 authors = ["Nick Landers <monoxgas@gmail.com>"]
 repository = "https://github.com/dreadnode/sdk"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.14"
+python = ">=3.10,<3.13"
 pydantic = "^2.9.2"
 httpx = "^0.28.0"
+ruamel-yaml = "^0.18.6"
 logfire = "^3.5.3"
 python-ulid = "^3.0.0"
 fast-depends = "^2.4.12"
 coolname = "^2.2.0"
 pandas = "^2.2.3"
-fsspec = {version = ">=2023.1.0,<=2025.3.0", extras = ["s3"]} # Pinned for datasets compatibility
-
-transformers = { version = "^4.41.0", optional = true }
-
-[tool.poetry.extras]
-training = ["transformers"]
+pyarrow = "^19.0.1"
 
 [tool.poetry.group.dev.dependencies]
 mypy = "^1.8.0"
-ruff = "^0.11.6"
-pre-commit = "^3.8.0"
+ruff = "^0.11.4"
+pre-commit = "^4.1.0"
 pytest = "^8.3.3"
-pytest-asyncio = "^0.24.0"
+pytest-asyncio = "^0.26.0"
 types-protobuf = "^5.29.1.20250208"
-pandas-stubs = "^2.2.3.250308"
-types-requests = "^2.32.0.20250306"
-rigging = "^2.3.0"
-typer = "^0.15.2"
-pydub = "^0.25.1"
-moviepy = "^2.1.2"
-datasets = "^3.5.0"
-pyarrow = "^19.0.1"
-
-[build-system]
-requires = ["poetry-core>=1.0.0", "setuptools>=42", "wheel"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.hatch.build.targets.wheel]
-packages = ["src"]
-
-[tool.hatch.build.targets.sdist]
-packages = ["src"]
+detect-secrets = "^1.5.0"
 
 [tool.pytest.ini_options]
 asyncio_mode = "auto"
 asyncio_default_fixture_loop_scope = "function"
 
-[tool.mypy]
-strict = true
+[tool.readme]
+github_org = "dreadnode"
+logo_url = "https://d1lppblt9t2x15.cloudfront.net/logos/5714928f3cdc09503751580cffbe8d02.png"
+tagline = "with batteries included 🔋"
+emoji = "🐍"
 
-[tool.bandit]
-exclude_dirs = ["tests"]
-skips = ["B101"]
-
-[tool.coverage.run]
-branch = true
-source = ["scripts"]
-
-[tool.coverage.report]
-exclude_lines = [
-    "pragma: no cover",
-    "def __repr__",
-    "if self.debug:",
-    "raise NotImplementedError",
-    "if __name__ == .__main__.:",
-]
 
 [tool.ruff]
+line-length = 120
+indent-width = 4
 target-version = "py310"
-line-length = 100
-extend-exclude = [
-    "*.ipynb", # jupyter notebooks
+exclude = [
+    ".git",
+    ".git-rewrite",
+    ".mypy_cache",
+    ".ruff_cache",
+    "__pypackages__",
+    "build",
+    "dist",
+    ".venv",
+    "venv",
 ]
 
 [tool.ruff.lint]
-select = ["ALL"]
+dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
+fixable = ["ALL"]
 ignore = [
-    "E501",    # line too long (we make best effort)
-    "TRY003",  # long messages in exception classes
-    "EM",      # picky message construction for exceptions
-    "C90",     # mccabe complexity
-    "A002",    # shadowing built-in
-    "D",       # docstrings
-    "ANN",     # annotations (handled by mypy)
-    "PLR0913", # too many arguments
-    "ERA001",  # commented out code
-    "FIX002",  # contains todo, consider fixing
-    "COM812",  # disabled for formatting
-    "ISC001",  # disabled for formatting
+    "E501", # line too long, handled by ruff
+    "B008", # do not perform function calls in argument defaults
+    "C901", # too complex
+    "W191", # indentation contains tabs
+    "F722", # syntax error in forward annotation
+    "A001", # shadowing built-in
+    "A002", # shadowing built-in
+]
+select = [
+    "E",   # pycodestyle errors
+    "W",   # pycodestyle warnings
+    "F",   # pyflakes
+    "I",   # isort
+    "C",   # flake8-comprehensions
+    "B",   # flake8-bugbear
+    "UP",  # pyupgrade
+    "NPY", # numpydoc
+    "A",   # flake8-annotations
 ]
+unfixable = ["B"]
+
 
 [tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
 skip-magic-trailing-comma = false
-
-[tool.ruff.lint.extend-per-file-ignores]
-".hooks/**/*.py" = [
-    "ARG001", # temporary for rigging decorators
-    "T201",   # printing is fine for hooks
-]
-"tests/**/*.py" = [
-    "INP001", # namespace not required for pytest
-    "S101",   # asserts allowed in tests...
-]
+line-ending = "auto"