diff --git a/poetry.lock b/poetry.lock
index cb5a966c59..09b2ca2fbb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -233,34 +233,34 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "boto3"
-version = "1.40.21"
+version = "1.40.31"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
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-    {file = "boto3-1.40.21.tar.gz", hash = "sha256:876ccc0b25517b992bd27976282510773a11ebc771aa5b836a238ea426c82187"},
+    {file = "boto3-1.40.31-py3-none-any.whl", hash = "sha256:61d5f9975c54ff919a24ff9d472c6c09c8a443a083fe56d30c04fc22d22ac42b"},
+    {file = "boto3-1.40.31.tar.gz", hash = "sha256:8c5f1270f09431694412f326cfb5ac9786d41ea3bc6ac54cbb7161d40afc660d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.40.21,<1.41.0"
+botocore = ">=1.40.31,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.13.0,<0.14.0"
+s3transfer = ">=0.14.0,<0.15.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.40.21"
+version = "1.40.31"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
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+    {file = "botocore-1.40.31-py3-none-any.whl", hash = "sha256:4033a00f8c6a4b5c3acb30af9283963123917227a437e5fc165189d07bd3cf8a"},
+    {file = "botocore-1.40.31.tar.gz", hash = "sha256:9496b91bbe40ed01d341dc8f6ff0492d7f546e80f1a862b00ec5bc9045fa3324"},
 ]
 
 [package.dependencies]
@@ -297,84 +297,101 @@ files = [
 
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+version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
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 groups = ["charm-libs", "integration"]
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 [package.dependencies]
-pycparser = "*"
+pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "charset-normalizer"
@@ -889,6 +906,7 @@ description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 groups = ["integration"]
+markers = "python_version < \"3.14\" or platform_python_implementation == \"PyPy\""
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 test-extra = ["curio", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
+[[package]]
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+python-versions = ">=3.11"
+groups = ["integration"]
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+pygments = ">=2.4.0"
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+traitlets = ">=5.13.0"
+
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+matplotlib = ["matplotlib"]
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+
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+description = "Defines a variety of Pygments lexers for highlighting IPython code."
+optional = false
+python-versions = ">=3.8"
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 version = "0.19.2"
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 [package.dependencies]
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 [[package]]
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 [package.dependencies]
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 ]
 
 [package.dependencies]
-cffi = ">=1.4.1"
+cffi = [
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+    {version = ">=2.0.0", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""},
+]
 
 [package.extras]
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-tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
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 [[package]]
 name = "pyrfc3339"
@@ -1857,14 +1944,14 @@ files = [
 
 [[package]]
 name = "pytest"
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+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["integration", "unit"]
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 ]
 
 [package.dependencies]
@@ -2248,43 +2335,43 @@ pyasn1 = ">=0.1.3"
 
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+    {file = "ruff-0.13.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dcd628101d9f7d122e120ac7c17e0a0f468b19bc925501dbe03c1cb7f5415b24"},
+    {file = "ruff-0.13.0-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:afe37db8e1466acb173bb2a39ca92df00570e0fd7c94c72d87b51b21bb63efea"},
+    {file = "ruff-0.13.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0f96a8d90bb258d7d3358b372905fe7333aaacf6c39e2408b9f8ba181f4b6ef2"},
+    {file = "ruff-0.13.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:94b5e3d883e4f924c5298e3f2ee0f3085819c14f68d1e5b6715597681433f153"},
+    {file = "ruff-0.13.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:03447f3d18479df3d24917a92d768a89f873a7181a064858ea90a804a7538991"},
+    {file = "ruff-0.13.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:fbc6b1934eb1c0033da427c805e27d164bb713f8e273a024a7e86176d7f462cf"},
+    {file = "ruff-0.13.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a8ab6a3e03665d39d4a25ee199d207a488724f022db0e1fe4002968abdb8001b"},
+    {file = "ruff-0.13.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:d2a5c62f8ccc6dd2fe259917482de7275cecc86141ee10432727c4816235bc41"},
+    {file = "ruff-0.13.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b7b85ca27aeeb1ab421bc787009831cffe6048faae08ad80867edab9f2760945"},
+    {file = "ruff-0.13.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:79ea0c44a3032af768cabfd9616e44c24303af49d633b43e3a5096e009ebe823"},
+    {file = "ruff-0.13.0-py3-none-win32.whl", hash = "sha256:4e473e8f0e6a04e4113f2e1de12a5039579892329ecc49958424e5568ef4f768"},
+    {file = "ruff-0.13.0-py3-none-win_amd64.whl", hash = "sha256:48e5c25c7a3713eea9ce755995767f4dcd1b0b9599b638b12946e892123d1efb"},
+    {file = "ruff-0.13.0-py3-none-win_arm64.whl", hash = "sha256:ab80525317b1e1d38614addec8ac954f1b3e662de9d59114ecbf771d00cf613e"},
+    {file = "ruff-0.13.0.tar.gz", hash = "sha256:5b4b1ee7eb35afae128ab94459b13b2baaed282b1fb0f472a73c82c996c8ae60"},
 ]
 
 [[package]]
 name = "s3transfer"
-version = "0.13.1"
+version = "0.14.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
-    {file = "s3transfer-0.13.1-py3-none-any.whl", hash = "sha256:a981aa7429be23fe6dfc13e80e4020057cbab622b08c0315288758d67cabc724"},
-    {file = "s3transfer-0.13.1.tar.gz", hash = "sha256:c3fdba22ba1bd367922f27ec8032d6a1cf5f10c934fb5d68cf60fd5a23d936cf"},
+    {file = "s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456"},
+    {file = "s3transfer-0.14.0.tar.gz", hash = "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125"},
 ]
 
 [package.dependencies]
@@ -2681,4 +2768,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "501c997762ac2a88b47a1ebc2ac05ea362dc2fb7f29aeb93f65f9655ea3ca087"
+content-hash = "b9e4437b9bba14c8b3fa1450c50a21854cd7217576edaaf4e42b30a51cf7b7e5"
diff --git a/pyproject.toml b/pyproject.toml
index 305d86c88c..ea2e85c9cd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,12 +8,12 @@ requires-poetry = ">=2.0.0"
 [tool.poetry.dependencies]
 python = "^3.10"
 ops = "^2.23.1"
-boto3 = "^1.40.21"
+boto3 = "^1.40.31"
 pgconnstr = "^1.0.1"
 requests = "^2.32.5"
 tenacity = "^9.1.2"
 psycopg2 = "^2.9.10"
-pydantic = "^1.10.22"
+pydantic = "^1.10.23"
 jinja2 = "^3.1.6"
 pysyncobj = "^0.3.14"
 psutil = "^7.0.0"
@@ -40,7 +40,7 @@ opentelemetry-exporter-otlp-proto-http = "1.21.0"
 optional = true
 
 [tool.poetry.group.format.dependencies]
-ruff = "^0.12.11"
+ruff = "^0.13.0"
 
 [tool.poetry.group.lint]
 optional = true
@@ -53,7 +53,7 @@ optional = true
 
 [tool.poetry.group.unit.dependencies]
 coverage = {extras = ["toml"], version = "^7.10.6"}
-pytest = "^8.4.1"
+pytest = "^8.4.2"
 pytest-asyncio = "*"
 parameterized = "^0.9.0"
 jsonschema = "^4.25.1"
@@ -62,7 +62,7 @@ jsonschema = "^4.25.1"
 optional = true
 
 [tool.poetry.group.integration.dependencies]
-pytest = "^8.4.1"
+pytest = "^8.4.2"
 pytest-operator = "^0.43.1"
 # renovate caret doesn't work: https://github.com/renovatebot/renovate/issues/26940
 juju = "<=3.6.1.3"