diff --git a/poetry.lock b/poetry.lock
index 240e3ce27f..4d8ee3068c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -52,43 +52,40 @@ pluggy = ">=0.4.0"
 
 [[package]]
 name = "anyio"
-version = "4.6.2.post1"
+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
-    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
+    {file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
+    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
-[package.dependencies]
-six = ">=1.12.0"
-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "attrs"
@@ -120,6 +117,17 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[[package]]
+name = "backports-strenum"
+version = "1.3.1"
+description = "Base class for creating enumerated constants that are also subclasses of str"
+optional = false
+python-versions = ">=3.8.6,<3.11"
+files = [
+    {file = "backports_strenum-1.3.1-py3-none-any.whl", hash = "sha256:cdcfe36dc897e2615dc793b7d3097f54d359918fc448754a517e6f23044ccf83"},
+    {file = "backports_strenum-1.3.1.tar.gz", hash = "sha256:77c52407342898497714f0596e86188bb7084f89063226f4ba66863482f42414"},
+]
+
 [[package]]
 name = "bcrypt"
 version = "4.2.1"
@@ -160,17 +168,17 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "boto3"
-version = "1.35.70"
+version = "1.35.78"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.35.70-py3-none-any.whl", hash = "sha256:ca385708f83f01b3f27d9d675880d2458cb3b40ed1e25da688f551454ed0c112"},
-    {file = "boto3-1.35.70.tar.gz", hash = "sha256:121dce8c7102eea6a6047d46bcd74e8a24dac793a4a3857de4f4bad9c12566fd"},
+    {file = "boto3-1.35.78-py3-none-any.whl", hash = "sha256:5ef7166fe5060637b92af8dc152cd7acecf96b3fc9c5456706a886cadb534391"},
+    {file = "boto3-1.35.78.tar.gz", hash = "sha256:fc8001519c8842e766ad3793bde3fbd0bb39e821a582fc12cf67876b8f3cf7f1"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.70,<1.36.0"
+botocore = ">=1.35.78,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -179,13 +187,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.70"
+version = "1.35.78"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.35.70-py3-none-any.whl", hash = "sha256:ba8a4797cf7c5d9c237e67a62692f5146e895613fd3e6a43b00b66f3a8c7fc73"},
-    {file = "botocore-1.35.70.tar.gz", hash = "sha256:18d1bb505722d9efd50c50719ed8de7284bfe6d3908a9e08756a7646e549da21"},
+    {file = "botocore-1.35.78-py3-none-any.whl", hash = "sha256:41c37bd7c0326f25122f33ec84fb80fc0a14d7fcc9961431b0e57568e88c9cb5"},
+    {file = "botocore-1.35.78.tar.gz", hash = "sha256:6905036c25449ae8dba5e950e4b908e4b8a6fe6b516bf61e007ecb62fa21f323"},
 ]
 
 [package.dependencies]
@@ -441,13 +449,13 @@ files = [
 
 [[package]]
 name = "cosl"
-version = "0.0.45"
+version = "0.0.47"
 description = "Utils for COS Lite charms"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cosl-0.0.45-py3-none-any.whl", hash = "sha256:aede0ff7238f6e84f8ff69e32b0f0fd69dd049a1d1b922b9e9166c8ce9a443ea"},
-    {file = "cosl-0.0.45.tar.gz", hash = "sha256:0e7db33091f9694666a485bba8e21ddf79ff69f2f86002c855aa58b08a561a95"},
+    {file = "cosl-0.0.47-py3-none-any.whl", hash = "sha256:469e0760773322ffe45554bb5545e9f673fcef501345c8d0b15c9456af6712eb"},
+    {file = "cosl-0.0.47.tar.gz", hash = "sha256:42aaa2fcda3c73b5f52076e6790356642f9acaefdc1a49b1379395e8978f0c98"},
 ]
 
 [package.dependencies]
@@ -460,73 +468,73 @@ typing-extensions = "*"
 
 [[package]]
 name = "coverage"
-version = "7.6.8"
+version = "7.6.9"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -614,17 +622,6 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "jinja2 (>=3.0.3,<3.1.0)", "setuptools", "sphinx (<2)", "tox"]
 
-[[package]]
-name = "durationpy"
-version = "0.9"
-description = "Module for converting between datetime.timedelta and Go's Duration strings."
-optional = false
-python-versions = "*"
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-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -727,13 +724,13 @@ trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -741,7 +738,6 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -829,13 +825,13 @@ tomli = {version = "*", markers = "python_version > \"3.6\" and python_version <
 
 [[package]]
 name = "ipython"
-version = "8.29.0"
+version = "8.30.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -845,16 +841,16 @@ exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
-prompt-toolkit = ">=3.0.41,<3.1.0"
+prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
-stack-data = "*"
+stack_data = "*"
 traitlets = ">=5.13.0"
-typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing_extensions"]
 kernel = ["ipykernel"]
 matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
@@ -949,17 +945,19 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "juju"
-version = "3.5.2.1"
+version = "3.6.0.0"
 description = "Python library for Juju"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8.6"
 files = [
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 ]
 
 [package.dependencies]
+"backports.strenum" = {version = ">=1.3.1", markers = "python_version < \"3.11\""}
 hvac = "*"
-kubernetes = ">=12.0.1"
+kubernetes = ">=12.0.1,<31.0.0"
 macaroonbakery = ">=1.1,<2.0"
 packaging = "*"
 paramiko = ">=2.4.0"
@@ -967,23 +965,27 @@ pyasn1 = ">=0.4.4"
 pyRFC3339 = ">=1.0,<2.0"
 pyyaml = ">=5.1.2"
 toposort = ">=1.5,<2"
+typing-extensions = ">=4.5.0"
 typing_inspect = ">=0.6.0"
-websockets = ">=8.1,<14.0"
+websockets = ">=13.0.1"
+
+[package.extras]
+dev = ["Twine", "pytest", "pytest-asyncio", "typing-inspect"]
+docs = ["sphinx (==5.3.0)", "sphinx_rtd_theme", "sphinxcontrib-asyncio"]
 
 [[package]]
 name = "kubernetes"
-version = "31.0.0"
+version = "30.1.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
 files = [
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-    {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"},
+    {file = "kubernetes-30.1.0-py2.py3-none-any.whl", hash = "sha256:e212e8b7579031dd2e512168b617373bc1e03888d41ac4e04039240a292d478d"},
+    {file = "kubernetes-30.1.0.tar.gz", hash = "sha256:41e4c77af9f28e7a6c314e3bd06a8c6229ddd787cad684e0ab9f69b498e98ebc"},
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-durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
 python-dateutil = ">=2.5.3"
@@ -999,17 +1001,17 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "lightkube"
-version = "0.15.5"
+version = "0.15.6"
 description = "Lightweight kubernetes client library"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "lightkube-0.15.6-py3-none-any.whl", hash = "sha256:295ae45aebb300dbb6014672ec794966505072378ec488096916009714384a04"},
+    {file = "lightkube-0.15.6.tar.gz", hash = "sha256:a12908bf2ec122bf0e0708c432af72af2c812dcedec1ba38ca65fca449b346ea"},
 ]
 
 [package.dependencies]
-httpx = ">=0.24.0"
+httpx = ">=0.24.0,<0.28.0 || >0.28.0,<1.0.0"
 lightkube-models = ">=1.15.12.0"
 PyYAML = "*"
 
@@ -1254,13 +1256,13 @@ files = [
 
 [[package]]
 name = "ops"
-version = "2.17.0"
+version = "2.17.1"
 description = "The Python library behind great charms"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "ops-2.17.0.tar.gz", hash = "sha256:04f298bed94bfde3dd38ba39d309cda03d595273e815add6d0affb110cacb77b"},
+    {file = "ops-2.17.1-py3-none-any.whl", hash = "sha256:0fabc45740d59619c3265328f51f71f99b06557e22493cdd32d10c2b25bcd553"},
+    {file = "ops-2.17.1.tar.gz", hash = "sha256:de2d1dd382b4a5f3df3ba78a5266d59462644f3f8ea0f4e7479a248998862a3f"},
 ]
 
 [package.dependencies]
@@ -1702,13 +1704,13 @@ pytz = "*"
 
 [[package]]
 name = "pytest"
-version = "8.3.3"
+version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
+    {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
+    {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
 ]
 
 [package.dependencies]
@@ -1775,13 +1777,13 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 
 [[package]]
 name = "pytest-operator"
-version = "0.38.0"
+version = "0.39.0"
 description = "Fixtures for Operators"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "pytest_operator-0.39.0.tar.gz", hash = "sha256:b66bd8c6d161593c258a5714118a51e9f37721e7cd9e503299423d8a7d900f90"},
 ]
 
 [package.dependencies]
@@ -1973,101 +1975,114 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.21.0"
+version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [[package]]
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 [[package]]
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 [[package]]
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 [[package]]
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+version = "2.2.1"
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 ]
 
 [[package]]
@@ -2293,97 +2338,80 @@ test = ["websockets"]
 
 [[package]]
 name = "websockets"
-version = "13.1"
+version = "14.1"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
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+    {file = "websockets-14.1.tar.gz", hash = "sha256:398b10c77d471c0aab20a845e7a60076b6390bfdaac7a6d2edb0d2c59d75e8d8"},
 ]
 
 [[package]]
@@ -2482,4 +2510,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "4e1bb0dccd316d8dc5a860fb9a12f8a94ab0b036f4352b4ee081e24725055f01"
+content-hash = "ea511573015412a7c99f577366aa26ddf18b8effcdc8f340fd72a7a7fe704b19"
diff --git a/pyproject.toml b/pyproject.toml
index 5db2d2a7aa..1b40471476 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,18 +6,18 @@ package-mode = false
 
 [tool.poetry.dependencies]
 python = "^3.10"
-ops = "^2.17.0"
+ops = "^2.17.1"
 cryptography = "^44.0.0"
-boto3 = "^1.35.70"
+boto3 = "^1.35.78"
 pgconnstr = "^1.0.1"
 requests = "^2.32.3"
 tenacity = "^9.0.0"
-cosl = "^0.0.45"
+cosl = "^0.0.47"
 pydantic = "^1.10.19"
 poetry-core = "^1.9.1"
 jsonschema = "^4.23.0"
 jinja2 = "^3.1.4"
-lightkube = "^0.15.5"
+lightkube = "^0.15.6"
 lightkube-models = "^1.28.1.4"
 psycopg2 = "^2.9.10"
 
@@ -39,7 +39,7 @@ opentelemetry-exporter-otlp-proto-http = "1.21.0"
 optional = true
 
 [tool.poetry.group.format.dependencies]
-ruff = "^0.8.0"
+ruff = "^0.8.2"
 
 [tool.poetry.group.lint]
 optional = true
@@ -51,9 +51,9 @@ codespell = "^2.3.0"
 optional = true
 
 [tool.poetry.group.unit.dependencies]
-coverage = {extras = ["toml"], version = "^7.6.8"}
+coverage = {extras = ["toml"], version = "^7.6.9"}
 pydantic = "^1.10.19"
-pytest = "^8.3.3"
+pytest = "^8.3.4"
 pytest-mock = "^3.14.0"
 pytest-asyncio = "*"
 parameterized = "^0.9.0"
@@ -62,17 +62,17 @@ parameterized = "^0.9.0"
 optional = true
 
 [tool.poetry.group.integration.dependencies]
-lightkube = "^0.15.5"
-pytest = "^8.3.3"
+lightkube = "^0.15.6"
+pytest = "^8.3.4"
 pytest-github-secrets = {git = "https://github.com/canonical/data-platform-workflows", tag = "v23.1.1", subdirectory = "python/pytest_plugins/github_secrets"}
-pytest-operator = "^0.38.0"
+pytest-operator = "^0.39.0"
 pytest-operator-cache = {git = "https://github.com/canonical/data-platform-workflows", tag = "v23.1.1", subdirectory = "python/pytest_plugins/pytest_operator_cache"}
 pytest-operator-groups = {git = "https://github.com/canonical/data-platform-workflows", tag = "v23.1.1", subdirectory = "python/pytest_plugins/pytest_operator_groups"}
 allure-pytest-collection-report = {git = "https://github.com/canonical/data-platform-workflows", tag = "v23.1.1", subdirectory = "python/pytest_plugins/allure_pytest_collection_report"}
 # renovate caret doesn't work: https://github.com/renovatebot/renovate/issues/26940
-juju = "<=3.5.2.1"
+juju = "<=3.6.0.0"
 psycopg2-binary = "^2.9.10"
-boto3 = "^1.35.70"
+boto3 = "^1.35.78"
 tenacity = "^9.0.0"
 allure-pytest = "^2.13.5"