diff --git a/poetry.lock b/poetry.lock
index 41b3220a9..a7d764e89 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"
@@ -576,17 +584,6 @@ 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 = "*"
-files = [
-    {file = "durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38"},
-    {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"},
-]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -791,13 +788,13 @@ 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 = [
-    {file = "ipython-8.29.0-py3-none-any.whl", hash = "sha256:0188a1bd83267192123ccea7f4a8ed0a78910535dbaa3f37671dca76ebd429c8"},
-    {file = "ipython-8.29.0.tar.gz", hash = "sha256:40b60e15b22591450eef73e40a027cf77bd652e757523eebc5bd7c7c498290eb"},
+    {file = "ipython-8.30.0-py3-none-any.whl", hash = "sha256:85ec56a7e20f6c38fce7727dcca699ae4ffc85985aa7b23635a8008f918ae321"},
+    {file = "ipython-8.30.0.tar.gz", hash = "sha256:cb0a405a306d2995a5cbb9901894d240784a9f341394c6ba3f4fe8c6eb89ff6e"},
 ]
 
 [package.dependencies]
@@ -807,16 +804,16 @@ 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"]
@@ -900,17 +897,19 @@ 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 = [
-    {file = "juju-3.5.2.1.tar.gz", hash = "sha256:112da798b058d7cb23caffc5868c5c51e5f8a422ee1ab20006a090d396b90b0e"},
+    {file = "juju-3.6.0.0-py3-none-any.whl", hash = "sha256:0e925183c62de6ad46316c0ff1814d67ff4bd7374e3dde297f457d443e8a9651"},
+    {file = "juju-3.6.0.0.tar.gz", hash = "sha256:72d76fe69fce5ce59b2ad0461911c42f4f41760893cf241709f4f118fa33751d"},
 ]
 
 [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"
@@ -918,23 +917,27 @@ 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 = [
-    {file = "kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1"},
-    {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"},
 ]
 
 [package.dependencies]
 certifi = ">=14.05.14"
-durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
 python-dateutil = ">=2.5.3"
@@ -950,17 +953,17 @@ 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 = [
-    {file = "lightkube-0.15.5-py3-none-any.whl", hash = "sha256:0d93be743cbeae022d18a1d3fbb45d1df58f9a603ea0061237842658f68d93fd"},
-    {file = "lightkube-0.15.5.tar.gz", hash = "sha256:5edbfd1aee83398374179f41f4897519e8f89dc9754c866d40bbdc68c49c033f"},
+    {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 = "*"
 
@@ -1205,13 +1208,13 @@ 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 = [
-    {file = "ops-2.17.0-py3-none-any.whl", hash = "sha256:b6b7cebd1897bc1ea26312f1ddece693fbb5b392d5a395d5deef59204b98925e"},
-    {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]
@@ -1676,13 +1679,13 @@ 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 = [
-    {file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"},
-    {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]
@@ -1930,101 +1933,114 @@ 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 = [
-    {file = "rpds_py-0.21.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:a017f813f24b9df929674d0332a374d40d7f0162b326562daae8066b502d0590"},
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 python-versions = "^3.10"
-content-hash = "3c2a2a2d42de8d855d4ffbc384461e62914640759ad8efa48001884232c5243d"
+content-hash = "b52ef759c4aeaf7b8983f7f484e6e30ab50e5c3b50bb62c3f379a04462c4b75c"
diff --git a/pyproject.toml b/pyproject.toml
index 45c0a1f2d..7b4a0e53a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,13 +6,13 @@ package-mode = false
 
 [tool.poetry.dependencies]
 python = "^3.10"
-ops = "^2.17.0"
+ops = "^2.17.1"
 cryptography = "^44.0.0"
 jsonschema = "^4.23.0"
 tenacity = "^9.0.0"
 cosl = "^0.0.45"
 poetry-core = "^1.9.1"
-lightkube = "^0.15.5"
+lightkube = "^0.15.6"
 lightkube-models = "^1.29.0.6"
 pydantic = "^1.10.19"
 psycopg2 = "^2.9.10"
@@ -36,7 +36,7 @@ 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
@@ -49,7 +49,7 @@ optional = true
 
 [tool.poetry.group.unit.dependencies]
 coverage = {extras = ["toml"], version = "^7.6.8"}
-pytest = "^8.3.3"
+pytest = "^8.3.4"
 pytest-asyncio = "*"
 parameterized = "^0.9.0"
 
@@ -58,14 +58,14 @@ optional = true
 
 [tool.poetry.group.integration.dependencies]
 lightkube = "*"
-pytest = "^8.3.3"
+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-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"
 tenacity = "*"
 psycopg2-binary = "^2.9.10"
 allure-pytest = "^2.13.5"