diff --git a/kubernetes/poetry.lock b/kubernetes/poetry.lock
index 7a9f10fd4..69f706ece 100644
--- a/kubernetes/poetry.lock
+++ b/kubernetes/poetry.lock
@@ -2,30 +2,30 @@
 
 [[package]]
 name = "allure-pytest"
-version = "2.13.5"
+version = "2.15.3"
 description = "Allure pytest integration"
 optional = false
 python-versions = "*"
 groups = ["integration"]
 files = [
-    {file = "allure-pytest-2.13.5.tar.gz", hash = "sha256:0ef8e1790c44a988db6b83c4d4f5e91451e2c4c8ea10601dfa88528d23afcf6e"},
-    {file = "allure_pytest-2.13.5-py3-none-any.whl", hash = "sha256:94130bac32964b78058e62cf4b815ad97a5ac82a065e6dd2d43abac2be7640fc"},
+    {file = "allure_pytest-2.15.3-py3-none-any.whl", hash = "sha256:66711efdc44c7c0d629f4eeab73ca20932f8786c251d61e242449f7b4ec18ca2"},
+    {file = "allure_pytest-2.15.3.tar.gz", hash = "sha256:b6576f8258de44f48ec59cfaee73cdbd1142c2ad6cfdc82d894fd1db8abf22e9"},
 ]
 
 [package.dependencies]
-allure-python-commons = "2.13.5"
+allure-python-commons = "2.15.3"
 pytest = ">=4.5.0"
 
 [[package]]
 name = "allure-pytest-default-results"
-version = "0.1.2"
+version = "0.1.4"
 description = "Generate default \"unknown\" results to show in Allure Report if test case does not run"
 optional = false
 python-versions = ">=3.8"
 groups = ["integration"]
 files = [
-    {file = "allure_pytest_default_results-0.1.2-py3-none-any.whl", hash = "sha256:8dc6c5a5d548661c38111a2890509e794204586fa81cefbe61315fb63996e50c"},
-    {file = "allure_pytest_default_results-0.1.2.tar.gz", hash = "sha256:eb6c16aa1c2ede69e653a0ee38094791685eaacb0ac6b2cae5c6da1379dbdbfd"},
+    {file = "allure_pytest_default_results-0.1.4-py3-none-any.whl", hash = "sha256:b9cfc442e6108552c2cc0c3d818f61f8d718bca219ec60041273aa4ae57f0c04"},
+    {file = "allure_pytest_default_results-0.1.4.tar.gz", hash = "sha256:2eeaacf7836105724df549042e13b740b91013b2a53258ac456ea5fd82f3faa0"},
 ]
 
 [package.dependencies]
@@ -34,14 +34,14 @@ pytest = "*"
 
 [[package]]
 name = "allure-python-commons"
-version = "2.13.5"
-description = "('Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks',)"
+version = "2.15.3"
+description = "Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks"
 optional = false
 python-versions = ">=3.6"
 groups = ["integration"]
 files = [
-    {file = "allure-python-commons-2.13.5.tar.gz", hash = "sha256:a232e7955811f988e49a4c1dd6c16cce7e9b81d0ea0422b1e5654d3254e2caf3"},
-    {file = "allure_python_commons-2.13.5-py3-none-any.whl", hash = "sha256:8b0e837b6e32d810adec563f49e1d04127a5b6770e0232065b7cb09b9953980d"},
+    {file = "allure_python_commons-2.15.3-py3-none-any.whl", hash = "sha256:50e9b346d8a060c84af8d19f221bd9da6e1aa0002a4e7f770e151167365219d0"},
+    {file = "allure_python_commons-2.15.3.tar.gz", hash = "sha256:b42a96d6076fb323c9e43645dfb84c0574f6bad0a0e005d92564015cd172d564"},
 ]
 
 [package.dependencies]
@@ -132,34 +132,34 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "boto3"
-version = "1.34.118"
+version = "1.42.92"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
-    {file = "boto3-1.34.118-py3-none-any.whl", hash = "sha256:e9edaf979fbe59737e158f2f0f3f0861ff1d61233f18f6be8ebb483905f24587"},
-    {file = "boto3-1.34.118.tar.gz", hash = "sha256:4eb8019421cb664a6fcbbee6152aa95a28ce8bbc1c4ee263871c09cdd58bf8ee"},
+    {file = "boto3-1.42.92-py3-none-any.whl", hash = "sha256:c90d9a170faa0585755fa103a3cd9595e1f53443864e902c180f3d8177589125"},
+    {file = "boto3-1.42.92.tar.gz", hash = "sha256:55ec6ef6fc81f46d567a7d1d398d1e5c375d468905d0ccd9e1f767f0c77dbe9b"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.118,<1.35.0"
+botocore = ">=1.42.92,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.10.0,<0.11.0"
+s3transfer = ">=0.16.0,<0.17.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.118"
+version = "1.42.92"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
-    {file = "botocore-1.34.118-py3-none-any.whl", hash = "sha256:e3f6c5636a4394768e81e33a16f5c6ae7f364f512415d423f9b9dc67fc638df4"},
-    {file = "botocore-1.34.118.tar.gz", hash = "sha256:0a3d1ec0186f8b516deb39474de3d226d531f77f92a0f56ad79b80219db3ae9e"},
+    {file = "botocore-1.42.92-py3-none-any.whl", hash = "sha256:09ddefddbb1565ceef4b44b4b6e61b1ca5f12701d1494ecc85c1133d1b1e81fb"},
+    {file = "botocore-1.42.92.tar.gz", hash = "sha256:f1193d3057a2d0267353d7ef4e136be37ea432336d097fcb1951fae566ca3a22"},
 ]
 
 [package.dependencies]
@@ -168,7 +168,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.20.9)"]
+crt = ["awscrt (==0.31.2)"]
 
 [[package]]
 name = "cachetools"
@@ -343,14 +343,14 @@ tomli = ">=2.0.1"
 
 [[package]]
 name = "charm-refresh-build-version"
-version = "0.4.0"
+version = "0.4.1"
 description = "Write `charm` version in refresh_versions.toml from git tag"
 optional = false
 python-versions = ">=3.8"
 groups = ["build-refresh-version"]
 files = [
-    {file = "charm_refresh_build_version-0.4.0-py3-none-any.whl", hash = "sha256:94b666380b8800fae278e23601ef41e5049d469af1413aefda3ba9a3ee8fc04f"},
-    {file = "charm_refresh_build_version-0.4.0.tar.gz", hash = "sha256:4fcf083ef25c5516fc98caa2879f95beffcb34b60121043b8d3216c8dfaaa41b"},
+    {file = "charm_refresh_build_version-0.4.1-py3-none-any.whl", hash = "sha256:0cd115e6c659d460975afeaf74139dd6feda2845584bce0f49ef0ad00c2173ad"},
+    {file = "charm_refresh_build_version-0.4.1.tar.gz", hash = "sha256:b07846a88e9dd03cb09d5ea7c77f556ab06ed67339f66b3bf1a777a9a558ee1d"},
 ]
 
 [package.dependencies]
@@ -459,14 +459,14 @@ files = [
 
 [[package]]
 name = "codespell"
-version = "2.3.0"
-description = "Codespell"
+version = "2.4.2"
+description = "Fix common misspellings in text files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
-    {file = "codespell-2.3.0-py3-none-any.whl", hash = "sha256:a9c7cef2501c9cfede2110fd6d4e5e62296920efe9abfb84648df866e47f58d1"},
-    {file = "codespell-2.3.0.tar.gz", hash = "sha256:360c7d10f75e65f67bad720af7007e1060a5d395670ec11a7ed1fed9dd17471f"},
+    {file = "codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886"},
+    {file = "codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3"},
 ]
 
 [package.extras]
@@ -490,84 +490,140 @@ files = [
 
 [[package]]
 name = "cosl"
-version = "0.0.54"
+version = "1.9.1"
 description = "Utils for COS Lite charms"
 optional = false
 python-versions = ">=3.8"
 groups = ["charm-libs"]
 files = [
-    {file = "cosl-0.0.54-py3-none-any.whl", hash = "sha256:b16520d73c72ac83cb42f0abe997d36510732d4f8499f70e9068cfa05f0d02fa"},
-    {file = "cosl-0.0.54.tar.gz", hash = "sha256:6baa889cc4468b0c0f746cc6319892a30ea8fbe38cbf5c49c6885f6fdf89d6a9"},
+    {file = "cosl-1.9.1-py3-none-any.whl", hash = "sha256:201107a68f398b8a5f5e91f6dcaeb1777e7b2816a1592c8eea4a491d1750e1a6"},
+    {file = "cosl-1.9.1.tar.gz", hash = "sha256:80d899b5f278bf64252eb94bfb1bbd03dade5073c2cbc0ea43e9abc68be9ee1e"},
 ]
 
 [package.dependencies]
-lightkube = ">=v0.15.4"
 ops = "*"
 pydantic = "*"
 pyyaml = "*"
 tenacity = "*"
 typing-extensions = "*"
 
+[package.extras]
+dev = ["black", "codespell", "deepdiff", "fs", "ops[testing]", "orderly-set (==5.3.0)", "pyright", "pytest", "pytest-cov", "ruff", "setuptools (<82)"]
+
 [[package]]
 name = "coverage"
-version = "7.5.3"
+version = "7.13.5"
 description = "Code coverage measurement for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["unit"]
 files = [
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 [package.extras]
@@ -915,14 +971,14 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jubilant"
-version = "1.4.0"
-description = "Juju CLI wrapper for charm integration testing"
+version = "1.8.0"
+description = "Juju CLI wrapper, primarily for charm integration testing"
 optional = false
 python-versions = ">=3.8"
 groups = ["integration"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1121,63 +1177,63 @@ files = [
 
 [[package]]
 name = "mysql-connector-python"
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+version = "9.6.0"
 description = "A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v2.0 (PEP 249)."
 optional = false
-python-versions = ">=3.9"
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 groups = ["integration"]
 files = [
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 ]
 
 [package.extras]
 dns-srv = ["dnspython (==2.6.1)"]
-fido2 = ["fido2 (==1.1.2)"]
 gssapi = ["gssapi (==1.8.3)"]
-telemetry = ["opentelemetry-api (==1.18.0)", "opentelemetry-exporter-otlp-proto-http (==1.18.0)", "opentelemetry-sdk (==1.18.0)"]
+telemetry = ["opentelemetry-api (==1.33.1)", "opentelemetry-exporter-otlp-proto-http (==1.33.1)", "opentelemetry-sdk (==1.33.1)"]
+webauthn = ["fido2 (==1.1.2)"]
 
 [[package]]
 name = "mysql-shell-client"
-version = "0.7.1"
+version = "0.9.0"
 description = "Python client for MySQL Shell"
 optional = false
 python-versions = ">=3.10"
 groups = ["charm-libs"]
 files = [
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 ]
 
 [package.extras]
-format = ["ruff (>=0.9,<1.0)"]
-lint = ["codespell (>=2.3,<3.0)", "ruff (>=0.9,<1.0)"]
-test = ["coverage (>=7.6,<8.0)", "pytest (>=8.3,<9.0)"]
+format = ["ruff (>=0.15,<1.0)"]
+lint = ["codespell (>=2.4,<3.0)", "ruff (>=0.15,<1.0)"]
+test = ["coverage (>=7.13,<8.0)", "pytest (>=8.4,<9.0)"]
 
 [[package]]
 name = "oauthlib"
@@ -1262,42 +1318,42 @@ typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "ops"
-version = "3.5.2"
+version = "3.7.0"
 description = "The Python library behind great charms"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "charm-libs"]
 files = [
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 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.0,<2.0"
-ops-tracing = {version = "3.5.2", optional = true, markers = "extra == \"tracing\""}
+ops-tracing = {version = "3.7.0", optional = true, markers = "extra == \"tracing\""}
 PyYAML = "==6.*"
 websocket-client = "==1.*"
 
 [package.extras]
-testing = ["ops-scenario (==8.5.2)"]
-tracing = ["ops-tracing (==3.5.2)"]
+testing = ["ops-scenario (==8.7.0)"]
+tracing = ["ops-tracing (==3.7.0)"]
 
 [[package]]
 name = "ops-tracing"
-version = "3.5.2"
+version = "3.7.0"
 description = "The tracing facility for the Ops library."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.0,<2.0"
 opentelemetry-sdk = ">=1.30,<2.0"
-ops = "3.5.2"
+ops = "3.7.0"
 pydantic = "*"
 
 [[package]]
@@ -1571,14 +1627,14 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 
 [[package]]
 name = "pytest-mock"
-version = "3.14.0"
+version = "3.15.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["unit"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1864,63 +1920,63 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.12.9"
+version = "0.15.11"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["format", "lint"]
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 ]
 
 [[package]]
 name = "s3transfer"
-version = "0.10.1"
+version = "0.16.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.33.2,<2.0a.0"
+botocore = ">=1.37.4,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [[package]]
 name = "shellcheck-py"
-version = "0.9.0.6"
+version = "0.11.0.1"
 description = "Python wrapper around invoking shellcheck (https://www.shellcheck.net/)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
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 ]
 
 [[package]]
@@ -1949,14 +2005,14 @@ files = [
 
 [[package]]
 name = "tenacity"
-version = "8.3.0"
+version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "charm-libs", "integration"]
 files = [
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 ]
 
 [package.extras]
@@ -1965,59 +2021,59 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tomli"
-version = "2.4.0"
+version = "2.4.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "charm-libs", "integration"]
 files = [
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+    {file = "tomli-2.4.1-py3-none-any.whl", hash = "sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe"},
+    {file = "tomli-2.4.1.tar.gz", hash = "sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f"},
 ]
 
 [[package]]
diff --git a/kubernetes/pyproject.toml b/kubernetes/pyproject.toml
index 676d07254..65144f712 100644
--- a/kubernetes/pyproject.toml
+++ b/kubernetes/pyproject.toml
@@ -3,64 +3,64 @@
 
 [dependency-groups]
 main = [
-    "boto3~=1.28",
+    "boto3~=1.42",
     "charm-refresh~=3.1.1",
     "jinja2~=3.1",
-    "lightkube~=0.19.0",
+    "lightkube~=0.19.1",
     "object-storage-charmlib~=1.0.0",
-    "ops[tracing]~=3.5",
+    "ops[tracing]~=3.7",
     "pyyaml~=6.0",
-    "tenacity~=8.2",
+    "tenacity~=8.5",
 ]
 charm-libs = [
     # data_platform_libs/v0/data_interfaces.py
-    "ops>=2.0.0",
+    "ops>=2.23.2",
     # data_platform_libs/v0/data_models.py requires pydantic ^1.10
     # tempo_coordinator_k8s/v0/charm_tracing.py requires pydantic
     "pydantic~=1.10",
     # mysql/v0/*.py"
     "charm-refresh~=3.1.1",
-    "mysql_shell_client~=0.7",
+    "mysql_shell_client~=0.9",
     # tls_certificates_interface/v1/tls_certificates.py
     # tls_certificates lib uses a feature only available in cryptography >=42.0.5
     "cryptography>=42.0.5",
     "jsonschema",
     # loki_k8s/v0/loki_push_api.py and prometheus_k8s/v0/prometheus_scrape.py
-    "cosl>=0.0.50",
+    "cosl>=0.1.1",
 ]
 format = [
-    "ruff~=0.12.7",
+    "ruff~=0.15.11",
 ]
 lint = [
-    "ruff~=0.12.7",
-    "codespell~=2.3",
-    "shellcheck-py~=0.9.0",
+    "ruff~=0.15.11",
+    "codespell~=2.4",
+    "shellcheck-py~=0.11.0",
 ]
 unit = [
     "pytest~=7.4",
-    "pytest-mock~=3.11",
-    "coverage[toml]~=7.2",
+    "pytest-mock~=3.15",
+    "coverage[toml]~=7.13",
     "parameterized~=0.9.0",
 ]
 integration = [
     "pytest~=7.4",
     "jinja2~=3.1",
     "juju~=3.6",
-    "mysql-connector-python~=9.1.0",
-    "tenacity~=8.2",
-    "boto3~=1.28",
+    "mysql-connector-python~=9.6.0",
+    "tenacity~=8.5",
+    "boto3~=1.42",
     "pyyaml~=6.0",
-    "urllib3~=2.0",
-    "lightkube~=0.19.0",
+    "urllib3~=2.6",
+    "lightkube~=0.19.1",
     "kubernetes~=27.2.0",
-    "allure-pytest~=2.13",
-    "allure-pytest-default-results~=0.1.2",
-    "jubilant~=1.4.0",
-    "tomli~=2.3",
+    "allure-pytest~=2.15",
+    "allure-pytest-default-results~=0.1.4",
+    "jubilant~=1.8.0",
+    "tomli~=2.4",
     "tomli-w~=1.2",
 ]
 build-refresh-version = [
-    "charm-refresh-build-version~=0.4.0"
+    "charm-refresh-build-version~=0.4.1"
 ]
 
 [tool.poetry]
diff --git a/machines/poetry.lock b/machines/poetry.lock
index 34a024e2c..fafa26046 100644
--- a/machines/poetry.lock
+++ b/machines/poetry.lock
@@ -2,30 +2,30 @@
 
 [[package]]
 name = "allure-pytest"
-version = "2.13.5"
+version = "2.15.3"
 description = "Allure pytest integration"
 optional = false
 python-versions = "*"
 groups = ["integration"]
 files = [
-    {file = "allure-pytest-2.13.5.tar.gz", hash = "sha256:0ef8e1790c44a988db6b83c4d4f5e91451e2c4c8ea10601dfa88528d23afcf6e"},
-    {file = "allure_pytest-2.13.5-py3-none-any.whl", hash = "sha256:94130bac32964b78058e62cf4b815ad97a5ac82a065e6dd2d43abac2be7640fc"},
+    {file = "allure_pytest-2.15.3-py3-none-any.whl", hash = "sha256:66711efdc44c7c0d629f4eeab73ca20932f8786c251d61e242449f7b4ec18ca2"},
+    {file = "allure_pytest-2.15.3.tar.gz", hash = "sha256:b6576f8258de44f48ec59cfaee73cdbd1142c2ad6cfdc82d894fd1db8abf22e9"},
 ]
 
 [package.dependencies]
-allure-python-commons = "2.13.5"
+allure-python-commons = "2.15.3"
 pytest = ">=4.5.0"
 
 [[package]]
 name = "allure-pytest-default-results"
-version = "0.1.2"
+version = "0.1.4"
 description = "Generate default \"unknown\" results to show in Allure Report if test case does not run"
 optional = false
 python-versions = ">=3.8"
 groups = ["integration"]
 files = [
-    {file = "allure_pytest_default_results-0.1.2-py3-none-any.whl", hash = "sha256:8dc6c5a5d548661c38111a2890509e794204586fa81cefbe61315fb63996e50c"},
-    {file = "allure_pytest_default_results-0.1.2.tar.gz", hash = "sha256:eb6c16aa1c2ede69e653a0ee38094791685eaacb0ac6b2cae5c6da1379dbdbfd"},
+    {file = "allure_pytest_default_results-0.1.4-py3-none-any.whl", hash = "sha256:b9cfc442e6108552c2cc0c3d818f61f8d718bca219ec60041273aa4ae57f0c04"},
+    {file = "allure_pytest_default_results-0.1.4.tar.gz", hash = "sha256:2eeaacf7836105724df549042e13b740b91013b2a53258ac456ea5fd82f3faa0"},
 ]
 
 [package.dependencies]
@@ -34,14 +34,14 @@ pytest = "*"
 
 [[package]]
 name = "allure-python-commons"
-version = "2.13.5"
-description = "('Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks',)"
+version = "2.15.3"
+description = "Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks"
 optional = false
 python-versions = ">=3.6"
 groups = ["integration"]
 files = [
-    {file = "allure-python-commons-2.13.5.tar.gz", hash = "sha256:a232e7955811f988e49a4c1dd6c16cce7e9b81d0ea0422b1e5654d3254e2caf3"},
-    {file = "allure_python_commons-2.13.5-py3-none-any.whl", hash = "sha256:8b0e837b6e32d810adec563f49e1d04127a5b6770e0232065b7cb09b9953980d"},
+    {file = "allure_python_commons-2.15.3-py3-none-any.whl", hash = "sha256:50e9b346d8a060c84af8d19f221bd9da6e1aa0002a4e7f770e151167365219d0"},
+    {file = "allure_python_commons-2.15.3.tar.gz", hash = "sha256:b42a96d6076fb323c9e43645dfb84c0574f6bad0a0e005d92564015cd172d564"},
 ]
 
 [package.dependencies]
@@ -126,34 +126,34 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "boto3"
-version = "1.34.19"
+version = "1.42.92"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
-    {file = "boto3-1.34.19-py3-none-any.whl", hash = "sha256:4c76ef92af7dbdcea21b196a2699671e82e8814d4cfe570c48eda477dd1aeb19"},
-    {file = "boto3-1.34.19.tar.gz", hash = "sha256:95d2c2bde86a0934d4c461020c50fc1344b444f167654e215f1de549bc77fc0f"},
+    {file = "boto3-1.42.92-py3-none-any.whl", hash = "sha256:c90d9a170faa0585755fa103a3cd9595e1f53443864e902c180f3d8177589125"},
+    {file = "boto3-1.42.92.tar.gz", hash = "sha256:55ec6ef6fc81f46d567a7d1d398d1e5c375d468905d0ccd9e1f767f0c77dbe9b"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.19,<1.35.0"
+botocore = ">=1.42.92,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.10.0,<0.11.0"
+s3transfer = ">=0.16.0,<0.17.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.118"
+version = "1.42.92"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
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-    {file = "botocore-1.34.118.tar.gz", hash = "sha256:0a3d1ec0186f8b516deb39474de3d226d531f77f92a0f56ad79b80219db3ae9e"},
+    {file = "botocore-1.42.92-py3-none-any.whl", hash = "sha256:09ddefddbb1565ceef4b44b4b6e61b1ca5f12701d1494ecc85c1133d1b1e81fb"},
+    {file = "botocore-1.42.92.tar.gz", hash = "sha256:f1193d3057a2d0267353d7ef4e136be37ea432336d097fcb1951fae566ca3a22"},
 ]
 
 [package.dependencies]
@@ -162,7 +162,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.20.9)"]
+crt = ["awscrt (==0.31.2)"]
 
 [[package]]
 name = "cachetools"
@@ -337,14 +337,14 @@ tomli = ">=2.0.1"
 
 [[package]]
 name = "charm-refresh-build-version"
-version = "0.4.0"
+version = "0.4.1"
 description = "Write `charm` version in refresh_versions.toml from git tag"
 optional = false
 python-versions = ">=3.8"
 groups = ["build-refresh-version"]
 files = [
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-    {file = "charm_refresh_build_version-0.4.0.tar.gz", hash = "sha256:4fcf083ef25c5516fc98caa2879f95beffcb34b60121043b8d3216c8dfaaa41b"},
+    {file = "charm_refresh_build_version-0.4.1-py3-none-any.whl", hash = "sha256:0cd115e6c659d460975afeaf74139dd6feda2845584bce0f49ef0ad00c2173ad"},
+    {file = "charm_refresh_build_version-0.4.1.tar.gz", hash = "sha256:b07846a88e9dd03cb09d5ea7c77f556ab06ed67339f66b3bf1a777a9a558ee1d"},
 ]
 
 [package.dependencies]
@@ -438,18 +438,18 @@ files = [
 
 [[package]]
 name = "codespell"
-version = "2.2.5"
-description = "Codespell"
+version = "2.4.2"
+description = "Fix common misspellings in text files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
-    {file = "codespell-2.2.5-py3-none-any.whl", hash = "sha256:efa037f54b73c84f7bd14ce8e853d5f822cdd6386ef0ff32e957a3919435b9ec"},
-    {file = "codespell-2.2.5.tar.gz", hash = "sha256:6d9faddf6eedb692bf80c9a94ec13ab4f5fb585aabae5f3750727148d7b5be56"},
+    {file = "codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886"},
+    {file = "codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3"},
 ]
 
 [package.extras]
-dev = ["Pygments", "build", "chardet", "pytest", "pytest-cov", "pytest-dependency", "ruff", "tomli"]
+dev = ["Pygments", "build", "chardet", "pre-commit", "pytest", "pytest-cov", "pytest-dependency", "ruff", "tomli", "twine"]
 hard-encoding-detection = ["chardet"]
 toml = ["tomli ; python_version < \"3.11\""]
 types = ["chardet (>=5.1.0)", "mypy", "pytest", "pytest-cov", "pytest-dependency"]
@@ -469,92 +469,140 @@ files = [
 
 [[package]]
 name = "cosl"
-version = "0.0.54"
+version = "1.9.1"
 description = "Utils for COS Lite charms"
 optional = false
 python-versions = ">=3.8"
 groups = ["charm-libs"]
 files = [
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+    {file = "cosl-1.9.1-py3-none-any.whl", hash = "sha256:201107a68f398b8a5f5e91f6dcaeb1777e7b2816a1592c8eea4a491d1750e1a6"},
+    {file = "cosl-1.9.1.tar.gz", hash = "sha256:80d899b5f278bf64252eb94bfb1bbd03dade5073c2cbc0ea43e9abc68be9ee1e"},
 ]
 
 [package.dependencies]
-lightkube = ">=v0.15.4"
 ops = "*"
 pydantic = "*"
 pyyaml = "*"
 tenacity = "*"
 typing-extensions = "*"
 
+[package.extras]
+dev = ["black", "codespell", "deepdiff", "fs", "ops[testing]", "orderly-set (==5.3.0)", "pyright", "pytest", "pytest-cov", "ruff", "setuptools (<82)"]
+
 [[package]]
 name = "coverage"
-version = "7.2.7"
+version = "7.13.5"
 description = "Code coverage measurement for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
 groups = ["unit"]
 files = [
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 [[package]]
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-description = "Juju CLI wrapper for charm integration testing"
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 [package.dependencies]
@@ -1083,63 +1131,63 @@ files = [
 
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 description = "A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v2.0 (PEP 249)."
 optional = false
-python-versions = ">=3.9"
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 groups = ["integration"]
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 ]
 
 [package.extras]
 dns-srv = ["dnspython (==2.6.1)"]
-fido2 = ["fido2 (==1.1.2)"]
 gssapi = ["gssapi (==1.8.3)"]
-telemetry = ["opentelemetry-api (==1.18.0)", "opentelemetry-exporter-otlp-proto-http (==1.18.0)", "opentelemetry-sdk (==1.18.0)"]
+telemetry = ["opentelemetry-api (==1.33.1)", "opentelemetry-exporter-otlp-proto-http (==1.33.1)", "opentelemetry-sdk (==1.33.1)"]
+webauthn = ["fido2 (==1.1.2)"]
 
 [[package]]
 name = "mysql-shell-client"
-version = "0.7.1"
+version = "0.9.0"
 description = "Python client for MySQL Shell"
 optional = false
 python-versions = ">=3.10"
 groups = ["charm-libs"]
 files = [
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 [package.extras]
-format = ["ruff (>=0.9,<1.0)"]
-lint = ["codespell (>=2.3,<3.0)", "ruff (>=0.9,<1.0)"]
-test = ["coverage (>=7.6,<8.0)", "pytest (>=8.3,<9.0)"]
+format = ["ruff (>=0.15,<1.0)"]
+lint = ["codespell (>=2.4,<3.0)", "ruff (>=0.15,<1.0)"]
+test = ["coverage (>=7.13,<8.0)", "pytest (>=8.4,<9.0)"]
 
 [[package]]
 name = "oauthlib"
@@ -1224,42 +1272,42 @@ typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "ops"
-version = "3.5.2"
+version = "3.7.0"
 description = "The Python library behind great charms"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "charm-libs"]
 files = [
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 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.0,<2.0"
-ops-tracing = {version = "3.5.2", optional = true, markers = "extra == \"tracing\""}
+ops-tracing = {version = "3.7.0", optional = true, markers = "extra == \"tracing\""}
 PyYAML = "==6.*"
 websocket-client = "==1.*"
 
 [package.extras]
-testing = ["ops-scenario (==8.5.2)"]
-tracing = ["ops-tracing (==3.5.2)"]
+testing = ["ops-scenario (==8.7.0)"]
+tracing = ["ops-tracing (==3.7.0)"]
 
 [[package]]
 name = "ops-tracing"
-version = "3.5.2"
+version = "3.7.0"
 description = "The tracing facility for the Ops library."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "ops_tracing-3.7.0.tar.gz", hash = "sha256:bdbaef9ecc06c4cdf15b26f004340714a2c4cd80b161ef9bc4b42730598ed14e"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.0,<2.0"
 opentelemetry-sdk = ">=1.30,<2.0"
-ops = "3.5.2"
+ops = "3.7.0"
 pydantic = "*"
 
 [[package]]
@@ -1544,18 +1592,18 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 
 [[package]]
 name = "pytest-mock"
-version = "3.11.1"
+version = "3.15.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["unit"]
 files = [
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 ]
 
 [package.dependencies]
-pytest = ">=5.0"
+pytest = ">=6.2.5"
 
 [package.extras]
 dev = ["pre-commit", "pytest-asyncio", "tox"]
@@ -1577,14 +1625,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-hosts"
-version = "1.0.6"
+version = "1.1.2"
 description = "A hosts file manager library written in python"
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -1843,62 +1891,63 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.12.7"
+version = "0.15.11"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["format", "lint"]
 files = [
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 ]
 
 [[package]]
 name = "s3transfer"
-version = "0.10.0"
+version = "0.16.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.9"
 groups = ["main", "integration"]
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.33.2,<2.0a.0"
+botocore = ">=1.37.4,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [[package]]
 name = "shellcheck-py"
-version = "0.9.0.5"
+version = "0.11.0.1"
 description = "Python wrapper around invoking shellcheck (https://www.shellcheck.net/)"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
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 ]
 
 [[package]]
@@ -1927,74 +1976,75 @@ files = [
 
 [[package]]
 name = "tenacity"
-version = "8.2.2"
+version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 groups = ["main", "charm-libs", "integration"]
 files = [
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 ]
 
 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tomli"
-version = "2.4.0"
+version = "2.4.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "charm-libs", "integration"]
 files = [
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 ]
 
 [[package]]
@@ -2035,14 +2085,14 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "charm-libs", "integration"]
 files = [
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 ]
 
 [[package]]
diff --git a/machines/pyproject.toml b/machines/pyproject.toml
index 696bde588..6725e5c9f 100644
--- a/machines/pyproject.toml
+++ b/machines/pyproject.toml
@@ -3,62 +3,62 @@
 
 [dependency-groups]
 main = [
-    "boto3~=1.28",
+    "boto3~=1.42",
     "charm-refresh~=3.1.1",
     "jinja2~=3.1",
     "object-storage-charmlib~=1.0.0",
-    "ops[tracing]~=3.5",
-    "python_hosts~=1.0",
+    "ops[tracing]~=3.7",
+    "python_hosts~=1.1",
     "pyyaml~=6.0",
-    "tenacity~=8.2",
-    "tomli~=2.3",
-    "typing_extensions~=4.7",
+    "tenacity~=8.5",
+    "tomli~=2.4",
+    "typing_extensions~=4.15",
 ]
 charm-libs = [
     # data_platform_libs/v0/data_interfaces.py
-    "ops>=2.0.0",
+    "ops>=2.23.2",
     # data_platform_libs/v0/data_models.py requires pydantic ^1.10
     # grafana_agent/v0/cos_agent.py requires pydantic
     "pydantic~=1.10",
     # grafana_agent/v0/cos_agent.py
-    "cosl>=0.0.50",
+    "cosl>=0.1.1",
     # mysql/v0/*.py"
     "charm-refresh~=3.1.1",
-    "mysql_shell_client~=0.7",
+    "mysql_shell_client~=0.9",
     # tls_certificates_interface/v2/tls_certificates.py
     "cryptography>=42.0.5",
     "jsonschema",
 ]
 format = [
-    "ruff~=0.12",
+    "ruff~=0.15",
 ]
 lint = [
-    "ruff~=0.12",
-    "codespell~=2.2",
-    "shellcheck-py~=0.9.0",
+    "ruff~=0.15",
+    "codespell~=2.4",
+    "shellcheck-py~=0.11.0",
 ]
 unit = [
     "pytest~=7.4",
-    "pytest-mock~=3.11",
-    "coverage[toml]~=7.2",
+    "pytest-mock~=3.15",
+    "coverage[toml]~=7.13",
     "parameterized~=0.9.0",
 ]
 integration = [
     "pytest~=7.4",
     "juju~=3.6",
-    "mysql-connector-python~=9.1",
-    "tenacity~=8.2",
-    "boto3~=1.28",
+    "mysql-connector-python~=9.6",
+    "tenacity~=8.5",
+    "boto3~=1.42",
     "pyyaml~=6.0",
-    "urllib3~=2.0",
-    "allure-pytest~=2.13",
-    "allure-pytest-default-results~=0.1.2",
-    "jubilant~=1.4.0",
-    "tomli~=2.3",
+    "urllib3~=2.6",
+    "allure-pytest~=2.15",
+    "allure-pytest-default-results~=0.1.4",
+    "jubilant~=1.8.0",
+    "tomli~=2.4",
     "tomli-w~=1.2",
 ]
 build-refresh-version = [
-    "charm-refresh-build-version~=0.4.0"
+    "charm-refresh-build-version~=0.4.1"
 ]
 
 [tool.poetry]