diff --git a/.github/renovate.json5 b/.github/renovate.json5
new file mode 100644
index 0000000000..64aa6c35bd
--- /dev/null
+++ b/.github/renovate.json5
@@ -0,0 +1,16 @@
+{
+  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
+  "extends": ["github>canonical/data-platform//renovate_presets/charm.json5"],
+  "reviewers": ["dragomirp", "marceloneppel", "taurus-forever"],
+  "packageRules": [
+    // Later rules override earlier rules
+  ],
+  "regexManagers": [
+    {
+      "fileMatch": ["(^|/)([\\w-]*)charmcraft\\.ya?ml$"],
+      "matchStrings": ["- (?<depName>.*?)(?:\\[.*?\\])?==(?<currentValue>.*?) +# renovate"],
+      "datasourceTemplate": "pypi",
+      "versioningTemplate": "loose"
+    }
+  ]
+}
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 95dec61855..5ed1dc2577 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -22,45 +22,38 @@ on:
 jobs:
   lint:
     name: Lint
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    steps:
-      - name: Checkout
-        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
-      - name: Install tox
-        # TODO: Consider replacing with custom image on self-hosted runner OR pinning version
-        run: python3 -m pip install tox
-      - name: Run linters
-        run: tox run -e lint
+    uses: canonical/data-platform-workflows/.github/workflows/lint.yaml@v5.1.2
 
   unit-test:
-    name: Unit tests
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
+    name: Unit test charm
     strategy:
       matrix:
         juju-version:
           - "juju2"
           - "juju3"
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
     steps:
       - name: Checkout
-        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
-      - name: Install tox
-        # TODO: Consider replacing with custom image on self-hosted runner OR pinning version
-        run: python3 -m pip install tox
+        uses: actions/checkout@v4
+      - name: Install tox & poetry
+        run: |
+          pipx install tox
+          pipx install poetry
       - name: Run tests
         run: tox run -e unit-${{ matrix.juju-version }}
 
   build:
-    name: Build charms
-    uses: canonical/data-platform-workflows/.github/workflows/build_charms_with_cache.yaml@v2
+    name: Build charm
+    uses: canonical/data-platform-workflows/.github/workflows/build_charms_with_cache.yaml@v5.1.2
+    permissions:
+      actions: write  # Needed to manage GitHub Actions cache
 
-  integration-test:
+  gh-hosted-integration-test:
     strategy:
       fail-fast: false
-      max-parallel: 6
       matrix:
-        tox-environments:
+        tox-environment:
           - backup-integration
           - charm-integration
           - database-relation-integration
@@ -73,10 +66,17 @@ jobs:
           - tls-integration
           - upgrade-integration
           - upgrade-from-stable-integration
-        agent-versions:
-          - "2.9.45"  # renovate: latest juju 2
-          - "3.1.6"  # renovate: latest juju 3
-    name: ${{ matrix.tox-environments }} | ${{ matrix.agent-versions }}
+        juju-snap-channel:  ["2.9/stable", "3.1/stable"]
+        include:
+          - juju-snap-channel: "3.1/stable"
+            agent-version: "3.1.6"
+            libjuju-version:  "3.2.2"
+            exclude-mark:  "juju2"
+          - juju-snap-channel: "2.9/stable"
+            agent-version: "2.9.45"
+            libjuju-version:  "2.9.45.0"
+            exclude-mark:  "juju3"
+    name: ${{ matrix.juju-snap-channel }} - (GH hosted) ${{ matrix.tox-environment }}
     needs:
       - lint
       - unit-test
@@ -85,41 +85,43 @@ jobs:
     timeout-minutes: 120
     steps:
       - name: Checkout
-        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
-      - name: Set channel
+        uses: actions/checkout@v4
+      - name: Install tox & poetry
         run: |
-          juju_channel=$(echo "${{ matrix.agent-versions }}" | cut -c 1-3)
-          echo "channel=${juju_channel}/stable" >> "$GITHUB_ENV"
-          juju_major=$(echo "${{ matrix.agent-versions }}" | cut -c 1)
-          echo "libjuju=juju${juju_major}" >> "$GITHUB_ENV"
+          pipx install tox
+          pipx install poetry
       - name: Setup operator environment
-        # TODO: Replace with custom image on self-hosted runner
         uses: charmed-kubernetes/actions-operator@main
         with:
           provider: microk8s
           channel: "1.28-strict/stable"
-          bootstrap-options: "--agent-version ${{ matrix.agent-versions }}"
-          juju-channel: "${{ env.channel }}"
+          bootstrap-options: "--agent-version ${{ matrix.agent-version }}"
+          juju-channel: ${{ matrix.juju-snap-channel }}
+      - name: Update python-libjuju version
+        if: ${{ matrix.juju-snap-channel == '2.9/stable' }}
+        run: poetry add --lock --group integration juju@'${{ matrix.libjuju-version }}'
       - name: Download packed charm(s)
         uses: actions/download-artifact@v3
         with:
           name: ${{ needs.build.outputs.artifact-name }}
-      - name: Select tests
-        id: select-tests
+      - name: Select test stability level
+        id: select-test-stability
         run: |
-          if [ "${{ github.event_name }}" == "schedule" ]
+          if [[ "${{ github.event_name }}" == "schedule" ]]
           then
             echo Running unstable and stable tests
-            echo "mark_expression=" >> $GITHUB_OUTPUT
+            echo "mark_expression=" >> "$GITHUB_OUTPUT"
           else
             echo Skipping unstable tests
-            echo "mark_expression=and not unstable" >> $GITHUB_OUTPUT
+            echo "mark_expression=and not unstable" >> "$GITHUB_OUTPUT"
           fi
       - name: Run integration tests
-        run: tox run -e ${{ matrix.tox-environments }}-${{ env.libjuju }} -- -m 'not not${{ env.libjuju }} ${{ steps.select-tests.outputs.mark_expression }}' --keep-models
+        run: tox run -e ${{ matrix.tox-environment }} -- -m 'not ${{ matrix.exclude-mark }} ${{ steps.select-test-stability.outputs.mark_expression }}' --keep-models
         env:
-          AWS_ACCESS_KEY: "${{ secrets.AWS_ACCESS_KEY }}"
-          AWS_SECRET_KEY: "${{ secrets.AWS_SECRET_KEY }}"
-          GCP_ACCESS_KEY: "${{ secrets.GCP_ACCESS_KEY }}"
-          GCP_SECRET_KEY: "${{ secrets.GCP_SECRET_KEY }}"
-          CI_PACKED_CHARMS: ${{ needs.build.outputs.charms }}
+          SECRETS_FROM_GITHUB: |
+            {
+              "AWS_ACCESS_KEY": "${{ secrets.AWS_ACCESS_KEY }}",
+              "AWS_SECRET_KEY": "${{ secrets.AWS_SECRET_KEY }}",
+              "GCP_ACCESS_KEY": "${{ secrets.GCP_ACCESS_KEY }}",
+              "GCP_SECRET_KEY": "${{ secrets.GCP_SECRET_KEY }}",
+            }
diff --git a/.github/workflows/lib-check.yaml b/.github/workflows/lib-check.yaml
index 860f976e94..9594f958b3 100644
--- a/.github/workflows/lib-check.yaml
+++ b/.github/workflows/lib-check.yaml
@@ -14,10 +14,6 @@ on:
       - 'LICENSE'
       - '**.md'
       - 'renovate.json'
-  schedule:
-    - cron: '53 0 * * *' # Daily at 00:53 UTC
-  # Triggered on push to branch "main" by .github/workflows/release.yaml
-  workflow_call:
 
 jobs:
   lib-check:
@@ -27,7 +23,7 @@ jobs:
     if: ${{ github.event.pull_request.head.repo.full_name == 'canonical/postgresql-k8s-operator' }}
     steps:
       - name: Checkout
-        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
       - name: Check libs
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 4d1865537a..55aa2e45ee 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -12,7 +12,6 @@ on:
       - renovate.json
       - poetry.lock
       - pyproject.toml
-      - '.github/**.md'
       - '.github/workflows/ci.yaml'
       - '.github/workflows/lib-check.yaml'
 
@@ -21,6 +20,8 @@ jobs:
     name: Tests
     uses: ./.github/workflows/ci.yaml
     secrets: inherit
+    permissions:
+      actions: write  # Needed to manage GitHub Actions cache
 
   release-libraries:
     name: Release libraries
@@ -41,14 +42,14 @@ jobs:
 
   build:
     name: Build charm
-    uses: canonical/data-platform-workflows/.github/workflows/build_charm_without_cache.yaml@v2
+    uses: canonical/data-platform-workflows/.github/workflows/build_charm_without_cache.yaml@v5.1.2
 
   release:
     name: Release charm
     needs:
       - ci-tests
       - build
-    uses: canonical/data-platform-workflows/.github/workflows/release_charm.yaml@v2
+    uses: canonical/data-platform-workflows/.github/workflows/release_charm.yaml@v5.1.2
     with:
       channel: 14/edge
       artifact-name: ${{ needs.build.outputs.artifact-name }}
diff --git a/.github/workflows/sync_issue_to_jira.yaml b/.github/workflows/sync_issue_to_jira.yaml
index 8eb7eaa097..21624e4ece 100644
--- a/.github/workflows/sync_issue_to_jira.yaml
+++ b/.github/workflows/sync_issue_to_jira.yaml
@@ -9,7 +9,7 @@ on:
 jobs:
   sync:
     name: Sync GitHub issue to Jira
-    uses: canonical/data-platform-workflows/.github/workflows/sync_issue_to_jira.yaml@f398b1deef66493fc2018625bcbfa0078b8627bc # v5
+    uses: canonical/data-platform-workflows/.github/workflows/sync_issue_to_jira.yaml@v5.1.2
     with:
       jira-base-url: https://warthogs.atlassian.net
       jira-project-key: DPE
diff --git a/.gitignore b/.gitignore
index 2cfdc4e289..0d9e670c18 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,6 +5,8 @@ build/
 .coverage
 __pycache__/
 *.py[cod]
+requirements.txt
+requirements-last-build.txt
 
 # PyCharm project folder.
 .idea/
diff --git a/charmcraft.yaml b/charmcraft.yaml
index cad34e81a9..e7011e6d7c 100644
--- a/charmcraft.yaml
+++ b/charmcraft.yaml
@@ -8,6 +8,13 @@ bases:
       channel: "22.04"
 parts:
   charm:
+    override-pull: |
+      craftctl default
+      if [[ ! -f requirements.txt ]]
+      then
+          echo 'ERROR: Use "tox run -e build" instead of calling "charmcraft pack" directly' >&2
+          exit 1
+      fi
     build-packages:
       - libffi-dev
       - libssl-dev
diff --git a/lib/charms/data_platform_libs/v0/data_interfaces.py b/lib/charms/data_platform_libs/v0/data_interfaces.py
index 9071655a8f..df59585d53 100644
--- a/lib/charms/data_platform_libs/v0/data_interfaces.py
+++ b/lib/charms/data_platform_libs/v0/data_interfaces.py
@@ -298,7 +298,7 @@ def _on_topic_requested(self, event: TopicRequestedEvent):
 from collections import namedtuple
 from datetime import datetime
 from enum import Enum
-from typing import Dict, List, Optional, Set, Union
+from typing import Callable, Dict, List, Optional, Set, Tuple, Union
 
 from ops import JujuVersion, Secret, SecretInfo, SecretNotFoundError
 from ops.charm import (
@@ -320,7 +320,7 @@ def _on_topic_requested(self, event: TopicRequestedEvent):
 
 # Increment this PATCH version before using `charmcraft publish-lib` or reset
 # to 0 if you are raising the major API version
-LIBPATCH = 20
+LIBPATCH = 22
 
 PYDEPS = ["ops>=2.0.0"]
 
@@ -377,11 +377,24 @@ class SecretsIllegalUpdateError(SecretError):
     """Secrets aren't yet available for Juju version used."""
 
 
-def get_encoded_field(
+def get_encoded_dict(
     relation: Relation, member: Union[Unit, Application], field: str
-) -> Union[str, List[str], Dict[str, str]]:
+) -> Optional[Dict[str, str]]:
     """Retrieve and decode an encoded field from relation data."""
-    return json.loads(relation.data[member].get(field, "{}"))
+    data = json.loads(relation.data[member].get(field, "{}"))
+    if isinstance(data, dict):
+        return data
+    logger.error("Unexpected datatype for %s instead of dict.", str(data))
+
+
+def get_encoded_list(
+    relation: Relation, member: Union[Unit, Application], field: str
+) -> Optional[List[str]]:
+    """Retrieve and decode an encoded field from relation data."""
+    data = json.loads(relation.data[member].get(field, "[]"))
+    if isinstance(data, list):
+        return data
+    logger.error("Unexpected datatype for %s instead of list.", str(data))
 
 
 def set_encoded_field(
@@ -406,16 +419,11 @@ def diff(event: RelationChangedEvent, bucket: Union[Unit, Application]) -> Diff:
             keys from the event relation databag.
     """
     # Retrieve the old data from the data key in the application relation databag.
-    old_data = get_encoded_field(event.relation, bucket, "data")
+    old_data = get_encoded_dict(event.relation, bucket, "data")
 
     if not old_data:
         old_data = {}
 
-    if not isinstance(old_data, dict):
-        # We should never get here, added to re-assure pyright
-        logger.error("Previous databag diff is of a wrong type.")
-        old_data = {}
-
     # Retrieve the new data from the event relation databag.
     new_data = (
         {key: value for key, value in event.relation.data[event.app].items() if key != "data"}
@@ -523,9 +531,14 @@ def get_content(self) -> Dict[str, str]:
 
     def set_content(self, content: Dict[str, str]) -> None:
         """Setting cached secret content."""
-        if self.meta:
+        if not self.meta:
+            return
+
+        if content:
             self.meta.set_content(content)
             self._secret_content = content
+        else:
+            self.meta.remove_all_revisions()
 
     def get_info(self) -> Optional[SecretInfo]:
         """Wrapper function to apply the corresponding call on the Secret object within CachedSecret if any."""
@@ -622,6 +635,16 @@ def _fetch_my_specific_relation_data(
         """Fetch data available (directily or indirectly -- i.e. secrets) from the relation for owner/this_app."""
         raise NotImplementedError
 
+    @abstractmethod
+    def _update_relation_data(self, relation: Relation, data: Dict[str, str]) -> None:
+        """Update data available (directily or indirectly -- i.e. secrets) from the relation for owner/this_app."""
+        raise NotImplementedError
+
+    @abstractmethod
+    def _delete_relation_data(self, relation: Relation, fields: List[str]) -> None:
+        """Delete data available (directily or indirectly -- i.e. secrets) from the relation for owner/this_app."""
+        raise NotImplementedError
+
     # Internal helper methods
 
     @staticmethod
@@ -688,9 +711,9 @@ def _group_secret_fields(secret_fields: List[str]) -> Dict[SecretGroup, List[str
                 secret_fieldnames_grouped.setdefault(SecretGroup.EXTRA, []).append(key)
         return secret_fieldnames_grouped
 
-    def _retrieve_group_secret_contents(
+    def _get_group_secret_contents(
         self,
-        relation_id: int,
+        relation: Relation,
         group: SecretGroup,
         secret_fields: Optional[Union[Set[str], List[str]]] = None,
     ) -> Dict[str, str]:
@@ -698,12 +721,30 @@ def _retrieve_group_secret_contents(
         if not secret_fields:
             secret_fields = []
 
-        if (secret := self._get_relation_secret(relation_id, group)) and (
+        if (secret := self._get_relation_secret(relation.id, group)) and (
             secret_data := secret.get_content()
         ):
             return {k: v for k, v in secret_data.items() if k in secret_fields}
         return {}
 
+    @staticmethod
+    def _content_for_secret_group(
+        content: Dict[str, str], secret_fields: Set[str], group_mapping: SecretGroup
+    ) -> Dict[str, str]:
+        """Select <field>: <value> pairs from input, that belong to this particular Secret group."""
+        if group_mapping == SecretGroup.EXTRA:
+            return {
+                k: v
+                for k, v in content.items()
+                if k in secret_fields and k not in SECRET_LABEL_MAP.keys()
+            }
+
+        return {
+            k: v
+            for k, v in content.items()
+            if k in secret_fields and SECRET_LABEL_MAP.get(k) == group_mapping
+        }
+
     @juju_secrets_only
     def _get_relation_secret_data(
         self, relation_id: int, group_mapping: SecretGroup, relation_name: Optional[str] = None
@@ -713,6 +754,49 @@ def _get_relation_secret_data(
         if secret:
             return secret.get_content()
 
+    # Core operations on Relation Fields manipulations (regardless whether the field is in the databag or in a secret)
+    # Internal functions to be called directly from transparent public interface functions (+closely related helpers)
+
+    def _process_secret_fields(
+        self,
+        relation: Relation,
+        req_secret_fields: Optional[List[str]],
+        impacted_rel_fields: List[str],
+        operation: Callable,
+        *args,
+        **kwargs,
+    ) -> Tuple[Dict[str, str], Set[str]]:
+        """Isolate target secret fields of manipulation, and execute requested operation by Secret Group."""
+        result = {}
+
+        # If the relation started on a databag, we just stay on the databag
+        # (Rolling upgrades may result in a relation starting on databag, getting secrets enabled on-the-fly)
+        # self.local_app is sufficient to check (ignored if Requires, never has secrets -- works if Provides)
+        fallback_to_databag = (
+            req_secret_fields
+            and self.local_unit.is_leader()
+            and set(req_secret_fields) & set(relation.data[self.local_app])
+        )
+
+        normal_fields = set(impacted_rel_fields)
+        if req_secret_fields and self.secrets_enabled and not fallback_to_databag:
+            normal_fields = normal_fields - set(req_secret_fields)
+            secret_fields = set(impacted_rel_fields) - set(normal_fields)
+
+            secret_fieldnames_grouped = self._group_secret_fields(list(secret_fields))
+
+            for group in secret_fieldnames_grouped:
+                # operation() should return nothing when all goes well
+                if group_result := operation(relation, group, secret_fields, *args, **kwargs):
+                    # If "meaningful" data was returned, we take it. (Some 'operation'-s only return success/failure.)
+                    if isinstance(group_result, dict):
+                        result.update(group_result)
+                else:
+                    # If it wasn't found as a secret, let's give it a 2nd chance as "normal" field
+                    # Needed when Juju3 Requires meets Juju2 Provider
+                    normal_fields |= set(secret_fieldnames_grouped[group])
+        return (result, normal_fields)
+
     def _fetch_relation_data_without_secrets(
         self, app: Application, relation: Relation, fields: Optional[List[str]]
     ) -> Dict[str, str]:
@@ -743,43 +827,49 @@ def _fetch_relation_data_with_secrets(
         Provides side itself).
         """
         result = {}
+        normal_fields = []
 
-        normal_fields = fields
-        if not normal_fields:
-            normal_fields = list(relation.data[app].keys())
-
-        if req_secret_fields and self.secrets_enabled:
-            if fields:
-                # Processing from what was requested
-                normal_fields = set(fields) - set(req_secret_fields)
-                secret_fields = set(fields) - set(normal_fields)
-
-                secret_fieldnames_grouped = self._group_secret_fields(list(secret_fields))
-
-                for group in secret_fieldnames_grouped:
-                    if contents := self._retrieve_group_secret_contents(
-                        relation.id, group, secret_fields
-                    ):
-                        result.update(contents)
-                    else:
-                        # If it wasn't found as a secret, let's give it a 2nd chance as "normal" field
-                        normal_fields |= set(secret_fieldnames_grouped[group])
-            else:
-                # Processing from what is given, i.e. retrieving all
-                normal_fields = [
-                    f for f in relation.data[app].keys() if not self._is_secret_field(f)
-                ]
-                secret_fields = [f for f in relation.data[app].keys() if self._is_secret_field(f)]
-                for group in SecretGroup:
-                    result.update(
-                        self._retrieve_group_secret_contents(relation.id, group, req_secret_fields)
-                    )
+        if not fields:
+            all_fields = list(relation.data[app].keys())
+            normal_fields = [field for field in all_fields if not self._is_secret_field(field)]
+
+            # There must have been secrets there
+            if all_fields != normal_fields and req_secret_fields:
+                # So we assemble the full fields list (without 'secret-<X>' fields)
+                fields = normal_fields + req_secret_fields
+
+        if fields:
+            result, normal_fields = self._process_secret_fields(
+                relation, req_secret_fields, fields, self._get_group_secret_contents
+            )
 
         # Processing "normal" fields. May include leftover from what we couldn't retrieve as a secret.
-        result.update({k: relation.data[app][k] for k in normal_fields if k in relation.data[app]})
+        # (Typically when Juju3 Requires meets Juju2 Provides)
+        if normal_fields:
+            result.update(
+                self._fetch_relation_data_without_secrets(app, relation, list(normal_fields))
+            )
         return result
 
-    # Public methods
+    def _update_relation_data_without_secrets(
+        self, app: Application, relation: Relation, data: Dict[str, str]
+    ):
+        """Updating databag contents when no secrets are involved."""
+        if any(self._is_secret_field(key) for key in data.keys()):
+            raise SecretsIllegalUpdateError("Can't update secret {key}.")
+
+        if relation:
+            relation.data[app].update(data)
+
+    def _delete_relation_data_without_secrets(
+        self, app: Application, relation: Relation, fields: List[str]
+    ) -> None:
+        """Remove databag fields 'fields' from Relation."""
+        for field in fields:
+            relation.data[app].pop(field)
+
+    # Public interface methods
+    # Handling Relation Fields seamlessly, regardless if in databag or a Juju Secret
 
     def get_relation(self, relation_name, relation_id) -> Relation:
         """Safe way of retrieving a relation."""
@@ -879,12 +969,19 @@ def fetch_my_relation_field(
         if relation_data := self.fetch_my_relation_data([relation_id], [field], relation_name):
             return relation_data.get(relation_id, {}).get(field)
 
-    # Public methods - mandatory override
-
-    @abstractmethod
+    @leader_only
     def update_relation_data(self, relation_id: int, data: dict) -> None:
         """Update the data within the relation."""
-        raise NotImplementedError
+        relation_name = self.relation_name
+        relation = self.get_relation(relation_name, relation_id)
+        return self._update_relation_data(relation, data)
+
+    @leader_only
+    def delete_relation_data(self, relation_id: int, fields: List[str]) -> None:
+        """Remove field from the relation."""
+        relation_name = self.relation_name
+        relation = self.get_relation(relation_name, relation_id)
+        return self._delete_relation_data(relation, fields)
 
 
 # Base DataProvides and DataRequires
@@ -910,59 +1007,92 @@ def _diff(self, event: RelationChangedEvent) -> Diff:
 
     # Private methods handling secrets
 
-    @leader_only
     @juju_secrets_only
     def _add_relation_secret(
-        self, relation_id: int, content: Dict[str, str], group_mapping: SecretGroup
-    ) -> Optional[Secret]:
+        self, relation: Relation, content: Dict[str, str], group_mapping: SecretGroup
+    ) -> bool:
         """Add a new Juju Secret that will be registered in the relation databag."""
-        relation = self.get_relation(self.relation_name, relation_id)
-
         secret_field = self._generate_secret_field_name(group_mapping)
         if relation.data[self.local_app].get(secret_field):
-            logging.error("Secret for relation %s already exists, not adding again", relation_id)
-            return
+            logging.error("Secret for relation %s already exists, not adding again", relation.id)
+            return False
 
-        label = self._generate_secret_label(self.relation_name, relation_id, group_mapping)
+        label = self._generate_secret_label(self.relation_name, relation.id, group_mapping)
         secret = self.secrets.add(label, content, relation)
 
         # According to lint we may not have a Secret ID
         if secret.meta and secret.meta.id:
             relation.data[self.local_app][secret_field] = secret.meta.id
 
-    @leader_only
+        # Return the content that was added
+        return True
+
     @juju_secrets_only
     def _update_relation_secret(
-        self, relation_id: int, content: Dict[str, str], group_mapping: SecretGroup
-    ):
+        self, relation: Relation, content: Dict[str, str], group_mapping: SecretGroup
+    ) -> bool:
         """Update the contents of an existing Juju Secret, referred in the relation databag."""
-        secret = self._get_relation_secret(relation_id, group_mapping)
+        secret = self._get_relation_secret(relation.id, group_mapping)
 
         if not secret:
-            logging.error("Can't update secret for relation %s", relation_id)
-            return
+            logging.error("Can't update secret for relation %s", relation.id)
+            return False
 
         old_content = secret.get_content()
         full_content = copy.deepcopy(old_content)
         full_content.update(content)
         secret.set_content(full_content)
 
-    @staticmethod
-    def _secret_content_grouped(
-        content: Dict[str, str], secret_fields: Set[str], group_mapping: SecretGroup
-    ) -> Dict[str, str]:
-        if group_mapping == SecretGroup.EXTRA:
-            return {
-                k: v
-                for k, v in content.items()
-                if k in secret_fields and k not in SECRET_LABEL_MAP.keys()
-            }
+        # Return True on success
+        return True
 
-        return {
-            k: v
-            for k, v in content.items()
-            if k in secret_fields and SECRET_LABEL_MAP.get(k) == group_mapping
-        }
+    def _add_or_update_relation_secrets(
+        self,
+        relation: Relation,
+        group: SecretGroup,
+        secret_fields: Set[str],
+        data: Dict[str, str],
+    ) -> bool:
+        """Update contents for Secret group. If the Secret doesn't exist, create it."""
+        secret_content = self._content_for_secret_group(data, secret_fields, group)
+        if self._get_relation_secret(relation.id, group):
+            return self._update_relation_secret(relation, secret_content, group)
+        else:
+            return self._add_relation_secret(relation, secret_content, group)
+
+    @juju_secrets_only
+    def _delete_relation_secret(
+        self, relation: Relation, group: SecretGroup, secret_fields: List[str], fields: List[str]
+    ) -> bool:
+        """Update the contents of an existing Juju Secret, referred in the relation databag."""
+        secret = self._get_relation_secret(relation.id, group)
+
+        if not secret:
+            logging.error("Can't update secret for relation %s", str(relation.id))
+            return False
+
+        old_content = secret.get_content()
+        new_content = copy.deepcopy(old_content)
+        for field in fields:
+            try:
+                new_content.pop(field)
+            except KeyError:
+                logging.error(
+                    "Non-existing secret was attempted to be removed %s, %s",
+                    str(relation.id),
+                    str(field),
+                )
+                return False
+
+        secret.set_content(new_content)
+
+        # Remove secret from the relation if it's fully gone
+        if not new_content:
+            field = self._generate_secret_field_name(group)
+            relation.data[self.local_app].pop(field)
+
+        # Return the content that was removed
+        return True
 
     # Mandatory internal overrides
 
@@ -1004,45 +1134,42 @@ def _fetch_my_specific_relation_data(
         """Fetching our own relation data."""
         secret_fields = None
         if relation.app:
-            secret_fields = get_encoded_field(relation, relation.app, REQ_SECRET_FIELDS)
+            secret_fields = get_encoded_list(relation, relation.app, REQ_SECRET_FIELDS)
 
         return self._fetch_relation_data_with_secrets(
             self.local_app,
-            secret_fields if isinstance(secret_fields, list) else None,
+            secret_fields,
             relation,
             fields,
         )
 
-    # Public methods -- mandatory overrides
-
-    @leader_only
-    def update_relation_data(self, relation_id: int, fields: Dict[str, str]) -> None:
+    def _update_relation_data(self, relation: Relation, data: Dict[str, str]) -> None:
         """Set values for fields not caring whether it's a secret or not."""
-        relation = self.get_relation(self.relation_name, relation_id)
-
+        req_secret_fields = []
         if relation.app:
-            relation_secret_fields = get_encoded_field(relation, relation.app, REQ_SECRET_FIELDS)
-        else:
-            relation_secret_fields = []
+            req_secret_fields = get_encoded_list(relation, relation.app, REQ_SECRET_FIELDS)
 
-        normal_fields = list(fields)
-        if relation_secret_fields and self.secrets_enabled:
-            normal_fields = set(fields.keys()) - set(relation_secret_fields)
-            secret_fields = set(fields.keys()) - set(normal_fields)
+        _, normal_fields = self._process_secret_fields(
+            relation,
+            req_secret_fields,
+            list(data),
+            self._add_or_update_relation_secrets,
+            data=data,
+        )
 
-            secret_fieldnames_grouped = self._group_secret_fields(list(secret_fields))
+        normal_content = {k: v for k, v in data.items() if k in normal_fields}
+        self._update_relation_data_without_secrets(self.local_app, relation, normal_content)
 
-            for group in secret_fieldnames_grouped:
-                secret_content = self._secret_content_grouped(fields, secret_fields, group)
-                if self._get_relation_secret(relation_id, group):
-                    self._update_relation_secret(relation_id, secret_content, group)
-                else:
-                    self._add_relation_secret(relation_id, secret_content, group)
+    def _delete_relation_data(self, relation: Relation, fields: List[str]) -> None:
+        """Delete fields from the Relation not caring whether it's a secret or not."""
+        req_secret_fields = []
+        if relation.app:
+            req_secret_fields = get_encoded_list(relation, relation.app, REQ_SECRET_FIELDS)
 
-        normal_content = {k: v for k, v in fields.items() if k in normal_fields}
-        relation.data[self.local_app].update(  # pyright: ignore [reportGeneralTypeIssues]
-            normal_content
+        _, normal_fields = self._process_secret_fields(
+            relation, req_secret_fields, fields, self._delete_relation_secret, fields=fields
         )
+        self._delete_relation_data_without_secrets(self.local_app, relation, list(normal_fields))
 
     # Public methods - "native"
 
@@ -1245,26 +1372,30 @@ def _fetch_my_specific_relation_data(self, relation, fields: Optional[List[str]]
         """Fetching our own relation data."""
         return self._fetch_relation_data_without_secrets(self.local_app, relation, fields)
 
-    # Public methods -- mandatory overrides
-
-    @leader_only
-    def update_relation_data(self, relation_id: int, data: dict) -> None:
+    def _update_relation_data(self, relation: Relation, data: dict) -> None:
         """Updates a set of key-value pairs in the relation.
 
         This function writes in the application data bag, therefore,
         only the leader unit can call it.
 
         Args:
-            relation_id: the identifier for a particular relation.
+            relation: the particular relation.
             data: dict containing the key-value pairs
                 that should be updated in the relation.
         """
-        if any(self._is_secret_field(key) for key in data.keys()):
-            raise SecretsIllegalUpdateError("Requires side can't update secrets.")
+        return self._update_relation_data_without_secrets(self.local_app, relation, data)
 
-        relation = self.charm.model.get_relation(self.relation_name, relation_id)
-        if relation:
-            relation.data[self.local_app].update(data)
+    def _delete_relation_data(self, relation: Relation, fields: List[str]) -> None:
+        """Deletes a set of fields from the relation.
+
+        This function writes in the application data bag, therefore,
+        only the leader unit can call it.
+
+        Args:
+            relation: the particular relation.
+            fields: list containing the field names that should be removed from the relation.
+        """
+        return self._delete_relation_data_without_secrets(self.local_app, relation, fields)
 
 
 # General events
diff --git a/lib/charms/postgresql_k8s/v0/postgresql.py b/lib/charms/postgresql_k8s/v0/postgresql.py
index debac9ae11..099047b01f 100644
--- a/lib/charms/postgresql_k8s/v0/postgresql.py
+++ b/lib/charms/postgresql_k8s/v0/postgresql.py
@@ -32,7 +32,7 @@
 
 # Increment this PATCH version before using `charmcraft publish-lib` or reset
 # to 0 if you are raising the major API version
-LIBPATCH = 18
+LIBPATCH = 19
 
 INVALID_EXTRA_USER_ROLE_BLOCKING_MESSAGE = "invalid role(s) for extra user roles"
 
@@ -514,7 +514,7 @@ def build_postgresql_parameters(
             )
         if profile == "production":
             # Use 25% of the available memory for shared_buffers.
-            # and the remaind as cache memory.
+            # and the remaining as cache memory.
             shared_buffers = int(available_memory * 0.25)
             effective_cache_size = int(available_memory - shared_buffers)
             parameters.setdefault("shared_buffers", f"{int(shared_buffers/10**6)}MB")
diff --git a/poetry.lock b/poetry.lock
index c6d086cd59..b3efd2207c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -34,20 +34,21 @@ files = [
 
 [[package]]
 name = "asttokens"
-version = "2.4.0"
+version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
-    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
 [package.dependencies]
 six = ">=1.12.0"
 
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "attrs"
@@ -67,17 +68,6 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
-
 [[package]]
 name = "bcrypt"
 version = "4.0.1"
@@ -156,17 +146,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.28.72"
+version = "1.28.73"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "boto3-1.28.72-py3-none-any.whl", hash = "sha256:73e2b56dcbe1b856274185c908dcb5973b007d62c74b646e6bd2ac09a303983a"},
-    {file = "boto3-1.28.72.tar.gz", hash = "sha256:cc7d939cdbb4ad3980274c96c589e95f028f740ac49a3547c8f4aaec6a7a6409"},
+    {file = "boto3-1.28.73-py3-none-any.whl", hash = "sha256:bbe377a288b6b12b526fae3b3d743318c6868626cf67e1e97f104345a5194b1e"},
+    {file = "boto3-1.28.73.tar.gz", hash = "sha256:a61cf96f7e196b1450afdf4856b7ea0e58080752e687b0011157be96934489be"},
 ]
 
 [package.dependencies]
-botocore = ">=1.31.72,<1.32.0"
+botocore = ">=1.31.73,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.7.0,<0.8.0"
 
@@ -175,13 +165,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.72"
+version = "1.31.73"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "botocore-1.31.72-py3-none-any.whl", hash = "sha256:1a0f5063a9a5e1ef40907c67778625cf14a8c47c8e09cd2b3f9dc53a8adb52cf"},
-    {file = "botocore-1.31.72.tar.gz", hash = "sha256:37763f40c2fcc48114015fe43bbd75ec1aabef48b418e1a5e28cb1c350967260"},
+    {file = "botocore-1.31.73-py3-none-any.whl", hash = "sha256:6e9caaa7205e0c0505f4868a4053e96eaf3f4b6bce0368a46970a8efeeacb492"},
+    {file = "botocore-1.31.73.tar.gz", hash = "sha256:5334c22d5a3f4643931896137c57b2496fef005b039d87d8740e7a28eb31519d"},
 ]
 
 [package.dependencies]
@@ -194,13 +184,13 @@ crt = ["awscrt (==0.16.26)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.1"
+version = "5.3.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
-    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
+    {file = "cachetools-5.3.2-py3-none-any.whl", hash = "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"},
+    {file = "cachetools-5.3.2.tar.gz", hash = "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2"},
 ]
 
 [[package]]
@@ -280,101 +270,101 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.0"
+version = "3.3.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "charset-normalizer-3.3.0.tar.gz", hash = "sha256:63563193aec44bce707e0c5ca64ff69fa72ed7cf34ce6e11d5127555756fd2f6"},
-    {file = "charset_normalizer-3.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:effe5406c9bd748a871dbcaf3ac69167c38d72db8c9baf3ff954c344f31c4cbe"},
-    {file = "charset_normalizer-3.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4162918ef3098851fcd8a628bf9b6a98d10c380725df9e04caf5ca6dd48c847a"},
-    {file = "charset_normalizer-3.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0570d21da019941634a531444364f2482e8db0b3425fcd5ac0c36565a64142c8"},
-    {file = "charset_normalizer-3.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5707a746c6083a3a74b46b3a631d78d129edab06195a92a8ece755aac25a3f3d"},
-    {file = "charset_normalizer-3.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:278c296c6f96fa686d74eb449ea1697f3c03dc28b75f873b65b5201806346a69"},
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 ]
 
 [[package]]
@@ -574,13 +564,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "executing"
-version = "2.0.0"
+version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
-    {file = "executing-2.0.0-py2.py3-none-any.whl", hash = "sha256:06df6183df67389625f4e763921c6cf978944721abf3e714000200aab95b0657"},
-    {file = "executing-2.0.0.tar.gz", hash = "sha256:0ff053696fdeef426cda5bd18eacd94f82c91f49823a2e9090124212ceea9b08"},
+    {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"},
+    {file = "executing-2.0.1.tar.gz", hash = "sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147"},
 ]
 
 [package.extras]
@@ -588,13 +578,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "google-auth"
-version = "2.23.2"
+version = "2.23.3"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.23.2.tar.gz", hash = "sha256:5a9af4be520ba33651471a0264eead312521566f44631cbb621164bc30c8fd40"},
-    {file = "google_auth-2.23.2-py2.py3-none-any.whl", hash = "sha256:c2e253347579d483004f17c3bd0bf92e611ef6c7ba24d41c5c59f2e7aeeaf088"},
+    {file = "google-auth-2.23.3.tar.gz", hash = "sha256:6864247895eea5d13b9c57c9e03abb49cb94ce2dc7c58e91cba3248c7477c9e3"},
+    {file = "google_auth-2.23.3-py2.py3-none-any.whl", hash = "sha256:a8f4608e65c244ead9e0538f181a96c6e11199ec114d41f1d7b1bffa96937bda"},
 ]
 
 [package.dependencies]
@@ -664,6 +654,23 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "hvac"
+version = "2.0.0"
+description = "HashiCorp Vault API client"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "hvac-2.0.0-py3-none-any.whl", hash = "sha256:3b14d0979b98ea993eca73b7dac7161b5547ede369a9b28f4fa40f18e74ec3f3"},
+    {file = "hvac-2.0.0.tar.gz", hash = "sha256:6a51cb9a0d22fe13e824cb0b0a1ce2eeacb9ce6af68b7d1b6689e25ec1becaf5"},
+]
+
+[package.dependencies]
+requests = ">=2.27.1,<3.0.0"
+
+[package.extras]
+parser = ["pyhcl (>=0.4.4,<0.5.0)"]
+
 [[package]]
 name = "idna"
 version = "3.4"
@@ -704,42 +711,40 @@ tomli = {version = "*", markers = "python_version > \"3.6\" and python_version <
 
 [[package]]
 name = "ipython"
-version = "8.16.1"
+version = "8.17.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.16.1-py3-none-any.whl", hash = "sha256:0852469d4d579d9cd613c220af7bf0c9cc251813e12be647cb9d463939db9b1e"},
-    {file = "ipython-8.16.1.tar.gz", hash = "sha256:ad52f58fca8f9f848e256c629eff888efc0528c12fe0f8ec14f33205f23ef938"},
+    {file = "ipython-8.17.1-py3-none-any.whl", hash = "sha256:b4510d0a163c89c78cf81be68acc841dde4a8290b6ee3f3c9578ccdd2574553c"},
+    {file = "ipython-8.17.1.tar.gz", hash = "sha256:9e12020f4bf74f08631c0f033bb580e074fbe36c64903195f3e63b9c0a986cbe"},
 ]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
 prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "jedi"
@@ -825,38 +830,25 @@ referencing = ">=0.28.0"
 
 [[package]]
 name = "juju"
-version = "3.2.0.1"
+version = "3.2.3.0"
 description = "Python library for Juju"
 optional = false
 python-versions = "*"
 files = [
-    {file = "juju-3.2.0.1.tar.gz", hash = "sha256:7b167e6750002cf0a3888acbb9081f6eaf492c5d34500717784ec2aef5214545"},
+    {file = "juju-3.2.3.0.tar.gz", hash = "sha256:d24973a232b0bcd32aaa732f9367d199a133063cf85b2ebf2b8497e31490bf8a"},
 ]
 
 [package.dependencies]
+hvac = "*"
 kubernetes = ">=12.0.1"
 macaroonbakery = ">=1.1,<2.0"
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 toposort = ">=1.5,<2"
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-websockets = {version = ">=9.0", markers = "python_version > \"3.9\""}
-
-[[package]]
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-version = "0.5.7"
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-
-[package.dependencies]
-PyYAML = ">=3.11"
+websockets = {version = ">=10.0", markers = "python_version > \"3.9\""}
 
 [[package]]
 name = "kubernetes"
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 testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy (>=0.931)", "pytest-trio (>=0.7.0)"]
 
+[[package]]
+name = "pytest-github-secrets"
+version = "0.1.0"
+description = ""
+optional = false
+python-versions = "^3.8"
+files = []
+develop = false
+
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+resolved_reference = "3cc668dc10fa7316da9600c296ca7640d7d83222"
+subdirectory = "python/pytest_plugins/github_secrets"
+
 [[package]]
 name = "pytest-mock"
 version = "3.12.0"
@@ -1514,6 +1501,44 @@ pytest = "*"
 pytest-asyncio = "*"
 pyyaml = "*"
 
+[[package]]
+name = "pytest-operator-cache"
+version = "0.1.0"
+description = ""
+optional = false
+python-versions = "^3.8"
+files = []
+develop = false
+
+[package.dependencies]
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+
+[package.source]
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+resolved_reference = "3cc668dc10fa7316da9600c296ca7640d7d83222"
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+
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+description = ""
+optional = false
+python-versions = "^3.8"
+files = []
+develop = false
+
+[package.dependencies]
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+
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+resolved_reference = "3cc668dc10fa7316da9600c296ca7640d7d83222"
+subdirectory = "python/pytest_plugins/pytest_operator_groups"
+
 [[package]]
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 version = "2.8.2"
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@@ -1654,110 +1669,110 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
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 description = "Python bindings to Rust's persistent data structures (rpds)"
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 python-versions = ">=3.8"
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-description = "Python library for using the juju charm store API."
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-
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 name = "typing-extensions"
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+    {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
 ]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10.6"
-content-hash = "84b477ebcf59c312b8a3ad9dd2a595d72fd0adb043bcfe31fefb8dffbb9eb60a"
+content-hash = "61b16f3caccee5bf1a79029f54338eec97a84acc1f767fd87ea510ac433130d8"
diff --git a/pyproject.toml b/pyproject.toml
index fad027af53..0353c47090 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,54 +13,70 @@ repository = "https://github.com/canonical/postgresql-k8s-operator"
 
 [tool.poetry.dependencies]
 python = "^3.10.6"
-ops = "2.8.0"
-pgconnstr = "1.0.1"
-tenacity = "8.2.3"
-cryptography = "41.0.5"
-jsonschema = "4.19.1"
-jinja2 = "3.1.2"
-lightkube = "0.14.0"
-lightkube-models = "1.28.1.4"
-requests = "2.31.0"
-boto3 = "1.28.72"
-cosl = "0.0.7"
-poetry-core = "1.7.0"
-pydantic = "1.10.13"
-# psycopg2 = "^2.9.5" # Injected in charmcraft.yaml
+ops = "^2.8.0"
+cryptography = "^41.0.5"
+boto3 = "^1.28.70"
+pgconnstr = "^1.0.1"
+requests = "^2.31.0"
+tenacity = "^8.2.3"
+cosl = "^0.0.7"
+pydantic = "^1.10.13"
+poetry-core = "^1.7.0"
+jsonschema = "^4.19.1"
+jinja2 = "^3.1.2"
+lightkube = "^0.14.0"
+lightkube-models = "^1.28.1.4"
+# psycopg2 = "^2.9.9" # Injected in charmcraft.yaml
+
+[tool.poetry.group.charm-libs.dependencies]
+# data_platform_libs/v0/data_interfaces.py
+ops = ">=2.0.0"
+# data_platform_libs/v0/upgrade.py
+poetry-core = "*"
+# data_platform_libs/v0/upgrade.py requires pydantic ^1.10
+# grafana_agent/v0/cos_agent.py requires pydantic <2
+pydantic = "^1.10, <2"
+# grafana_agent/v0/cos_agent.py
+cosl = "*"
 
 [tool.poetry.group.format]
 optional = true
 
 [tool.poetry.group.format.dependencies]
-black = "23.10.1"
-ruff = "0.1.3"
+black = "^23.10.1"
+ruff = "^0.1.3"
 
 [tool.poetry.group.lint]
 optional = true
 
 [tool.poetry.group.lint.dependencies]
-codespell = "2.2.6"
+codespell = "^2.2.6"
 
 [tool.poetry.group.unit]
 optional = true
 
 [tool.poetry.group.unit.dependencies]
-coverage = {extras = ["toml"], version = "7.3.2"}
-pydantic = "1.10.13"
-pytest = "7.4.3"
-pytest-mock = "3.12.0"
-pytest-asyncio = "0.21.1"
-psycopg2 = {version = "2.9.9", extras = ["binary"]}
+coverage = {extras = ["toml"], version = "^7.3.2"}
+pydantic = "^1.10.13"
+pytest = "^7.4.3"
+pytest-mock = "^3.12.0"
+pytest-asyncio = "^0.21.1"
+psycopg2 = {version = "^2.9.9", extras = ["binary"]}
 
 [tool.poetry.group.integration]
 optional = true
 
 [tool.poetry.group.integration.dependencies]
-lightkube = "0.14.0"
-pytest = "7.4.3"
-pytest-operator = "0.29.0"
-juju = "2.9.44.1 || 3.2.0.1"  # renovate libjuju
-psycopg2 = {version = "2.9.9", extras = ["binary"]}
+lightkube = "^0.14.0"
+pytest = "^7.4.3"
+pytest-github-secrets = {git = "https://github.com/canonical/data-platform-workflows", tag = "v5.1.2", subdirectory = "python/pytest_plugins/github_secrets"}
+pytest-operator = "^0.29.0"
+pytest-operator-cache = {git = "https://github.com/canonical/data-platform-workflows", tag = "v5.1.2", subdirectory = "python/pytest_plugins/pytest_operator_cache"}
+pytest-operator-groups = {git = "https://github.com/canonical/data-platform-workflows", tag = "v5.1.2", subdirectory = "python/pytest_plugins/pytest_operator_groups"}
+juju = "^3.2.2"
+psycopg2 = {version = "^2.9.9", extras = ["binary"]}
+boto3 = "^1.28.70"
+tenacity = "^8.2.3"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/renovate.json b/renovate.json
deleted file mode 100644
index c666e0a0fe..0000000000
--- a/renovate.json
+++ /dev/null
@@ -1,101 +0,0 @@
-{
-  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
-  "extends": [
-    "config:base"
-  ],
-  "reviewers": ["dragomirp", "marceloneppel", "taurus-forever"],
-  "enabledManagers": ["poetry", "pip_requirements", "github-actions", "regex"],
-  "schedule": ["after 1am and before 2am every weekday"],
-  "timezone": "Etc/UTC",
-  "prHourlyLimit": 0,
-  "packageRules": [
-    {
-      "matchManagers": ["poetry", "pip_requirements", "regex"],
-      "matchDatasources": ["pypi"],
-      "excludePackageNames": ["juju", "libjuju 2", "libjuju 3"],
-      "groupName": "Python dependencies"
-    }, {
-      "matchManagers": ["github-actions"],
-      "groupName": "GitHub actions"
-    }, {
-      "matchDepNames": ["Juju 3"],
-      "matchPackageNames": ["juju/juju"],
-      "allowedVersions": "<3.2.0",
-      "extractVersion": "^juju-(?<version>.*)$",
-      "groupName": "Juju 3"
-    }, {
-      "matchDepNames": ["Juju 2"],
-      "matchPackageNames": ["juju/juju"],
-      "allowedVersions": "<3.0.0",
-      "extractVersion": "^juju-(?<version>.*)$",
-      "groupName": "Juju 2"
-    }, {
-      "matchDepNames": ["libjuju 3"],
-      "matchPackageNames": ["juju"],
-      "matchDatasources": ["pypi"],
-      "allowedVersions": "<4.0.0",
-      "groupName": "Juju 3"
-    }, {
-      "matchDepNames": ["libjuju 2"],
-      "matchPackageNames": ["juju"],
-      "matchDatasources": ["pypi"],
-      "allowedVersions": "<3.0.0",
-      "groupName": "Juju 2"
-    }, {
-      "matchPackageNames": ["pydantic"],
-      "allowedVersions": "<2.0.0"
-    }
-  ],
-  "regexManagers": [
-    {
-      "fileMatch": ["^(workflow-templates|\\.github/workflows)/[^/]+\\.ya?ml$"],
-      "matchStrings": ["- \"(?<currentValue>.*?)\" +# renovate: latest juju 2"],
-      "depNameTemplate": "Juju 2",
-      "packageNameTemplate": "juju/juju",
-      "datasourceTemplate": "github-releases",
-      "versioningTemplate": "loose",
-      "extractVersionTemplate": "Juju release"
-    }, {
-      "fileMatch": ["^(workflow-templates|\\.github/workflows)/[^/]+\\.ya?ml$"],
-      "matchStrings": ["- \"(?<currentValue>.*?)\" +# renovate: latest juju 3"],
-      "depNameTemplate": "Juju 3",
-      "packageNameTemplate": "juju/juju",
-      "datasourceTemplate": "github-releases",
-      "versioningTemplate": "loose",
-      "extractVersionTemplate": "Juju release"
-    }, {
-      "fileMatch": [
-        "(^|/)pyproject\\.toml$",
-        "(^|/)tox\\.ini$"
-      ],
-      "matchStrings": [
-        "juju = \".* \\|\\| (?<currentValue>.*?)\" *# renovate libjuju",
-        "LIBJUJU=\"(?<currentValue>.*?)\" *# libjuju3"
-      ],
-      "depNameTemplate": "libjuju 3",
-      "packageNameTemplate": "juju",
-      "datasourceTemplate": "pypi",
-      "versioningTemplate": "loose",
-    }, {
-      "fileMatch": [
-        "(^|/)pyproject\\.toml$",
-        "(^|/)tox\\.ini$"
-      ],
-      "matchStrings": [
-        "juju = \"(?<currentValue>.*?) \\|\\| .*\" *# renovate libjuju",
-        "LIBJUJU=\"(?<currentValue>.*?)\" *# libjuju2"
-      ],
-      "depNameTemplate": "libjuju 2",
-      "packageNameTemplate": "juju",
-      "datasourceTemplate": "pypi",
-      "versioningTemplate": "loose",
-    }, {
-      "fileMatch": ["(^|/)([\\w-]*)charmcraft\\.ya?ml$"],
-      "matchStrings": ["- (?<depName>.*?)(?:\\[.*?\\])?==(?<currentValue>.*?) +# renovate"],
-      "datasourceTemplate": "pypi",
-      "versioningTemplate": "loose"
-    }
-  ],
-  "ignorePaths": [],
-  "ignoreDeps": []
-}
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 9fdb4e6512..0000000000
--- a/requirements.txt
+++ /dev/null
@@ -1,38 +0,0 @@
-anyio==4.0.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-attrs==23.1.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-boto3==1.28.72 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-botocore==1.31.72 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-certifi==2023.7.22 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-cffi==1.16.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-charset-normalizer==3.3.1 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-cosl==0.0.7 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-cryptography==41.0.5 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-exceptiongroup==1.1.3 ; python_full_version >= "3.10.6" and python_version < "3.11"
-h11==0.14.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-httpcore==0.18.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-httpx==0.25.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-idna==3.4 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-jinja2==3.1.2 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-jmespath==1.0.1 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-jsonschema-specifications==2023.7.1 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-jsonschema==4.19.1 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-lightkube-models==1.28.1.4 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-lightkube==0.14.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-markupsafe==2.1.3 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-ops==2.8.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-pgconnstr==1.0.1 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-poetry-core==1.7.0 ; python_full_version >= "3.10.6" and python_version < "4.0"
-pycparser==2.21 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-pydantic==1.10.13 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-python-dateutil==2.8.2 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-pyyaml==6.0.1 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-referencing==0.30.2 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-requests==2.31.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-rpds-py==0.10.6 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-s3transfer==0.7.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-six==1.16.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-sniffio==1.3.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-tenacity==8.2.3 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-typing-extensions==4.8.0 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-urllib3==2.0.6 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
-websocket-client==1.6.4 ; python_full_version >= "3.10.6" and python_full_version < "4.0.0"
diff --git a/tests/integration/conftest.py b/tests/integration/conftest.py
index 3a2958eb09..abacfd3269 100644
--- a/tests/integration/conftest.py
+++ b/tests/integration/conftest.py
@@ -1,82 +1,9 @@
 #!/usr/bin/env python3
 # Copyright 2022 Canonical Ltd.
 # See LICENSE file for licensing details.
-import json
-import os
-import uuid
-from pathlib import Path
-
-import boto3
 import pytest
 from pytest_operator.plugin import OpsTest
 
-from tests.integration.helpers import construct_endpoint
-
-AWS = "AWS"
-GCP = "GCP"
-
-
-@pytest.fixture(scope="module")
-async def cloud_configs(ops_test: OpsTest) -> None:
-    # Define some configurations and credentials.
-    configs = {
-        AWS: {
-            "endpoint": "https://s3.amazonaws.com",
-            "bucket": "data-charms-testing",
-            "path": f"/postgresql-k8s/{uuid.uuid1()}",
-            "region": "us-east-1",
-        },
-        GCP: {
-            "endpoint": "https://storage.googleapis.com",
-            "bucket": "data-charms-testing",
-            "path": f"/postgresql-k8s/{uuid.uuid1()}",
-            "region": "",
-        },
-    }
-    credentials = {
-        AWS: {
-            "access-key": os.environ.get("AWS_ACCESS_KEY"),
-            "secret-key": os.environ.get("AWS_SECRET_KEY"),
-        },
-        GCP: {
-            "access-key": os.environ.get("GCP_ACCESS_KEY"),
-            "secret-key": os.environ.get("GCP_SECRET_KEY"),
-        },
-    }
-    yield configs, credentials
-    # Delete the previously created objects.
-    for cloud, config in configs.items():
-        session = boto3.session.Session(
-            aws_access_key_id=credentials[cloud]["access-key"],
-            aws_secret_access_key=credentials[cloud]["secret-key"],
-            region_name=config["region"],
-        )
-        s3 = session.resource(
-            "s3", endpoint_url=construct_endpoint(config["endpoint"], config["region"])
-        )
-        bucket = s3.Bucket(config["bucket"])
-        # GCS doesn't support batch delete operation, so delete the objects one by one.
-        for bucket_object in bucket.objects.filter(Prefix=config["path"].lstrip("/")):
-            bucket_object.delete()
-
-
-@pytest.fixture(scope="module")
-def ops_test(ops_test: OpsTest) -> OpsTest:
-    if os.environ.get("CI") == "true":
-        # Running in GitHub Actions; skip build step
-        # (GitHub Actions uses a separate, cached build step. See .github/workflows/ci.yaml)
-        packed_charms = json.loads(os.environ["CI_PACKED_CHARMS"])
-
-        async def build_charm(charm_path, bases_index: int = None) -> Path:
-            for charm in packed_charms:
-                if Path(charm_path) == Path(charm["directory_path"]):
-                    if bases_index is None or bases_index == charm["bases_index"]:
-                        return charm["file_path"]
-            raise ValueError(f"Unable to find .charm file for {bases_index=} at {charm_path=}")
-
-        ops_test.build_charm = build_charm
-    return ops_test
-
 
 @pytest.fixture(scope="module")
 async def database_charm(ops_test: OpsTest):
diff --git a/tests/integration/ha_tests/test_self_healing.py b/tests/integration/ha_tests/test_self_healing.py
index b95ca32504..6913672087 100644
--- a/tests/integration/ha_tests/test_self_healing.py
+++ b/tests/integration/ha_tests/test_self_healing.py
@@ -75,7 +75,7 @@ async def test_build_and_deploy(ops_test: OpsTest) -> None:
             await ops_test.model.wait_for_idle(status="active", timeout=1000)
 
 
-@pytest.mark.notjuju3
+@pytest.mark.juju2
 @pytest.mark.parametrize("process", DB_PROCESSES)
 async def test_kill_db_process(
     ops_test: OpsTest, process: str, continuous_writes, primary_start_timeout
diff --git a/tests/integration/ha_tests/test_upgrade.py b/tests/integration/ha_tests/test_upgrade.py
index a0f41e9f63..1d7a81b3b8 100644
--- a/tests/integration/ha_tests/test_upgrade.py
+++ b/tests/integration/ha_tests/test_upgrade.py
@@ -33,7 +33,7 @@
 
 logger = logging.getLogger(__name__)
 
-TIMEOUT = 5 * 60
+TIMEOUT = 600
 
 
 @pytest.mark.abort_on_fail
diff --git a/tests/integration/test_backups.py b/tests/integration/test_backups.py
index aeb5d606ec..a66de9b116 100644
--- a/tests/integration/test_backups.py
+++ b/tests/integration/test_backups.py
@@ -5,14 +5,15 @@
 import uuid
 from typing import Dict, Tuple
 
+import boto3
 import pytest as pytest
 from pytest_operator.plugin import OpsTest
 from tenacity import Retrying, stop_after_attempt, wait_exponential
 
-from tests.integration.conftest import AWS
 from tests.integration.helpers import (
     DATABASE_APP_NAME,
     build_and_deploy,
+    construct_endpoint,
     db_connect,
     get_password,
     get_primary,
@@ -31,6 +32,53 @@
 
 logger = logging.getLogger(__name__)
 
+AWS = "AWS"
+GCP = "GCP"
+
+
+@pytest.fixture(scope="module")
+async def cloud_configs(ops_test: OpsTest, github_secrets) -> None:
+    # Define some configurations and credentials.
+    configs = {
+        AWS: {
+            "endpoint": "https://s3.amazonaws.com",
+            "bucket": "data-charms-testing",
+            "path": f"/postgresql-k8s/{uuid.uuid1()}",
+            "region": "us-east-1",
+        },
+        GCP: {
+            "endpoint": "https://storage.googleapis.com",
+            "bucket": "data-charms-testing",
+            "path": f"/postgresql-k8s/{uuid.uuid1()}",
+            "region": "",
+        },
+    }
+    credentials = {
+        AWS: {
+            "access-key": github_secrets["AWS_ACCESS_KEY"],
+            "secret-key": github_secrets["AWS_SECRET_KEY"],
+        },
+        GCP: {
+            "access-key": github_secrets["GCP_ACCESS_KEY"],
+            "secret-key": github_secrets["GCP_SECRET_KEY"],
+        },
+    }
+    yield configs, credentials
+    # Delete the previously created objects.
+    for cloud, config in configs.items():
+        session = boto3.session.Session(
+            aws_access_key_id=credentials[cloud]["access-key"],
+            aws_secret_access_key=credentials[cloud]["secret-key"],
+            region_name=config["region"],
+        )
+        s3 = session.resource(
+            "s3", endpoint_url=construct_endpoint(config["endpoint"], config["region"])
+        )
+        bucket = s3.Bucket(config["bucket"])
+        # GCS doesn't support batch delete operation, so delete the objects one by one.
+        for bucket_object in bucket.objects.filter(Prefix=config["path"].lstrip("/")):
+            bucket_object.delete()
+
 
 @pytest.mark.abort_on_fail
 async def test_backup_and_restore(ops_test: OpsTest, cloud_configs: Tuple[Dict, Dict]) -> None:
diff --git a/tox.ini b/tox.ini
index 22431896f5..5d10854074 100644
--- a/tox.ini
+++ b/tox.ini
@@ -3,212 +3,315 @@
 
 [tox]
 no_package = True
-skip_missing_interpreters = True
 env_list = lint, unit
 
 [vars]
 src_path = {tox_root}/src
 tests_path = {tox_root}/tests
 lib_path = {tox_root}/lib/charms/postgresql_k8s
-test_ha_charm_libs = {tox_root}tests/integration/ha_tests/application-charm/lib
-test_rel_charm_libs = {tox_root}tests/integration/new_relations/application-charm/lib
 all_path = {[vars]src_path} {[vars]tests_path} {[vars]lib_path}
 
 [testenv]
 set_env =
     PYTHONPATH = {tox_root}:{tox_root}/lib:{[vars]src_path}
-    PYTHONBREAKPOINT=ipdb.set_trace
-    PY_COLORS=1
-    juju2: LIBJUJU="2.9.44.1"  # libjuju2
-    juju3: LIBJUJU="3.2.0.1"  # libjuju3
-pass_env =
-    PYTHONPATH
-    HOME
-    CHARM_BUILD_DIR
-    MODEL_SETTINGS
-    PYTEST_SKIP_DEPLOY
-    LIBJUJU
-deps =
+    PY_COLORS = 1
+allowlist_externals =
     poetry
 
+[testenv:{build,pack-wrapper}]
+# Wrap `charmcraft pack`
+allowlist_externals =
+    {[testenv]allowlist_externals}
+    charmcraft
+    mv
+commands_pre =
+    poetry export --only main,charm-libs --output requirements.txt --without-hashes
+commands =
+    build: charmcraft pack {posargs}
+commands_post =
+    mv requirements.txt requirements-last-build.txt
+
 [testenv:format]
 description = Apply coding style standards to code
-commands =
+commands_pre =
     poetry install --only format
+commands =
+    poetry lock --no-update
     poetry run ruff --fix {[vars]all_path}
     poetry run black {[vars]all_path}
 
 [testenv:lint]
 description = Check code against coding style standards
+allowlist_externals =
+    {[testenv]allowlist_externals}
+    find
+commands_pre =
+    poetry install --only lint,format
 commands =
-    poetry install --only format,lint
-    poetry run codespell {tox_root} --skip {tox_root}/.git --skip {tox_root}/.tox \
-      --skip {tox_root}/build --skip {tox_root}/lib --skip {tox_root}/venv \
-      --skip {tox_root}/.mypy_cache --skip {tox_root}/LICENSE --skip {tox_root}/poetry.lock \
-      --skip {[vars]test_ha_charm_libs} --skip {[vars]test_rel_charm_libs}
-    poetry run codespell {[vars]lib_path
-    # pflake8 wrapper supports config from pyproject.toml
+    poetry check --lock
+    poetry run codespell {[vars]all_path}
     poetry run ruff {[vars]all_path}
     poetry run black --check --diff {[vars]all_path}
-
+    find {[vars]all_path} -type f \( -name "*.sh" -o -name "*.bash" \) -exec poetry run shellcheck --color=always \{\} +
 
 [testenv:unit-{juju2, juju3}]
 description = Run unit tests
+set_env =
+    {[testenv]set_env}
+    juju2: LIBJUJU="2.9.44.1"
+    juju3: LIBJUJU="3.2.0.1"
+commands_pre =
+    poetry install --only main,charm-libs,unit
 commands =
-    poetry install --with unit
     poetry run coverage run --source={[vars]src_path} \
         -m pytest -v --tb native -s {posargs} {[vars]tests_path}/unit
     poetry run coverage report
 
-[testenv:backup-integration-{juju2, juju3}]
+[testenv:backup-integration]
 description = Run backup integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
-    AWS_ACCESS_KEY
-    AWS_SECRET_KEY
-    GCP_ACCESS_KEY
-    GCP_SECRET_KEY
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+    SECRETS_FROM_GITHUB
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_backups.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_backups.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:charm-integration-{juju2, juju3}]
+[testenv:charm-integration]
 description = Run charm integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_charm.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_charm.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:database-relation-integration-{juju2, juju3}]
+[testenv:database-relation-integration]
 description = Run database relation integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/new_relations/test_new_relations.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/new_relations/test_new_relations.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:db-relation-integration-{juju2, juju3}]
+[testenv:db-relation-integration]
 description = Run db relation integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_db.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_db.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:db-admin-relation-integration-{juju2, juju3}]
+[testenv:db-admin-relation-integration]
 description = Run db-admin relation integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_db_admin.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_db_admin.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:ha-replication-integration-{juju2, juju3}]
+[testenv:ha-replication-integration]
 description = Run high availability replication integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/ha_tests/test_replication.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/ha_tests/test_replication.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:ha-self-healing-integration-{juju2, juju3}]
+[testenv:ha-self-healing-integration]
 description = Run high availability self healing integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/ha_tests/test_self_healing.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/ha_tests/test_self_healing.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:password-rotation-integration-{juju2, juju3}]
+[testenv:password-rotation-integration]
 description = Run password rotation integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_password_rotation.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_password_rotation.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:plugins-integration-{juju2, juju3}]
+[testenv:plugins-integration]
 description = Run plugins integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_plugins.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_plugins.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:tls-integration-{juju2, juju3}]
+[testenv:tls-integration]
 description = Run TLS integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/test_tls.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/test_tls.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:upgrade-integration-{juju2, juju3}]
+[testenv:upgrade-integration]
 description = Run upgrade integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/ha_tests/test_upgrade.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/ha_tests/test_upgrade.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:upgrade-from-stable-integration-{juju2, juju3}]
+[testenv:upgrade-from-stable-integration]
 description = Run upgrade from stable integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/ha_tests/test_upgrade_from_stable.py
+    poetry run pytest -v --tb native --log-cli-level=INFO -s {posargs} {[vars]tests_path}/integration/ha_tests/test_upgrade_from_stable.py
+commands_post =
+    {[testenv:pack-wrapper]commands_post}
 
-[testenv:integration-{juju2, juju3}]
-description = Run all integration tests
+[testenv:integration]
+description = Run integration tests
+set_env =
+    {[testenv]set_env}
+    # Workaround for https://github.com/python-poetry/poetry/issues/6958
+    POETRY_INSTALLER_PARALLEL = false
 pass_env =
-    {[testenv]pass_env}
     CI
-    CI_PACKED_CHARMS
+    GITHUB_OUTPUT
+    SECRETS_FROM_GITHUB
+allowlist_externals =
+    {[testenv:pack-wrapper]allowlist_externals}
+commands_pre =
+    poetry install --only integration
+    {[testenv:pack-wrapper]commands_pre}
 commands =
-    poetry install --with integration
-    pip install juju=={env:LIBJUJU}
-    poetry run pytest -v --tb native --log-cli-level=INFO -s  --durations=0 {posargs} {[vars]tests_path}/integration/
-
-[testenv:poetry-lock]
-description = Install, lock and export poetry dependencies
-commands =
-    poetry lock --no-update
-    poetry export -f requirements.txt -o requirements.txt --without-hashes
+    poetry run pytest -v --tb native --log-cli-level=INFO -s --ignore={[vars]tests_path}/unit/ {posargs}
+commands_post =
+    {[testenv:pack-wrapper]commands_post}