diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml
index c9dcd1d74..054d94888 100644
--- a/.github/ISSUE_TEMPLATE/bug.yml
+++ b/.github/ISSUE_TEMPLATE/bug.yml
@@ -13,7 +13,7 @@ body:
     attributes:
       label: Singer SDK Version
       description: Version of the library you are using
-      placeholder: "0.36.0"
+      placeholder: "0.36.1"
     validations:
       required: true
   - type: checkboxes
diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 46080f0dd..7dcd593ba 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,7 +1,7 @@
 pip==24.0
 poetry==1.8.2
-poetry-plugin-export==1.6.0
+poetry-plugin-export==1.7.1
 poetry-dynamic-versioning==1.2.0
-pre-commit==3.6.2
+pre-commit==3.7.0
 nox==2024.3.2
 nox-poetry==1.0.3
diff --git a/.github/workflows/cookiecutter-e2e.yml b/.github/workflows/cookiecutter-e2e.yml
index 025406eb5..051d21d95 100644
--- a/.github/workflows/cookiecutter-e2e.yml
+++ b/.github/workflows/cookiecutter-e2e.yml
@@ -36,14 +36,14 @@ jobs:
     - uses: actions/checkout@v4
     - name: Upgrade pip
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pip install pip
         pip --version
 
     - name: Install Poetry
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install poetry
         pipx inject poetry poetry-plugin-export
@@ -64,7 +64,7 @@ jobs:
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install nox
         pipx inject nox nox-poetry
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e8bf5bf98..d35972778 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -39,4 +39,4 @@ jobs:
         file_glob: true
 
     - name: Publish
-      uses: pypa/gh-action-pypi-publish@v1.8.12
+      uses: pypa/gh-action-pypi-publish@v1.8.14
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 710a72171..3b7d51287 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -62,7 +62,7 @@ jobs:
 
     - name: Install Poetry
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install poetry
         pipx inject poetry poetry-plugin-export
@@ -79,14 +79,14 @@ jobs:
 
     - name: Upgrade pip
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pip install pip
         pip --version
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install nox
         pipx inject nox nox-poetry
@@ -126,7 +126,7 @@ jobs:
 
     - name: Install Poetry
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install poetry
         pipx inject poetry poetry-plugin-export
@@ -143,14 +143,14 @@ jobs:
 
     - name: Upgrade pip
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pip install pip
         pip --version
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install nox
         pipx inject nox nox-poetry
@@ -171,7 +171,7 @@ jobs:
 
     - name: Install Poetry
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install poetry
         pipx inject poetry poetry-plugin-export
@@ -185,8 +185,10 @@ jobs:
         cache-dependency-path: 'poetry.lock'
 
     - name: Upgrade pip
+      env:
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
-        pip install --constraint=.github/workflows/constraints.txt pip
+        pip install pip
         pip --version
 
     - uses: actions/download-artifact@v4
@@ -196,7 +198,7 @@ jobs:
 
     - name: Install Nox
       env:
-        PIP_CONSTRAINT: .github/workflows/constraints.txt
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
       run: |
         pipx install nox
         pipx inject nox nox-poetry
diff --git a/.github/workflows/version_bump.yml b/.github/workflows/version_bump.yml
index 04d38c8ab..1a7bbc872 100644
--- a/.github/workflows/version_bump.yml
+++ b/.github/workflows/version_bump.yml
@@ -3,6 +3,10 @@ name: Version bump
 on:
   workflow_dispatch:
     inputs:
+      dry_run:
+        description: "Run the action without creating a PR or release draft"
+        required: true
+        type: boolean
       bump:
         description: "Version bump type"
         required: true
@@ -47,7 +51,7 @@ jobs:
 
     - name: Bump version
       id: cz-bump
-      uses: commitizen-tools/commitizen-action@0.20.0
+      uses: commitizen-tools/commitizen-action@0.21.0
       with:
         increment: ${{ github.event.inputs.bump != 'auto' && github.event.inputs.bump || '' }}
         prerelease: ${{ github.event.inputs.prerelease != 'none' && github.event.inputs.prerelease || '' }}
@@ -58,9 +62,14 @@ jobs:
         extra_requirements: 'git+https://github.com/meltano/commitizen-version-bump@main'
         changelog_increment_filename: _changelog_fragment.md
 
+    - name: Add job summary
+      run: |
+        cat _changelog_fragment.md >> $GITHUB_STEP_SUMMARY
+
     - name: Draft Release
+      if: ${{ github.event.inputs.dry_run == 'false' }}
       id: draft-release
-      uses: softprops/action-gh-release@v1
+      uses: softprops/action-gh-release@v2
       with:
         draft: true
         body_path: _changelog_fragment.md
@@ -74,6 +83,7 @@ jobs:
         sudo chown -R $USER:$USER .git/objects
 
     - name: Create Pull Request
+      if: ${{ github.event.inputs.dry_run == 'false' }}
       uses: peter-evans/create-pull-request@v6
       id: create-pull-request
       with:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4f640e176..214c3f9e1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ ci:
 
 repos:
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v4.5.0
+  rev: v4.6.0
   hooks:
   - id: check-json
     exclude: |
@@ -42,14 +42,14 @@ repos:
         )$
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.0
+  rev: 0.28.1
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.2.2
+  rev: v0.3.5
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
@@ -76,6 +76,6 @@ repos:
         )$
 
 - repo: https://github.com/python-poetry/poetry
-  rev: 1.7.0
+  rev: 1.8.0
   hooks:
   - id: poetry-check
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 48753a2b3..ebb97416c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,15 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## v0.36.1 (2024-03-13)
+
+### 🐛 Fixes
+
+- [#2310](https://github.com/meltano/sdk/issues/2310) Limited `importlib-resources` to < 6.2 due to breaking changes
+- [#2288](https://github.com/meltano/sdk/issues/2288) Bumped min joblib dependency to `>=1.3.0` and replaced deprecated `parallel_backend` with `parallel_config` -- _**Thanks @BuzzCutNorman!**_
+- [#2281](https://github.com/meltano/sdk/issues/2281) The `state_partition_context` dictionary is now correctly interpolated in the error message when duplicate partitions/contexts are detected in the input state
+- [#2274](https://github.com/meltano/sdk/issues/2274) Test workflow now fails for any Python matrix job failure in cookiecutter template -- _**Thanks @ReubenFrankel!**_
+
 ## v0.36.0 (2024-02-26)
 
 ### ✨ New
diff --git a/cookiecutter/mapper-template/hooks/post_gen_project.py b/cookiecutter/mapper-template/hooks/post_gen_project.py
index a700beb50..c1c8bc716 100644
--- a/cookiecutter/mapper-template/hooks/post_gen_project.py
+++ b/cookiecutter/mapper-template/hooks/post_gen_project.py
@@ -14,4 +14,4 @@
         shutil.rmtree(Path(".github"))
 
     if "{{ cookiecutter.ide }}" != "VSCode":
-        shutil.rmtree(".vscode")
+        shutil.rmtree(".vscode", ignore_errors=True)
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
index 62f5ab41d..7e66ac1c0 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
@@ -8,19 +8,23 @@ repos:
   rev: v4.5.0
   hooks:
   - id: check-json
+    exclude: |
+      (?x)^(
+          .*/launch.json
+      )$
   - id: check-toml
   - id: check-yaml
   - id: end-of-file-fixer
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.27.3
+  rev: 0.28.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.1.11
+  rev: v0.3.1
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
index 69c120334..2909bdd0c 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
@@ -31,18 +31,18 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.8"
-singer-sdk = { version="~=0.36.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.36.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=7.4.0"
-singer-sdk = { version="~=0.36.0", extras = ["testing"] }
+singer-sdk = { version="~=0.36.1", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
 
 [tool.mypy]
-python_version = "3.11"
+python_version = "3.12"
 warn_unused_configs = true
 
 [tool.ruff]
@@ -68,7 +68,7 @@ known-first-party = ["{{cookiecutter.library_name}}"]
 convention = "google"
 
 [build-system]
-requires = ["poetry-core==1.8.1"]
+requires = ["poetry-core==1.9.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.scripts]
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
index 640e62aa2..544451f9d 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
@@ -18,13 +18,13 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.27.3
+  rev: 0.28.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.1.14
+  rev: v0.3.1
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
index b5aa2f849..4b7cfdcaf 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -31,7 +31,10 @@ packages = [
 [tool.poetry.dependencies]
 python = ">=3.8"
 importlib-resources = { version = "==6.1.*", python = "<3.9" }
-singer-sdk = { version="~=0.36.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.36.1", extras = [
+    {%- if cookiecutter.auth_method == "JWT" -%}"jwt", {% endif -%}
+    {%- if cookiecutter.faker_extra -%}"faker",{%- endif -%}
+] }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.stream_type in ["REST", "GraphQL"] %}
 requests = "~=2.31.0"
@@ -39,14 +42,20 @@ requests = "~=2.31.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=7.4.0"
-singer-sdk = { version="~=0.36.0", extras = ["testing"] }
+{%- if cookiecutter.auth_method == "JWT" %}
+singer-sdk = { version="~=0.36.1", extras = ["jwt", "testing"] }
+{%- else %}
+singer-sdk = { version="~=0.36.1", extras = ["testing"] }
+{%- endif %}
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
 
 [tool.mypy]
-python_version = "3.11"
+python_version = "3.12"
 warn_unused_configs = true
+{#- TODO: Remove this after support for SQLAlchemy 1 is dropped in v1 -#}
+{#- https://github.com/meltano/sdk/pull/1931 -#}
 {%- if cookiecutter.stream_type == 'SQL' %}
 plugins = "sqlmypy"
 {%- endif %}
@@ -74,7 +83,7 @@ known-first-party = ["{{cookiecutter.library_name}}"]
 convention = "google"
 
 [build-system]
-requires = ["poetry-core==1.8.1"]
+requires = ["poetry-core==1.9.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.scripts]
diff --git a/cookiecutter/target-template/hooks/post_gen_project.py b/cookiecutter/target-template/hooks/post_gen_project.py
index a700beb50..c1c8bc716 100644
--- a/cookiecutter/target-template/hooks/post_gen_project.py
+++ b/cookiecutter/target-template/hooks/post_gen_project.py
@@ -14,4 +14,4 @@
         shutil.rmtree(Path(".github"))
 
     if "{{ cookiecutter.ide }}" != "VSCode":
-        shutil.rmtree(".vscode")
+        shutil.rmtree(".vscode", ignore_errors=True)
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
index c89f290a1..f66b321b2 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
@@ -8,19 +8,23 @@ repos:
   rev: v4.5.0
   hooks:
   - id: check-json
+    exclude: |
+        (?x)^(
+            .*/launch.json
+        )$
   - id: check-toml
   - id: check-yaml
   - id: end-of-file-fixer
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.27.3
+  rev: 0.28.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.1.11
+  rev: v0.3.1
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
index fa1f79d77..f4d403e58 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
@@ -30,7 +30,7 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.8"
-singer-sdk = { version="~=0.36.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.36.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.serialization_method != "SQL" %}
 requests = "~=2.31.0"
@@ -38,7 +38,7 @@ requests = "~=2.31.0"
 
 [tool.poetry.dev-dependencies]
 pytest = ">=7.4.0"
-singer-sdk = { version="~=0.36.0", extras = ["testing"] }
+singer-sdk = { version="~=0.36.1", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
@@ -66,7 +66,7 @@ known-first-party = ["{{cookiecutter.library_name}}"]
 convention = "google"
 
 [build-system]
-requires = ["poetry-core==1.8.1"]
+requires = ["poetry-core==1.9.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry.scripts]
diff --git a/docs/capabilities.rst b/docs/capabilities.rst
index 7a71366ea..de3565777 100644
--- a/docs/capabilities.rst
+++ b/docs/capabilities.rst
@@ -12,6 +12,7 @@ Built-in base capabilities
 The following capabilities are supported by default.
 
 .. autoattribute:: PluginCapabilities.ABOUT
+.. autoattribute:: PluginCapabilities.BATCH
 .. autoattribute:: PluginCapabilities.STREAM_MAPS
 
 ========================
@@ -21,7 +22,6 @@ Custom base capabilities
 The following capabilities have to be implemented in the plugin.
 
 .. autoattribute:: PluginCapabilities.ACTIVATE_VERSION
-.. autoattribute:: PluginCapabilities.BATCH
 
 Tap Capabilities
 ----------------
diff --git a/docs/conf.py b/docs/conf.py
index 9066f6392..ee8b0b851 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -27,7 +27,7 @@
 author = "Meltano Core Team and Contributors"
 
 # The full version, including alpha/beta/rc tags
-release = "0.36.0"
+release = "0.36.1"
 
 
 # -- General configuration -------------------------------------------------------------
diff --git a/docs/deprecation.md b/docs/deprecation.md
index b27e61b2b..e1d964129 100644
--- a/docs/deprecation.md
+++ b/docs/deprecation.md
@@ -13,3 +13,5 @@ incompatible way, following their deprecation, as indicated in the
   See the [migration guide](./guides/pagination-classes.md) for more information.
 
 - The `singer_sdk.testing.get_standard_tap_tests` and `singer_sdk.testing.get_standard_target_tests` functions will be removed. Replace them with `singer_sdk.testing.get_tap_test_class` and `singer_sdk.testing.get_target_test_class` functions respective to generate a richer test suite.
+
+- The `PyJWT` and `cryptography` libraries will be no longer be installed by default. If you are using the `OAuthJWTAuthenticator` you will need to install [`singer-sdk[jwt]`](./dev_guide.md#extra-features).
diff --git a/docs/dev_guide.md b/docs/dev_guide.md
index af198e9b8..5d520916e 100644
--- a/docs/dev_guide.md
+++ b/docs/dev_guide.md
@@ -17,7 +17,7 @@ Create taps with the SDK requires overriding just two or three classes:
      `http_headers` property in the stream class.
    - `OAuthAuthenticator` - This class performs an OAuth 2.0 authentication flow.
    - `OAuthJWTAuthenticator` - This class performs an JWT (JSON Web Token) authentication
-     flow.
+     flow. Requires installing the `singer-sdk[jwt]` extra.
 
 ## Target Development Overview
 
@@ -182,6 +182,7 @@ Some APIs instead return the records as values inside an object where each key i
 The following [extra features](https://packaging.python.org/en/latest/specifications/dependency-specifiers/#extras) are available for the Singer SDK:
 
 - `faker` - Enables the use of [Faker](https://faker.readthedocs.io/en/master/) in [stream maps](stream_maps.md).
+- `jwt` - Enables the `OAuthJWTAuthenticator` class for JWT (JSON Web Token) authentication.
 - `s3` - Enables AWS S3 as a [BATCH storage](batch.md#the-batch-message).
 - `parquet` - Enables as [BATCH encoding](batch.md#encoding).
 - `testing` - Pytest dependencies required to use the [Tap & Target Testing Framework](testing.md).
diff --git a/noxfile.py b/noxfile.py
index 6cd39b416..5334cb051 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -59,7 +59,7 @@
 def mypy(session: Session) -> None:
     """Check types with mypy."""
     args = session.posargs or ["singer_sdk"]
-    session.install(".[faker,parquet,s3,testing]")
+    session.install(".[faker,jwt,parquet,s3,testing]")
     session.install(
         "exceptiongroup",
         "mypy",
@@ -80,7 +80,7 @@ def mypy(session: Session) -> None:
 @session(python=python_versions)
 def tests(session: Session) -> None:
     """Execute pytest tests and compute coverage."""
-    session.install(".[faker,parquet,s3]")
+    session.install(".[faker,jwt,parquet,s3]")
     session.install(*test_dependencies)
 
     sqlalchemy_version = os.environ.get("SQLALCHEMY_VERSION")
@@ -113,7 +113,7 @@ def tests(session: Session) -> None:
 @session(python=main_python_version)
 def benches(session: Session) -> None:
     """Run benchmarks."""
-    session.install(".[s3]")
+    session.install(".[jwt,s3]")
     session.install(*test_dependencies)
     sqlalchemy_version = os.environ.get("SQLALCHEMY_VERSION")
     if sqlalchemy_version:
@@ -135,7 +135,7 @@ def update_snapshots(session: Session) -> None:
     """Update pytest snapshots."""
     args = session.posargs or ["-m", "snapshot"]
 
-    session.install(".[faker]")
+    session.install(".[faker,jwt]")
     session.install(*test_dependencies)
     session.run("pytest", "--snapshot-update", *args)
 
diff --git a/poetry.lock b/poetry.lock
index e4614f253..193b085f3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -212,75 +212,63 @@ files = [
 
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 name = "cffi"
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+version = "1.16.0"
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 ]
 
 [[package]]
 name = "duckdb-engine"
-version = "0.11.2"
+version = "0.11.3"
 description = "SQLAlchemy driver for duckdb"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -629,13 +616,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "24.0.0"
+version = "24.8.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -658,19 +645,19 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.12.4"
+version = "3.13.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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-testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
-typing = ["typing-extensions (>=4.7.1)"]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "fs"
@@ -819,32 +806,32 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.1"
+version = "7.1.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.2"
+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -852,7 +839,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "inflection"
@@ -906,13 +893,13 @@ files = [
 
 [[package]]
 name = "joblib"
-version = "1.3.2"
+version = "1.4.0"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "joblib-1.4.0-py3-none-any.whl", hash = "sha256:42942470d4062537be4d54c83511186da1fc14ba354961a2114da91efa9a4ed7"},
+    {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"},
 ]
 
 [[package]]
@@ -1107,38 +1094,38 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.8.0"
+version = "1.9.0"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1524,13 +1511,13 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.0.2"
+version = "8.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1538,11 +1525,11 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.4,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-benchmark"
@@ -1566,24 +1553,24 @@ histogram = ["pygal", "pygaljs"]
 
 [[package]]
 name = "pytest-codspeed"
-version = "2.2.0"
+version = "2.2.1"
 description = "Pytest plugin to create CodSpeed benchmarks"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-cffi = ">=1.15.1,<1.16.0"
-filelock = ">=3.12.2,<3.13.0"
+cffi = ">=1.15.1"
+filelock = ">=3.12.2"
 pytest = ">=3.8"
-setuptools = {version = ">=67.8.0,<67.9.0", markers = "python_full_version >= \"3.12.0b1\""}
+setuptools = {version = "*", markers = "python_full_version >= \"3.12.0\""}
 
 [package.extras]
 compat = ["pytest-benchmark (>=4.0.0,<4.1.0)", "pytest-xdist (>=2.0.0,<2.1.0)"]
-lint = ["black (>=23.3.0,<23.4.0)", "isort (>=5.12.0,<5.13.0)", "mypy (>=1.3.0,<1.4.0)", "ruff (>=0.0.275,<0.1.0)"]
+lint = ["mypy (>=1.3.0,<1.4.0)", "ruff (>=0.3.3,<0.4.0)"]
 test = ["pytest (>=7.0,<8.0)", "pytest-cov (>=4.0.0,<4.1.0)"]
 
 [[package]]
@@ -1715,13 +1702,13 @@ files = [
 
 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.34.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1751,22 +1738,20 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-mock"
-version = "1.11.0"
+version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
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 ]
 
 [package.dependencies]
-requests = ">=2.3,<3"
-six = "*"
+requests = ">=2.22,<3"
 
 [package.extras]
 fixture = ["fixtures"]
-test = ["fixtures", "mock", "purl", "pytest", "requests-futures", "sphinx", "testtools"]
 
 [[package]]
 name = "rfc3339-validator"
@@ -1909,19 +1894,19 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "67.8.0"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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 [[package]]
 name = "simpleeval"
@@ -2391,67 +2376,67 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "time-machine"
-version = "2.13.0"
+version = "2.14.1"
 description = "Travel through time in your tests."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "time_machine-2.14.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:dd26039a9ffea2d5ee1309f2ec9b656d4925371c65563822d52e4037a4186eca"},
+    {file = "time_machine-2.14.1-cp39-cp39-win32.whl", hash = "sha256:5e19b19d20bfbff8c97949e06e150998cf9d0a676e1641fb90597e59a9d7d5e2"},
+    {file = "time_machine-2.14.1-cp39-cp39-win_amd64.whl", hash = "sha256:f5d371a5218318121a6b44c21438258b6408b8bfe7ccccb754cf8eb880505576"},
+    {file = "time_machine-2.14.1-cp39-cp39-win_arm64.whl", hash = "sha256:2c774f4b603a36ca2611327c57aa8ce0d5042298da008238ee5234b31ce7b22c"},
 ]
 
 [package.dependencies]
@@ -2490,13 +2475,13 @@ files = [
 
 [[package]]
 name = "types-jsonschema"
-version = "4.21.0.20240118"
+version = "4.21.0.20240331"
 description = "Typing stubs for jsonschema"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-jsonschema-4.21.0.20240118.tar.gz", hash = "sha256:31aae1b5adc0176c1155c2d4f58348b22d92ae64315e9cc83bd6902168839232"},
-    {file = "types_jsonschema-4.21.0.20240118-py3-none-any.whl", hash = "sha256:77a4ac36b0be4f24274d5b9bf0b66208ee771c05f80e34c4641de7d63e8a872d"},
+    {file = "types-jsonschema-4.21.0.20240331.tar.gz", hash = "sha256:3a5ed0a72ab7bc304ca4accbb709272c620f396abf2fb19570b80d949e357eb6"},
+    {file = "types_jsonschema-4.21.0.20240331-py3-none-any.whl", hash = "sha256:78dec1d88c5aec77e46e6bddce2a082157ce3059ec7aab19169b13b2ee553a51"},
 ]
 
 [package.dependencies]
@@ -2504,13 +2489,13 @@ referencing = "*"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.8.19.20240106"
+version = "2.9.0.20240316"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-python-dateutil-2.8.19.20240106.tar.gz", hash = "sha256:1f8db221c3b98e6ca02ea83a58371b22c374f42ae5bbdf186db9c9a76581459f"},
-    {file = "types_python_dateutil-2.8.19.20240106-py3-none-any.whl", hash = "sha256:efbbdc54590d0f16152fa103c9879c7d4a00e82078f6e2cf01769042165acaa2"},
+    {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
+    {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
 ]
 
 [[package]]
@@ -2526,13 +2511,13 @@ files = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.12"
+version = "6.0.12.20240311"
 description = "Typing stubs for PyYAML"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "types-PyYAML-6.0.12.12.tar.gz", hash = "sha256:334373d392fde0fdf95af5c3f1661885fa10c52167b14593eb856289e1855062"},
-    {file = "types_PyYAML-6.0.12.12-py3-none-any.whl", hash = "sha256:c05bc6c158facb0676674b7f11fe3960db4f389718e19e62bd2b84d6205cfd24"},
+    {file = "types-PyYAML-6.0.12.20240311.tar.gz", hash = "sha256:a9e0f0f88dc835739b0c1ca51ee90d04ca2a897a71af79de9aec5f38cb0a5342"},
+    {file = "types_PyYAML-6.0.12.20240311-py3-none-any.whl", hash = "sha256:b845b06a1c7e54b8e5b4c683043de0d9caf205e7434b3edc678ff2411979b8f6"},
 ]
 
 [[package]]
@@ -2551,13 +2536,13 @@ types-urllib3 = "*"
 
 [[package]]
 name = "types-simplejson"
-version = "3.19.0.20240218"
+version = "3.19.0.20240310"
 description = "Typing stubs for simplejson"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-simplejson-3.19.0.20240218.tar.gz", hash = "sha256:8b15f2a5cbd24ab78f13d7e045767eeaa674865f246e88f040348ad7e91adde9"},
-    {file = "types_simplejson-3.19.0.20240218-py3-none-any.whl", hash = "sha256:7d698bd530459f9d7d2e3a52ea61df03060d69d22915b26586fe8e8ac409f049"},
+    {file = "types-simplejson-3.19.0.20240310.tar.gz", hash = "sha256:2831366f70d5d55832c3d978dff7c989575d55fb38621d086dbfee7a30c2b500"},
+    {file = "types_simplejson-3.19.0.20240310-py3-none-any.whl", hash = "sha256:6f06d8e50112bc931863a40e2cf463a99223d55fe07f275826fa969962bb56a4"},
 ]
 
 [[package]]
@@ -2573,13 +2558,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
-    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
+    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
+    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
 [[package]]
@@ -2650,6 +2635,7 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [extras]
 docs = ["furo", "myst-parser", "pytest", "sphinx", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinx-reredirects"]
 faker = ["faker"]
+jwt = ["PyJWT", "cryptography"]
 parquet = ["numpy", "numpy", "pyarrow"]
 s3 = ["fs-s3fs"]
 testing = ["pytest", "pytest-durations"]
@@ -2657,4 +2643,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "4c2cc0f85f1bd854517f49d9f00e91b835cd82ee8e63b622a9badb88190221bd"
+content-hash = "fa28db8eb855ac9bb217e40ad0c1720726effa79e8a07cf08d17aa0d7ceb8bef"
diff --git a/pyproject.toml b/pyproject.toml
index e812c18a9..6d8fa7d19 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,9 +45,9 @@ click = "~=8.0"
 cryptography = ">=3.4.6"
 fs = ">=2.4.16"
 importlib-metadata = {version = "<8.0.0", python = "<3.12"}
-importlib-resources = {version = ">=5.12.0", python = "<3.9"}
+importlib-resources = {version = ">=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1", python = "<3.9"}
 inflection = ">=0.5.1"
-joblib = ">=1.0.1"
+joblib = ">=1.3.0"
 jsonpath-ng = ">=1.5.3"
 jsonschema = ">=4.16.0"
 packaging = ">=23.1"
@@ -94,6 +94,10 @@ pytest-durations = {version = ">=1.2.0", optional = true}
 faker = {version = ">=22.5,<25.0", optional = true}
 
 [tool.poetry.extras]
+jwt = [
+    "cryptography",
+    "PyJWT",
+]
 docs = [
     "furo",
     "myst-parser",
@@ -121,7 +125,7 @@ duckdb = { version = ">=0.8.0", python = "<3.12" }
 duckdb-engine = { version = ">=0.9.4", python = "<3.12" }
 
 fastjsonschema = ">=2.19.1"
-mypy = ">=1.0"
+mypy = ">=1.9"
 pytest-benchmark = ">=4.0.0"
 pytest-snapshot = ">=0.9.0"
 pytz = ">=2022.2.1"
@@ -171,7 +175,7 @@ norecursedirs = "cookiecutter"
 
 [tool.commitizen]
 name = "cz_version_bump"
-version = "0.36.0"
+version = "0.36.1"
 changelog_merge_prerelease = true
 prerelease_offset = 1
 tag_format = "v$major.$minor.$patch$prerelease"
@@ -219,6 +223,7 @@ show_missing = true
 [tool.mypy]
 exclude = "tests"
 files = "singer_sdk"
+local_partial_types = true
 warn_redundant_casts = true
 warn_return_any = true
 warn_unused_configs = true
diff --git a/samples/sample_target_parquet/__init__.py b/samples/sample_target_parquet/__init__.py
index 748f22665..2837ad3d2 100644
--- a/samples/sample_target_parquet/__init__.py
+++ b/samples/sample_target_parquet/__init__.py
@@ -1,6 +1,5 @@
 """Module test for target-parquet functionality."""
 
-
 from __future__ import annotations
 
 # Reuse the tap connection rather than create a new target connection:
diff --git a/singer_sdk/authenticators.py b/singer_sdk/authenticators.py
index faf34e85a..4b7c2463f 100644
--- a/singer_sdk/authenticators.py
+++ b/singer_sdk/authenticators.py
@@ -10,10 +10,7 @@
 from types import MappingProxyType
 from urllib.parse import parse_qs, urlencode, urlsplit, urlunsplit
 
-import jwt
 import requests
-from cryptography.hazmat.backends import default_backend
-from cryptography.hazmat.primitives import serialization
 
 from singer_sdk.helpers._util import utc_now
 
@@ -575,6 +572,10 @@ def oauth_request_payload(self) -> dict:
         Raises:
             ValueError: If the private key is not set.
         """
+        import jwt
+        from cryptography.hazmat.backends import default_backend
+        from cryptography.hazmat.primitives import serialization
+
         if not self.private_key:
             msg = "Missing 'private_key' property for OAuth payload."
             raise ValueError(msg)
diff --git a/singer_sdk/batch.py b/singer_sdk/batch.py
index 4545285e4..10d4b38e6 100644
--- a/singer_sdk/batch.py
+++ b/singer_sdk/batch.py
@@ -1,4 +1,5 @@
 """Batching utilities for Singer SDK."""
+
 from __future__ import annotations
 
 import itertools
diff --git a/singer_sdk/helpers/_conformers.py b/singer_sdk/helpers/_conformers.py
index 0ca70e85c..1b234f9d9 100644
--- a/singer_sdk/helpers/_conformers.py
+++ b/singer_sdk/helpers/_conformers.py
@@ -1,4 +1,5 @@
 """Helper functions for conforming identifiers."""
+
 from __future__ import annotations
 
 import re
diff --git a/singer_sdk/helpers/_typing.py b/singer_sdk/helpers/_typing.py
index fdaaecd6e..74ed59cf5 100644
--- a/singer_sdk/helpers/_typing.py
+++ b/singer_sdk/helpers/_typing.py
@@ -393,7 +393,7 @@ def conform_record_data_types(
 
 
 # TODO: This is in dire need of refactoring. It's a mess.
-def _conform_record_data_types(  # noqa: PLR0912
+def _conform_record_data_types(
     input_object: dict[str, t.Any],
     schema: dict,
     level: TypeConformanceLevel,
@@ -421,30 +421,22 @@ def _conform_record_data_types(  # noqa: PLR0912
     for property_name, elem in input_object.items():
         property_path = property_name if parent is None else f"{parent}.{property_name}"
         if property_name not in schema["properties"]:
+            if schema.get("additionalProperties"):
+                output_object[property_name] = elem
             unmapped_properties.append(property_path)
             continue
 
         property_schema = schema["properties"][property_name]
         if isinstance(elem, list) and is_uniform_list(property_schema):
             if level == TypeConformanceLevel.RECURSIVE:
-                item_schema = property_schema["items"]
-                output = []
-                for item in elem:
-                    if is_object_type(item_schema) and isinstance(item, dict):
-                        (
-                            output_item,
-                            sub_unmapped_properties,
-                        ) = _conform_record_data_types(
-                            item,
-                            item_schema,
-                            level,
-                            property_path,
-                        )
-                        unmapped_properties.extend(sub_unmapped_properties)
-                        output.append(output_item)
-                    else:
-                        output.append(_conform_primitive_property(item, item_schema))
+                output, sub_unmapped_properties = _conform_uniform_list(
+                    elem,
+                    path=property_path,
+                    schema=property_schema,
+                    level=level,
+                )
                 output_object[property_name] = output
+                unmapped_properties.extend(sub_unmapped_properties)
             else:
                 output_object[property_name] = elem
         elif (
@@ -473,6 +465,35 @@ def _conform_record_data_types(  # noqa: PLR0912
     return output_object, unmapped_properties
 
 
+def _conform_uniform_list(
+    element: list,
+    *,
+    path: str,
+    schema: dict,
+    level: TypeConformanceLevel,
+) -> tuple[list, list[str]]:
+    item_schema = schema["items"]
+    unmapped_properties = []
+    output = []
+    for item in element:
+        if is_object_type(item_schema) and isinstance(item, dict):
+            (
+                output_item,
+                sub_unmapped_properties,
+            ) = _conform_record_data_types(
+                item,
+                item_schema,
+                level,
+                path,
+            )
+            unmapped_properties.extend(sub_unmapped_properties)
+            output.append(output_item)
+        else:
+            output.append(_conform_primitive_property(item, item_schema))
+
+    return output, unmapped_properties
+
+
 def _conform_primitive_property(  # noqa: PLR0911
     elem: t.Any,  # noqa: ANN401
     property_schema: dict,
diff --git a/singer_sdk/io_base.py b/singer_sdk/io_base.py
index 447dbd1b9..2c460b7ac 100644
--- a/singer_sdk/io_base.py
+++ b/singer_sdk/io_base.py
@@ -110,24 +110,19 @@ def _process_lines(self, file_input: t.IO[str]) -> t.Counter[str]:
         return Counter(**stats)
 
     @abc.abstractmethod
-    def _process_schema_message(self, message_dict: dict) -> None:
-        ...
+    def _process_schema_message(self, message_dict: dict) -> None: ...
 
     @abc.abstractmethod
-    def _process_record_message(self, message_dict: dict) -> None:
-        ...
+    def _process_record_message(self, message_dict: dict) -> None: ...
 
     @abc.abstractmethod
-    def _process_state_message(self, message_dict: dict) -> None:
-        ...
+    def _process_state_message(self, message_dict: dict) -> None: ...
 
     @abc.abstractmethod
-    def _process_activate_version_message(self, message_dict: dict) -> None:
-        ...
+    def _process_activate_version_message(self, message_dict: dict) -> None: ...
 
     @abc.abstractmethod
-    def _process_batch_message(self, message_dict: dict) -> None:
-        ...
+    def _process_batch_message(self, message_dict: dict) -> None: ...
 
     def _process_unknown_message(self, message_dict: dict) -> None:
         """Internal method to process unknown message types from a Singer tap.
diff --git a/singer_sdk/pagination.py b/singer_sdk/pagination.py
index 5dc36575d..7fa5fba4e 100644
--- a/singer_sdk/pagination.py
+++ b/singer_sdk/pagination.py
@@ -144,7 +144,7 @@ def get_next(self, response: Response) -> TPageToken | None:
 
 
 class SinglePagePaginator(BaseAPIPaginator[None]):
-    """A paginator that does works with single-page endpoints."""
+    """A paginator that works with single-page endpoints."""
 
     def __init__(self, *args: t.Any, **kwargs: t.Any) -> None:
         """Create a new paginator.
diff --git a/singer_sdk/sinks/core.py b/singer_sdk/sinks/core.py
index f41d3d97f..0d4b1c2d9 100644
--- a/singer_sdk/sinks/core.py
+++ b/singer_sdk/sinks/core.py
@@ -544,7 +544,8 @@ def _parse_timestamps_in_record(
         """
         for key, value in record.items():
             if key not in schema["properties"]:
-                self.logger.warning("No schema for record field '%s'", key)
+                if value is not None:
+                    self.logger.warning("No schema for record field '%s'", key)
                 continue
             datelike_type = get_datelike_property_type(schema["properties"][key])
             if datelike_type:
diff --git a/singer_sdk/tap_base.py b/singer_sdk/tap_base.py
index caf016cd0..75eee9c59 100644
--- a/singer_sdk/tap_base.py
+++ b/singer_sdk/tap_base.py
@@ -1,6 +1,5 @@
 """Tap abstract class."""
 
-
 from __future__ import annotations
 
 import abc
diff --git a/singer_sdk/target_base.py b/singer_sdk/target_base.py
index 3c0d37234..418d7f12c 100644
--- a/singer_sdk/target_base.py
+++ b/singer_sdk/target_base.py
@@ -10,7 +10,7 @@
 import typing as t
 
 import click
-from joblib import Parallel, delayed, parallel_backend
+from joblib import Parallel, delayed, parallel_config
 
 from singer_sdk.exceptions import RecordsWithoutSchemaException
 from singer_sdk.helpers._batch import BaseBatchFileEncoding
@@ -521,7 +521,7 @@ def _drain_all(self, sink_list: list[Sink], parallelism: int) -> None:
         def _drain_sink(sink: Sink) -> None:
             self.drain_one(sink)
 
-        with parallel_backend("threading", n_jobs=parallelism):
+        with parallel_config(backend="threading", n_jobs=parallelism):
             Parallel()(delayed(_drain_sink)(sink=sink) for sink in sink_list)
 
     def _write_state_message(self, state: dict) -> None:
diff --git a/singer_sdk/testing/factory.py b/singer_sdk/testing/factory.py
index 30740b6ef..f19d056de 100644
--- a/singer_sdk/testing/factory.py
+++ b/singer_sdk/testing/factory.py
@@ -1,4 +1,5 @@
 """Test Class Factory."""
+
 from __future__ import annotations
 
 import typing as t
diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index 8e68a13ab..7f1b20565 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -7,7 +7,6 @@
     jsonschema = PropertiesList(
         Property("username", StringType, required=True),
         Property("password", StringType, required=True, secret=True),
-
         Property("id", IntegerType, required=True),
         Property("foo_or_bar", StringType, allowed_values=["foo", "bar"]),
         Property(
@@ -23,13 +22,12 @@
         Property("days_active", IntegerType),
         Property("updated_on", DateTimeType),
         Property("is_deleted", BooleanType),
-
         Property(
             "author",
             ObjectType(
                 Property("id", StringType),
                 Property("name", StringType),
-            )
+            ),
         ),
         Property("tags", ArrayType(StringType)),
         Property(
@@ -39,7 +37,7 @@
                     Property("id", StringType),
                     Property("name", StringType),
                 )
-            )
+            ),
         ),
     ).to_dict()
 
@@ -1019,6 +1017,14 @@ def append(self, property: Property) -> None:  # noqa: A002
         """
         self.wrapped[property.name] = property
 
+    def __iter__(self) -> t.Iterator[Property]:
+        """Iterate all properties of the property list.
+
+        Returns:
+            Iterator of properties.
+        """
+        return self.wrapped.values().__iter__()
+
 
 def to_jsonschema_type(
     from_type: str | sa.types.TypeEngine | type[sa.types.TypeEngine],
diff --git a/tests/conftest.py b/tests/conftest.py
index f220d0506..d2961722f 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -49,6 +49,13 @@ def pytest_report_header() -> list[str]:
     return [f"sqlalchemy: {sa.__version__}"]
 
 
+@pytest.fixture(autouse=True)
+def _reset_envvars(monkeypatch: pytest.MonkeyPatch):
+    """Remove envvars that might interfere with tests."""
+    monkeypatch.delenv("AWS_PROFILE", raising=False)
+    monkeypatch.delenv("AWS_DEFAULT_REGION", raising=False)
+
+
 @pytest.fixture(scope="class")
 def outdir() -> t.Generator[str, None, None]:
     """Create a temporary directory for target output."""
diff --git a/tests/core/test_plugin_config.py b/tests/core/test_plugin_config.py
index d0df1d69f..cc037652e 100644
--- a/tests/core/test_plugin_config.py
+++ b/tests/core/test_plugin_config.py
@@ -1,6 +1,5 @@
 """Test plugin config functions."""
 
-
 from __future__ import annotations
 
 import typing as t
diff --git a/tests/core/test_typing.py b/tests/core/test_typing.py
index 59bfa41ab..66182c52d 100644
--- a/tests/core/test_typing.py
+++ b/tests/core/test_typing.py
@@ -263,6 +263,27 @@ def test_object_arrays_remove_types(caplog: pytest.LogCaptureFixture):
         )
 
 
+def test_conform_object_additional_properties():
+    schema = PropertiesList(
+        Property(
+            "object",
+            PropertiesList(additional_properties=True),
+        ),
+    ).to_dict()
+
+    record = {"object": {"extra": "value"}}
+    expected_output = {"object": {"extra": "value"}}
+
+    actual_output = conform_record_data_types(
+        "test_stream",
+        record,
+        schema,
+        TypeConformanceLevel.RECURSIVE,
+        logger,
+    )
+    assert actual_output == expected_output
+
+
 def test_conform_primitives():
     assert (
         _conform_primitive_property(
@@ -285,10 +306,10 @@ def test_conform_primitives():
     )
 
     assert _conform_primitive_property(b"\x00", {"type": "string"}) == "00"
-    assert _conform_primitive_property(b"\xBC", {"type": "string"}) == "bc"
+    assert _conform_primitive_property(b"\xbc", {"type": "string"}) == "bc"
 
     assert _conform_primitive_property(b"\x00", {"type": "boolean"}) is False
-    assert _conform_primitive_property(b"\xBC", {"type": "boolean"}) is True
+    assert _conform_primitive_property(b"\xbc", {"type": "boolean"}) is True
 
     assert _conform_primitive_property(None, {"type": "boolean"}) is None
     assert _conform_primitive_property(0, {"type": "boolean"}) is False
@@ -349,3 +370,15 @@ def test_to_sql_type(jsonschema_type, expected):
 def test_append_null(type_dict: dict, expected: dict):
     result = append_type(type_dict, "null")
     assert result == expected
+
+
+def test_iterate_properties_list():
+    primitive_property = Property("primitive", BooleanType)
+    object_property = Property("object", PropertiesList(Property("value", BooleanType)))
+    list_property = Property("list", ArrayType(BooleanType))
+
+    properties_list = PropertiesList(primitive_property, object_property, list_property)
+
+    assert primitive_property in properties_list
+    assert object_property in properties_list
+    assert list_property in properties_list
diff --git a/tests/samples/test_target_csv.py b/tests/samples/test_target_csv.py
index a0a3f3497..3053590d8 100644
--- a/tests/samples/test_target_csv.py
+++ b/tests/samples/test_target_csv.py
@@ -1,4 +1,5 @@
 """Test tap-to-target sync."""
+
 from __future__ import annotations
 
 import datetime
diff --git a/tests/samples/test_target_parquet.py b/tests/samples/test_target_parquet.py
index 7f53036a4..4be4782d5 100644
--- a/tests/samples/test_target_parquet.py
+++ b/tests/samples/test_target_parquet.py
@@ -1,4 +1,5 @@
 """Test class creation."""
+
 from __future__ import annotations
 
 import shutil