diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 2a74915..de3c422 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -2,6 +2,10 @@ name: Test tap-stackexchange
 
 on: [push]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
+  cancel-in-progress: true
+
 jobs:
   tests:
     runs-on: ubuntu-latest
@@ -36,5 +40,7 @@ jobs:
         tox --version
 
     - name: Run lint command from tox.ini
+      env:
+        TAP_STACKEXCHANGE_KEY: ${{ secrets.TAP_STACKEXCHANGE_KEY }}
       run: |
         tox -e pytest
diff --git a/.vscode/settings.json b/.vscode/settings.json
index b0d5b5e..7025f1a 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,8 +1,7 @@
 {
-    "python.formatting.provider": "black",
-    "cSpell.words": [
-        "jsonl",
-        "stackexchange",
-        "stackoverflow"
-    ]
+  "python.formatting.provider": "black",
+  "cSpell.words": ["jsonl", "stackexchange", "stackoverflow"],
+  "python.testing.pytestArgs": ["tests"],
+  "python.testing.unittestEnabled": false,
+  "python.testing.pytestEnabled": true
 }
diff --git a/poetry.lock b/poetry.lock
index ccb08df..d368b12 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
@@ -151,100 +151,87 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.0.1"
+version = "3.1.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
 files = [
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 [[package]]
@@ -277,35 +264,31 @@ files = [
 
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+version = "40.0.1"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
@@ -314,10 +297,10 @@ cffi = ">=1.12"
 [package.extras]
 docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
 docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
-pep8test = ["black", "check-manifest", "mypy", "ruff", "types-pytz", "types-requests"]
+pep8test = ["black", "check-manifest", "mypy", "ruff"]
 sdist = ["setuptools-rust (>=0.11.4)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-shard (>=0.1.2)", "pytest-subtests", "pytest-xdist", "pytz"]
+test = ["iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-shard (>=0.1.2)", "pytest-subtests", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 tox = ["tox"]
 
@@ -335,14 +318,14 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.0"
+version = "1.1.1"
 description = "Backport of PEP 654 (exception groups)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -644,22 +627,22 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "3.0.0"
+version = "3.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
-typing-extensions = {version = ">=4.4", markers = "python_version < \"3.8\""}
+typing-extensions = {version = ">=4.5", markers = "python_version < \"3.8\""}
 
 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.2.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -799,6 +782,21 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
 
+[[package]]
+name = "pytest-durations"
+version = "1.2.0"
+description = "Pytest plugin reporting fixtures and test functions execution time."
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+files = [
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+]
+
+[package.dependencies]
+pytest = ">=4.6"
+
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
@@ -831,14 +829,14 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytz"
-version = "2022.7.1"
+version = "2023.3"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -958,14 +956,14 @@ yaml = ["pyyaml (>=5.4)"]
 
 [[package]]
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-version = "67.2.0"
+version = "67.6.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
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 python-versions = ">=3.7"
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 [package.extras]
@@ -975,85 +973,97 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 
 [[package]]
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-version = "3.18.3"
+version = "3.19.1"
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 python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
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 memoization = ">=0.3.2,<0.5.0"
 pendulum = ">=2.1.0,<3.0.0"
 PyJWT = ">=2.4,<3.0"
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 python-dotenv = ">=0.20,<0.22"
 pytz = ">=2022.2.1,<2024.0.0"
 PyYAML = ">=6.0,<7.0"
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+    {file = "SQLAlchemy-1.4.47.tar.gz", hash = "sha256:95fc02f7fc1f3199aaa47a8a757437134cf618e9d994c84effd53f530c38586f"},
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine == \"aarch64\" or python_version >= \"3\" and platform_machine == \"ppc64le\" or python_version >= \"3\" and platform_machine == \"x86_64\" or python_version >= \"3\" and platform_machine == \"amd64\" or python_version >= \"3\" and platform_machine == \"AMD64\" or python_version >= \"3\" and platform_machine == \"win32\" or python_version >= \"3\" and platform_machine == \"WIN32\""}
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
@@ -1197,14 +1209,14 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
+version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
-    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+    {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
+    {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
 ]
 
 [[package]]
@@ -1224,14 +1236,14 @@ six = "*"
 
 [[package]]
 name = "urllib3"
-version = "1.26.14"
+version = "1.26.15"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-1.26.14-py2.py3-none-any.whl", hash = "sha256:75edcdc2f7d85b137124a6c3c9fc3933cdeaa12ecb9a6a959f22797a0feca7e1"},
-    {file = "urllib3-1.26.14.tar.gz", hash = "sha256:076907bf8fd355cde77728471316625a4d2f7e713c125f51953bb5b3eecf4f72"},
+    {file = "urllib3-1.26.15-py2.py3-none-any.whl", hash = "sha256:aa751d169e23c7479ce47a0cb0da579e3ede798f994f5816a74e4f4500dcea42"},
+    {file = "urllib3-1.26.15.tar.gz", hash = "sha256:8a388717b9476f934a21484e8c8e61875ab60644d29b9b39e11e4b9dc1c6b305"},
 ]
 
 [package.extras]
@@ -1241,21 +1253,21 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.12.1"
+version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "zipp-3.12.1-py3-none-any.whl", hash = "sha256:6c4fe274b8f85ec73c37a8e4e3fa00df9fb9335da96fb789e3b96b318e5097b3"},
-    {file = "zipp-3.12.1.tar.gz", hash = "sha256:a3cac813d40993596b39ea9e93a18e8a2076d5c378b8bc88ec32ab264e04ad02"},
+    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
+    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "<3.12,>=3.7.1"
-content-hash = "b37ba86ce940adbf14fc35936dea5bf8cfe44b9441d1be5e127a2f80d147e66c"
+content-hash = "ac5ce4f9b86cedbb49806f8c8f8f01016d1e6476c3b13ab50f8ab9c034244208"
diff --git a/pyproject.toml b/pyproject.toml
index 4854607..ab68ee7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,7 @@ requests-cache = "==1.0.1"
 singer-sdk = "^0.23.0"
 
 [tool.poetry.group.dev.dependencies]
-pytest = "^7.3.0"
+singer-sdk = {extras = ["testing"], version = ">=0.23.0"}
 
 [tool.black]
 line-length = 88
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..6bb3ec2
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,3 @@
+"""Test Configuration."""
+
+pytest_plugins = ("singer_sdk.testing.pytest_plugin",)
diff --git a/tests/test_core.py b/tests/test_core.py
index caeaa5d..d142f0b 100644
--- a/tests/test_core.py
+++ b/tests/test_core.py
@@ -1,6 +1,6 @@
 """Tests standard tap features using the built-in SDK tests library."""
 
-from singer_sdk.testing import get_standard_tap_tests
+from singer_sdk.testing import SuiteConfig, get_tap_test_class
 
 from tap_stackexchange.tap import TapStackExchange
 
@@ -13,13 +13,13 @@
     "metrics_log_level": "debug",
 }
 
+TEST_SUITE_CONFIG = SuiteConfig(
+    ignore_no_records_for_streams=["tag_synonyms"],
+    max_records_limit=15,
+)
 
-# Run standard built-in tap tests from the SDK:
-def test_standard_tap_tests():
-    """Run standard tap tests from the SDK."""
-    tests = get_standard_tap_tests(TapStackExchange, config=SAMPLE_CONFIG)
-    for test in tests:
-        test()
-
-
-# TODO: Create additional tests as appropriate for your tap.
+TestTapStackExchange = get_tap_test_class(
+    tap_class=TapStackExchange,
+    config=SAMPLE_CONFIG,
+    suite_config=TEST_SUITE_CONFIG,
+)