diff --git a/airbyte-ci/connectors/live-tests/poetry.lock b/airbyte-ci/connectors/live-tests/poetry.lock
index f8e5d0da7990..653856d22a2d 100644
--- a/airbyte-ci/connectors/live-tests/poetry.lock
+++ b/airbyte-ci/connectors/live-tests/poetry.lock
@@ -13,113 +13,113 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
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 python-versions = ">=3.8"
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+    {file = "aiohttp-3.10.9.tar.gz", hash = "sha256:143b0026a9dab07a05ad2dd9e46aa859bffdd6348ddc5967b42161168c24f857"},
 ]
 
 [package.dependencies]
@@ -129,7 +129,7 @@ async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+yarl = ">=1.12.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -235,13 +235,13 @@ vector-db-based = ["cohere (==4.21)", "langchain (==0.1.16)", "openai[embeddings
 
 [[package]]
 name = "airbyte-protocol-models"
-version = "0.12.2"
+version = "0.13.0"
 description = "Declares the Airbyte Protocol."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -260,13 +260,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.4.0"
+version = "4.6.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -276,9 +276,9 @@ sniffio = ">=1.1"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "asgiref"
@@ -380,20 +380,20 @@ files = [
 
 [[package]]
 name = "beartype"
-version = "0.18.5"
-description = "Unbearably fast runtime type checking in pure Python."
+version = "0.19.0"
+description = "Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python."
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.8"
 files = [
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+test-tox = ["equinox", "jax[cpu]", "jaxtyping", "mypy (>=0.800)", "numba", "numpy", "pandera", "pygments", "pyright (>=1.1.370)", "pytest (>=4.0.0)", "sphinx", "typing-extensions (>=3.10.0.0)"]
 test-tox-coverage = ["coverage (>=5.5)"]
 
 [[package]]
@@ -425,13 +425,13 @@ files = [
 
 [[package]]
 name = "bracex"
-version = "2.5"
+version = "2.5.post1"
 description = "Bash style brace expander."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -539,13 +539,13 @@ files = [
 
 [[package]]
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-version = "23.2.3"
+version = "24.1.2"
 description = "Composable complex class support for attrs and dataclasses."
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -557,6 +557,7 @@ typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_ver
 bson = ["pymongo (>=4.4.0)"]
 cbor2 = ["cbor2 (>=5.4.6)"]
 msgpack = ["msgpack (>=1.0.5)"]
+msgspec = ["msgspec (>=0.18.5)"]
 orjson = ["orjson (>=3.9.2)"]
 pyyaml = ["pyyaml (>=6.0)"]
 tomlkit = ["tomlkit (>=0.11.8)"]
@@ -564,89 +565,89 @@ ujson = ["ujson (>=5.7.0)"]
 
 [[package]]
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-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
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 python-versions = ">=3.6"
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 [[package]]
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+    {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
+    {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
 
 [package.dependencies]
@@ -767,13 +768,13 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloud-sql-python-connector"
-version = "1.12.0"
+version = "1.12.1"
 description = "The Cloud SQL Python Connector is a library that can be used alongside a database driver to allow users with sufficient permissions to connect to a Cloud SQL database without having to manually allowlist IPs or manage SSL certificates."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cloud_sql_python_connector-1.12.0-py2.py3-none-any.whl", hash = "sha256:b6487a4ded05ea074b32d24e35f726e67dee0046c306f6c74f9df9ee88ba2ee4"},
-    {file = "cloud_sql_python_connector-1.12.0.tar.gz", hash = "sha256:672864171cdefe2e342bd65d6386349a15ce6df1bbe15f79c7ebadfb0c0e5a02"},
+    {file = "cloud_sql_python_connector-1.12.1-py2.py3-none-any.whl", hash = "sha256:4cb5750dec34f52c70701c07a3c059f9d3e3c7cfeb2f4eff0691abd10a25204a"},
+    {file = "cloud_sql_python_connector-1.12.1.tar.gz", hash = "sha256:94d0adf9bb42685ff0b401c2c51d031d9875d33aa614164f585e178824cced0a"},
 ]
 
 [package.dependencies]
@@ -829,7 +830,7 @@ tqdm = "^4.66.2"
 type = "git"
 url = "git@github.com:airbytehq/airbyte-platform-internal"
 reference = "HEAD"
-resolved_reference = "584277b13dc9d09fce4b6f422633a1546b055275"
+resolved_reference = "9025e1a46e6c2b366826f30dbcaa3b7d360fd702"
 subdirectory = "tools/connection-retriever"
 
 [[package]]
@@ -1208,25 +1209,25 @@ files = [
 
 [[package]]
 name = "google-api-core"
-version = "2.19.1"
+version = "2.20.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.19.1.tar.gz", hash = "sha256:f4695f1e3650b316a795108a76a1c416e6afb036199d1c1f1f110916df479ffd"},
-    {file = "google_api_core-2.19.1-py3-none-any.whl", hash = "sha256:f12a9b8309b5e21d92483bbd47ce2c445861ec7d269ef6784ecc0ea8c1fa6125"},
+    {file = "google_api_core-2.20.0-py3-none-any.whl", hash = "sha256:ef0591ef03c30bb83f79b3d0575c3f31219001fc9c5cf37024d08310aeffed8a"},
+    {file = "google_api_core-2.20.0.tar.gz", hash = "sha256:f74dff1889ba291a4b76c5079df0711810e2d9da81abfdc99957bc961c1eb28f"},
 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
@@ -1239,13 +1240,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.34.0"
+version = "2.35.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.34.0-py2.py3-none-any.whl", hash = "sha256:72fd4733b80b6d777dcde515628a9eb4a577339437012874ea286bca7261ee65"},
-    {file = "google_auth-2.34.0.tar.gz", hash = "sha256:8eb87396435c19b20d32abd2f984e31c191a15284af72eb922f10e5bde9c04cc"},
+    {file = "google_auth-2.35.0-py2.py3-none-any.whl", hash = "sha256:25df55f327ef021de8be50bad0dfd4a916ad0de96da86cd05661c9297723ad3f"},
+    {file = "google_auth-2.35.0.tar.gz", hash = "sha256:f4c64ed4e01e8e8b646ef34c018f8bf3338df0c8e37d8b3bba40e7f574a3278a"},
 ]
 
 [package.dependencies]
@@ -1312,30 +1313,30 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.25.0"
+version = "3.26.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.25.0.tar.gz", hash = "sha256:5b2aff3205a854481117436836ae1403f11f2594e6810a98886afd57eda28509"},
-    {file = "google_cloud_bigquery-3.25.0-py2.py3-none-any.whl", hash = "sha256:7f0c371bc74d2a7fb74dacbc00ac0f90c8c2bec2289b51dd6685a275873b1ce9"},
+    {file = "google_cloud_bigquery-3.26.0-py2.py3-none-any.whl", hash = "sha256:e0e9ad28afa67a18696e624cbccab284bf2c0a3f6eeb9eeb0426c69b943793a8"},
+    {file = "google_cloud_bigquery-3.26.0.tar.gz", hash = "sha256:edbdc788beea659e04c0af7fe4dcd6d9155344b98951a0d5055bd2f15da4ba23"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=2.11.1,<3.0.0dev", extras = ["grpc"]}
 google-auth = ">=2.14.1,<3.0.0dev"
-google-cloud-core = ">=1.6.0,<3.0.0dev"
-google-resumable-media = ">=0.6.0,<3.0dev"
+google-cloud-core = ">=2.4.1,<3.0.0dev"
+google-resumable-media = ">=2.0.0,<3.0dev"
 packaging = ">=20.0.0"
-python-dateutil = ">=2.7.2,<3.0dev"
+python-dateutil = ">=2.7.3,<3.0dev"
 requests = ">=2.21.0,<3.0.0dev"
 
 [package.extras]
-all = ["Shapely (>=1.8.4,<3.0.0dev)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
-bigquery-v2 = ["proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)"]
+all = ["Shapely (>=1.8.4,<3.0.0dev)", "bigquery-magics (>=0.1.0)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
+bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)"]
 bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
 geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
-ipython = ["ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)"]
+ipython = ["bigquery-magics (>=0.1.0)"]
 ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
 opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
 pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"]
@@ -1379,26 +1380,26 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-cloud-logging"
-version = "3.11.1"
+version = "3.11.2"
 description = "Stackdriver Logging API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_logging-3.11.1-py2.py3-none-any.whl", hash = "sha256:9b2403bce5e4faf30c8a8756f85529bb14a28991dd2cedde49c488dd56076a26"},
-    {file = "google_cloud_logging-3.11.1.tar.gz", hash = "sha256:a70f33d17a70237ea8b63409e07dd14adaedec93fbf52550be4f51d347c67918"},
+    {file = "google_cloud_logging-3.11.2-py2.py3-none-any.whl", hash = "sha256:0a755f04f184fbe77ad608258dc283a032485ebb4d0e2b2501964059ee9c898f"},
+    {file = "google_cloud_logging-3.11.2.tar.gz", hash = "sha256:4897441c2b74f6eda9181c23a8817223b6145943314a821d64b729d30766cb2b"},
 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
-google-cloud-appengine-logging = ">=0.1.0,<2.0.0dev"
-google-cloud-audit-log = ">=0.1.0,<1.0.0dev"
+google-cloud-appengine-logging = ">=0.1.3,<2.0.0dev"
+google-cloud-audit-log = ">=0.2.4,<1.0.0dev"
 google-cloud-core = ">=2.0.0,<3.0.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
-opentelemetry-api = ">=1.0.0"
+opentelemetry-api = ">=1.9.0"
 proto-plus = [
-    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
     {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
+    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 
@@ -1422,79 +1423,38 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-crc32c"
-version = "1.5.0"
+version = "1.6.0"
 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.65.5)"]
+protobuf = ["grpcio-tools (>=1.66.2)"]
 
 [[package]]
 name = "grpcio-status"
-version = "1.65.5"
+version = "1.66.2"
 description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.65.5"
+grpcio = ">=1.66.2"
 protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
@@ -1775,13 +1759,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.6"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1792,17 +1776,17 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.27.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1817,6 +1801,7 @@ brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "hyperframe"
@@ -1831,24 +1816,27 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
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 ]
 
+[package.extras]
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+
 [[package]]
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+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -2034,19 +2022,21 @@ extended-testing = ["jinja2 (>=3,<4)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.99"
+version = "0.1.132"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
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 python-versions = "<4.0,>=3.8.1"
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 ]
 
 [package.dependencies]
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 pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
 requests = ">=2,<3"
+requests-toolbelt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "ldap3"
@@ -2088,71 +2078,72 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "markupsafe"
-version = "2.1.5"
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 description = "Safely add untrusted strings to HTML/XML markup."
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-python-versions = ">=3.7"
+python-versions = ">=3.9"
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 [package.dependencies]
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     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
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 [[package]]
 name = "pandas-stubs"
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+version = "2.2.2.240909"
 description = "Type annotations for pandas"
 optional = false
-python-versions = ">=3.9"
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 [[package]]
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-type = ["mypy (>=1.8)"]
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 [[package]]
 name = "pluggy"
@@ -2863,6 +2873,113 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
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 [package.dependencies]
@@ -3121,19 +3238,19 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.8.0"
+version = "2.9.0"
 description = "JSON Web Token implementation in Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
@@ -3183,13 +3300,13 @@ test = ["pretend", "pytest (>=3.0.1)", "pytest-rerunfailures"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.2"
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 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
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 python-versions = ">=3.6.8"
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 [package.extras]
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+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
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 python-versions = ">=3.8"
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 [package.dependencies]
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 [[package]]
@@ -3552,20 +3673,35 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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+
+[package.dependencies]
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+
 [[package]]
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+version = "13.9.2"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
-python-versions = ">=3.7.0"
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 [package.dependencies]
 markdown-it-py = ">=2.2.0"
 pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
@@ -3663,28 +3799,29 @@ files = [
 
 [[package]]
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-version = "0.3.7"
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 optional = false
 python-versions = ">=3.7"
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 [[package]]
@@ -3717,18 +3854,18 @@ asn1crypto = ">=1.5.1"
 
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-version = "2.3.2"
+version = "2.3.3"
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 python-dateutil = ">=2.2,<3.0"
 requests = ">=2.7,<3.0"
 
@@ -3761,19 +3898,23 @@ tests = ["coverage[toml] (>=5.0.2)", "pytest"]
 
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 [[package]]
 name = "six"
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 [package.extras]
@@ -3937,13 +4078,13 @@ files = [
 
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 [[package]]
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 [package.dependencies]
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 [[package]]
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 [package.extras]
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 [[package]]
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 [package.dependencies]
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+    {file = "yarl-1.14.0-py3-none-any.whl", hash = "sha256:c8ed4034f0765f8861620c1f2f2364d2e58520ea288497084dae880424fc0d9f"},
+    {file = "yarl-1.14.0.tar.gz", hash = "sha256:88c7d9d58aab0724b979ab5617330acb1c7030b79379c8138c1c8c94e121d1b3"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [[package]]
 name = "zipp"
-version = "3.20.0"
+version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
-    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "zstandard"
@@ -4446,4 +4594,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10,<3.12"
-content-hash = "5a9b833a4fd53cd81d5d767ea99a2ca694c421c8b0e85cbd551e98b10ec3cd5a"
+content-hash = "6a8536d3325fd108c7d0319faf11eac7c49cd9396087c58e53f0c9921f65fbd9"
diff --git a/airbyte-ci/connectors/live-tests/pyproject.toml b/airbyte-ci/connectors/live-tests/pyproject.toml
index e5504fdd58ae..510947bdd5d0 100644
--- a/airbyte-ci/connectors/live-tests/pyproject.toml
+++ b/airbyte-ci/connectors/live-tests/pyproject.toml
@@ -46,7 +46,7 @@ python-slugify = ">=8.0.4"
 
 
 [tool.poetry.group.dev.dependencies]
-ruff = "^0.3.0"
+ruff = "^0.6"
 mypy = "^1.8.0"
 types-cachetools = "^5.3.0.7"
 pandas-stubs = "^2.2.0.240218"
@@ -55,6 +55,8 @@ types-pyyaml = "^6.0.12.20240311"
 
 [tool.ruff.lint]
 select = ["I", "F"]
+target-version = "py310"
+line-length = 140
 
 [tool.ruff.lint.isort]
 known-first-party = ["connection-retriever"]
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py
index 0e7213466001..6c6c56f313d4 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py
@@ -1,8 +1,6 @@
 #
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
 #
-from __future__ import annotations
-
 import datetime
 import json
 import logging
@@ -10,7 +8,6 @@
 import subprocess
 import uuid
 from pathlib import Path
-from typing import Optional
 
 import anyio
 import asyncer
@@ -32,7 +29,7 @@ def __init__(
         dagger_client: dagger.Client,
         execution_inputs: ExecutionInputs,
         is_airbyte_ci: bool,
-        http_proxy: Optional[Proxy] = None,
+        http_proxy: Proxy | None = None,
     ):
         self.connector_under_test = execution_inputs.connector_under_test
         self.command = execution_inputs.command
@@ -49,6 +46,9 @@ def __init__(
         self.http_proxy = http_proxy
         self.logger = logging.getLogger(f"{self.connector_under_test.name}-{self.connector_under_test.version}")
         self.dagger_client = dagger_client.pipeline(f"{self.connector_under_test.name}-{self.connector_under_test.version}")
+
+        # When invoked via airbyte-ci, record_obfuscator.py is copied over to /tmp
+        # but when running locally, it's in Airbyte repo root.
         if is_airbyte_ci:
             self.host_obfuscator_path = "/tmp/record_obfuscator.py"
         else:
@@ -68,6 +68,7 @@ def stderr_file_path(self) -> Path:
         return (self.output_dir / "stderr.log").resolve()
 
     def _get_full_command(self, command: Command) -> list[str]:
+        """Returns a list with a full Airbyte command invocation and all it's arguments and options."""
         if command is Command.SPEC:
             return ["spec"]
         elif command is Command.CHECK:
@@ -95,10 +96,10 @@ def _get_full_command(self, command: Command) -> list[str]:
         else:
             raise NotImplementedError(f"The connector runner does not support the {command} command")
 
-    async def get_container_env_variable_value(self, name: str) -> Optional[str]:
+    async def get_container_env_variable_value(self, name: str) -> str | None:
         return await self._connector_under_test_container.env_variable(name)
 
-    async def get_container_label(self, label: str) -> Optional[str]:
+    async def get_container_label(self, label: str) -> str | None:
         return await self._connector_under_test_container.label(label)
 
     async def get_container_entrypoint(self) -> str:
@@ -118,12 +119,14 @@ async def _run(
         container = self._connector_under_test_container
         # Do not cache downstream dagger layers
         container = container.with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-        expanded_host_executable_path = os.path.expanduser(self.host_obfuscator_path)
 
+        # When running locally, it's likely that record_obfuscator is within the user's home directory, so we expand it.
+        expanded_host_executable_path = os.path.expanduser(self.host_obfuscator_path)
         container = container.with_file(
             self.IN_CONTAINER_OBFUSCATOR_PATH,
             self.dagger_client.host().file(expanded_host_executable_path),
         )
+
         for env_var_name, env_var_value in self.environment_variables.items():
             container = container.with_env_variable(env_var_name, env_var_value)
         if self.config:
@@ -144,7 +147,7 @@ async def _run(
             entrypoint = await container.entrypoint()
             assert entrypoint, "The connector container has no entrypoint"
             airbyte_command = entrypoint + self.full_command
-            # We are piping the output to a file to avoidQueryError: file size exceeds limit 134217728
+            # We are piping the output to a file to avoid QueryError: file size exceeds limit 134217728
             container = container.with_exec(
                 [
                     "sh",
@@ -174,6 +177,7 @@ async def _run(
             self.logger.error(f"❌ Failed to run {self.command.value} command")
         else:
             self.logger.info(f"⌛ Finished running {self.command.value} command")
+
         execution_result = await ExecutionResult.load(
             command=self.command,
             connector_under_test=self.connector_under_test,
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py
index cb13b4ab629e..402429cfb2d5 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py
@@ -1,5 +1,4 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
 
 
 class ExportError(Exception):
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py
index 2edf391d1568..79a69cdda61b 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py
@@ -1,6 +1,4 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 from enum import Enum
 
 
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py
index 032a80ebee23..8e2c893b85cd 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py
@@ -1,6 +1,4 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 from urllib.parse import parse_qs, urlencode, urlparse
 
 from mitmproxy import http
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py
index 469ca62a7854..cdd7af87651b 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py
@@ -1,6 +1,4 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 import json
 import logging
 import tempfile
@@ -149,12 +147,20 @@ class ActorType(Enum):
 
 
 class ConnectionSubset(Enum):
+    """Signals which connection pool to consider for this live test — just the Airbyte sandboxes, or all possible connctions on Cloud."""
+
     SANDBOXES = "sandboxes"
     ALL = "all"
 
 
 @dataclass
 class ConnectorUnderTest:
+    """Represents a connector being tested.
+    In validation tests, there would be one connector under test.
+    When running regression tests, there would be two connectors under test: the target and the control versions of the same connector.
+    """
+
+    # connector image, assuming it's in the format "airbyte/{actor_type}-{connector_name}:{version}"
     image_name: str
     container: dagger.Container
     target_or_control: TargetOrControl
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py
index c16666763052..8c616ab060db 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py
@@ -1,9 +1,6 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 import logging
 import uuid
-from typing import Optional
 
 import dagger
 
@@ -12,7 +9,8 @@
 
 class Proxy:
     """
-    This class is a wrapper around a mitmproxy container. It allows to declare a mitmproxy container, bind it as a service to a different container and retrieve the mitmproxy stream file.
+    This class is a wrapper around a mitmproxy container. It allows to declare a mitmproxy container,
+    bind it as a service to a different container and retrieve the mitmproxy stream file.
     """
 
     MITMPROXY_IMAGE = "mitmproxy/mitmproxy:10.2.4"
@@ -25,7 +23,7 @@ def __init__(
         dagger_client: dagger.Client,
         hostname: str,
         session_id: str,
-        stream_for_server_replay: Optional[dagger.File] = None,
+        stream_for_server_replay: dagger.File | None = None,
     ) -> None:
         self.dagger_client = dagger_client
         self.hostname = hostname
@@ -142,14 +140,14 @@ async def bind_container(self, container: dagger.Container) -> dagger.Container:
             logging.warn(f"Failed to bind container to proxy: {e}")
             return container
 
-    async def retrieve_http_dump(self) -> Optional[dagger.File]:
+    async def retrieve_http_dump(self) -> dagger.File | None:
         """We mount the cache volume, where the mitmproxy container saves the stream file, to a fresh container.
         We then copy the stream file to a new directory and return it as a dagger.File.
         The copy operation to /to_export is required as Dagger does not support direct access to files in cache volumes.
 
 
         Returns:
-            Optional[dagger.File]: The mitmproxy stream file if it exists, None otherwise.
+            dagger.File | None: The mitmproxy stream file if it exists, None otherwise.
         """
         container = (
             self.dagger_client.container()
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py
index 05e6591d4995..dab6576057b0 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py
@@ -1,6 +1,4 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 import logging
 
 from google.api_core.exceptions import PermissionDenied
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py
index a57a2aa542bb..1dfa5ae5b5bd 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py
@@ -1,6 +1,4 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 import logging
 import os
 from importlib.metadata import version
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py b/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py
index b9caad4c33fb..ee356b52b08b 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py
@@ -1,5 +1,4 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
 
 import logging
 import os
@@ -316,7 +315,7 @@ def prompt_for_read_with_or_without_state() -> bool:
     📖 Do you want to run the read command with or without state?
     1. Run the read command with state
     2. Run the read command without state
-                              
+
     We recommend reading with state to properly test incremental sync.
     But if the target version introduces a breaking change in the state, you might want to run without state.
     """
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/report.py b/airbyte-ci/connectors/live-tests/src/live_tests/report.py
index 6d1da72984ca..5652d4ea4fc5 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/report.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/report.py
@@ -1,7 +1,5 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
 
-from __future__ import annotations
-
 import datetime
 import json
 from collections import defaultdict
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py b/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py
index 493182e264d0..e4af9a6753b8 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py
@@ -1,6 +1,4 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
 from pathlib import Path
 
 import pytest
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/utils.py b/airbyte-ci/connectors/live-tests/src/live_tests/utils.py
index 68d6ea7cc585..8c8e039ebbb5 100644
--- a/airbyte-ci/connectors/live-tests/src/live_tests/utils.py
+++ b/airbyte-ci/connectors/live-tests/src/live_tests/utils.py
@@ -34,6 +34,8 @@ def filter_records(messages: Iterable[AirbyteMessage]) -> Iterable[AirbyteMessag
 
 
 def write_string_to_test_artifact(request: SubRequest, content: str, filename: str, subdir: Optional[Path] = None) -> Path:
+    # StashKey (in this case TEST_ARTIFACT_DIRECTORY) defines the output class of this,
+    # so this is already a Path.
     test_artifact_directory = request.config.stash[stash_keys.TEST_ARTIFACT_DIRECTORY]
     if subdir:
         test_artifact_directory = test_artifact_directory / subdir
@@ -69,13 +71,13 @@ def get_and_write_diff(
             request,
             formatted_diff_json,
             f"{filepath}_text.txt",
-            subdir=request.node.name,
+            subdir=Path(request.node.name),
         )
         diff_path_pretty = write_string_to_test_artifact(
             request,
             str(diff.pretty()),
             f"{filepath}_pretty.txt",
-            subdir=request.node.name,
+            subdir=Path(request.node.name),
         )
 
         logger.info(f"Diff file are stored in {diff_path_tree}, {diff_path_text}, and {diff_path_pretty}.")
@@ -128,7 +130,7 @@ def tail_file(file_path: Path, n: int = MAX_LINES_IN_REPORT) -> list[str]:
 
 def is_successful_check(execution_result: ExecutionResult) -> bool:
     for message in execution_result.airbyte_messages:
-        if message.type is Type.CONNECTION_STATUS and message.connectionStatus.status is Status.SUCCEEDED:
+        if message.type is Type.CONNECTION_STATUS and message.connectionStatus and message.connectionStatus.status is Status.SUCCEEDED:
             return True
     return False