diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 0000000..dd960f0
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,91 @@
+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python Debugger: Current File",
+            "type": "debugpy",
+            "request": "launch",
+            "program": "${file}",
+            "console": "integratedTerminal"
+        },
+        {
+            "name": "Debug: All Tests (pytest)",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "pytest",
+            "args": [
+                "tests/",
+                "-v",
+                "--tb=short"
+            ],
+            "console": "integratedTerminal",
+            "cwd": "${workspaceFolder}",
+            "env": {
+                "PYTHONPATH": "${workspaceFolder}"
+            },
+            "justMyCode": false
+        },
+        {
+            "name": "Debug: Current Test File (pytest)",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "pytest",
+            "args": [
+                "${file}",
+                "-v",
+                "--tb=short"
+            ],
+            "console": "integratedTerminal",
+            "cwd": "${workspaceFolder}",
+            "env": {
+                "PYTHONPATH": "${workspaceFolder}"
+            },
+            "justMyCode": false
+        },
+        {
+            "name": "Debug: Specific Test Function",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "pytest",
+            "args": [
+                "${file}::${input:testFunction}",
+                "-v",
+                "--tb=short"
+            ],
+            "console": "integratedTerminal",
+            "cwd": "${workspaceFolder}",
+            "env": {
+                "PYTHONPATH": "${workspaceFolder}"
+            },
+            "justMyCode": false
+        },
+        {
+            "name": "Debug: Unit Tests Only",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "pytest",
+            "args": [
+                "tests/unit/",
+                "-v",
+                "--tb=short"
+            ],
+            "console": "integratedTerminal",
+            "cwd": "${workspaceFolder}",
+            "env": {
+                "PYTHONPATH": "${workspaceFolder}"
+            },
+            "justMyCode": false
+        }
+    ],
+    "inputs": [
+        {
+            "id": "testFunction",
+            "description": "Enter the test function name (e.g., TestClass::test_method or test_function)",
+            "default": "",
+            "type": "promptString"
+        }
+    ]
+}
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..b792de6
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,5 @@
+{
+    "python.testing.pytestArgs": [
+        "tests"
+    ]
+}
diff --git a/Pipfile b/Pipfile
index 3569f64..313562d 100644
--- a/Pipfile
+++ b/Pipfile
@@ -5,8 +5,9 @@ verify_ssl = true
 
 [dev-packages]
 requests-mock = "~=1.10"
-pytest = "~=6.0"
+pytest = "~=7.0"
 pytest-mock = "~=3.3"
+pytest-cov = "~=7.0"
 boto3 = "~=1.17"
 coverage = "~=7.0"
 
diff --git a/Pipfile.lock b/Pipfile.lock
index 99e5c26..a19ec6f 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "bcc4915342e779d04aefa5d634239ecc11d730af56232b0aa178714e59a5bd8a"
+            "sha256": "a90e4fdfff5a69ef3c8090346bc695c8311a3380daaf1c80d7cdef6fa8b86037"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,138 +18,112 @@
     "default": {
         "certifi": {
             "hashes": [
-                "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
-                "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
+                "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de",
+                "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2024.8.30"
+            "markers": "python_version >= '3.7'",
+            "version": "==2025.10.5"
         },
         "charset-normalizer": {
             "hashes": [
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-                "sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912",
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+            "version": "==3.4.3"
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-            "version": "==2.0.11"
+            "version": "==2.0.12"
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@@ -177,11 +151,11 @@
         },
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+                "sha256:fc04cc7a3db33664e0c2d10eb8990ff6b3536f6842c9590ae8da4c614b9ed05a",
+                "sha256:fff7b9c3f19957020cac546c70025331113d2e61537f6e2441bc7657913de7d3"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==7.6.1"
+            "markers": "python_version >= '3.9'",
+            "version": "==7.10.7"
         },
         "idna": {
             "hashes": [
@@ -519,11 +505,11 @@
         },
         "iniconfig": {
             "hashes": [
-                "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
-                "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
+                "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7",
+                "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.0.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.1.0"
         },
         "jmespath": {
             "hashes": [
@@ -535,45 +521,46 @@
         },
         "packaging": {
             "hashes": [
-                "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002",
-                "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"
+                "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484",
+                "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==24.1"
+            "version": "==25.0"
         },
         "pluggy": {
             "hashes": [
-                "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1",
-                "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
+                "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3",
+                "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.5.0"
+            "markers": "python_version >= '3.9'",
+            "version": "==1.6.0"
         },
-        "py": {
+        "pytest": {
             "hashes": [
-                "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719",
-                "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"
+                "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280",
+                "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==1.11.0"
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==7.4.4"
         },
-        "pytest": {
+        "pytest-cov": {
             "hashes": [
-                "sha256:131b36680866a76e6781d13f101efb86cf674ebb9762eb70d3082b6f29889e89",
-                "sha256:7310f8d27bc79ced999e760ca304d69f6ba6c6649c0b60fb0e04a4a77cacc134"
+                "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1",
+                "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.6'",
-            "version": "==6.2.5"
+            "markers": "python_version >= '3.9'",
+            "version": "==7.0.0"
         },
         "pytest-mock": {
             "hashes": [
-                "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f",
-                "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"
+                "sha256:0a25e2eb88fe5168d535041d09a4529a188176ae608a6d249ee65abc0949630d",
+                "sha256:1849a238f6f396da19762269de72cb1814ab44416fa73a8686deac10b0d87a0f"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==3.14.0"
+            "markers": "python_version >= '3.9'",
+            "version": "==3.15.1"
         },
         "python-dateutil": {
             "hashes": [
@@ -585,11 +572,11 @@
         },
         "requests": {
             "hashes": [
-                "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760",
-                "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"
+                "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6",
+                "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.32.3"
+            "markers": "python_version >= '3.9'",
+            "version": "==2.32.5"
         },
         "requests-mock": {
             "hashes": [
@@ -602,27 +589,19 @@
         },
         "s3transfer": {
             "hashes": [
-                "sha256:263ed587a5803c6c708d3ce44dc4dfedaab4c1a32e8329bab818933d79ddcf5d",
-                "sha256:4f50ed74ab84d474ce614475e0b8d5047ff080810aac5d01ea25231cfc944b0c"
+                "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456",
+                "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.10.3"
+            "markers": "python_version >= '3.9'",
+            "version": "==0.14.0"
         },
         "six": {
             "hashes": [
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-                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
+                "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274",
+                "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
-            "version": "==1.16.0"
-        },
-        "toml": {
-            "hashes": [
-                "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
-                "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
-            ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
-            "version": "==0.10.2"
+            "version": "==1.17.0"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..cdbaa23
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,4 @@
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+python_paths = ["set_tags"]
+addopts = "-v --tb=short"
diff --git a/set_tags/__init__.py b/set_tags/__init__.py
new file mode 100644
index 0000000..e293262
--- /dev/null
+++ b/set_tags/__init__.py
@@ -0,0 +1 @@
+# This file makes set_tags a Python package