diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 0000000..650b512
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,5 @@
+[run]
+relative_files = True
+
+# Use 'source' instead of 'omit' in order to ignore 'tests/unit/__init__.py'
+source = ssm_param
diff --git a/.github/workflows/periodic.yaml b/.github/workflows/periodic.yaml
new file mode 100644
index 0000000..7b65c1d
--- /dev/null
+++ b/.github/workflows/periodic.yaml
@@ -0,0 +1,11 @@
+name: periodic
+
+on:
+  # Run once a month
+  schedule:
+    - cron: '30 16 15 * *'  # 16:30 UTC (9:30 PST) on the 15th of the month
+
+jobs:
+  # Check that our current dependencies still work
+  dependency-check:
+    uses: "./.github/workflows/test.yaml"
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 46dde0f..109454b 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -26,7 +26,9 @@ jobs:
           python-version: 3.9
       - run: pip install -U pipenv
       - run: pipenv install --dev
-      - run: pipenv run python3 -m pytest tests/ -vv
+      - run: pipenv run coverage run -m pytest tests/ -svv
+      - name: upload coverage to coveralls
+        uses: coverallsapp/github-action@v2
 
   sam-build-and-lint:
     runs-on: ubuntu-latest
diff --git a/Pipfile b/Pipfile
index 6be60b5..7cee75f 100644
--- a/Pipfile
+++ b/Pipfile
@@ -11,10 +11,11 @@ requests-mock = "~=1.8"
 pre-commit = "~=2.20"
 aws-sam-cli = "~=1.55"
 awscli = "~=1.25"
+coverage = "~=7.0"
 
 [packages]
-crhelper = "~=2.0.11"
-synapseclient = "~=2.6.0"
+crhelper = "~=2.0"
+synapseclient = "~=2.6"
 
 [requires]
 python_version = "3.9"
diff --git a/Pipfile.lock b/Pipfile.lock
index 45f0886..9bb6b99 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "0ced177f033b4773c52ff184bce89573445f1a9b7433101ad1e93f19b437f24e"
+            "sha256": "c83a17714bf934697539e8730d24dd178cb3f87c0cb96360916f041fd04b311c"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -26,84 +26,99 @@
         },
         "charset-normalizer": {
             "hashes": [
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+                "sha256:d97d85fa63f315a8bdaba2af9a6a686e0eceab77b3089af45133252618e70884",
+                "sha256:db756e48f9c5c607b5e33dd36b1d5872d0422e960145b08ab0ec7fd420e9d649",
+                "sha256:dc45229747b67ffc441b3de2f3ae5e62877a282ea828a5bdb67883c4ee4a8810",
+                "sha256:e0fc42822278451bc13a2e8626cf2218ba570f27856b536e00cfa53099724828",
+                "sha256:e39c7eb31e3f5b1f88caff88bcff1b7f8334975b46f6ac6e9fc725d829bc35d4",
+                "sha256:e46cd37076971c1040fc8c41273a8b3e2c624ce4f2be3f5dfcb7a430c1d3acc2",
+                "sha256:e5c1502d4ace69a179305abb3f0bb6141cbe4714bc9b31d427329a95acfc8bdd",
+                "sha256:edfe077ab09442d4ef3c52cb1f9dab89bff02f4524afc0acf2d46be17dc479f5",
+                "sha256:effe5406c9bd748a871dbcaf3ac69167c38d72db8c9baf3ff954c344f31c4cbe",
+                "sha256:f0d1e3732768fecb052d90d62b220af62ead5748ac51ef61e7b32c266cac9293",
+                "sha256:f5969baeaea61c97efa706b9b107dcba02784b1601c74ac84f2a532ea079403e",
+                "sha256:f8888e31e3a85943743f8fc15e71536bda1c81d5aa36d014a3c0c44481d7db6e",
+                "sha256:fc52b79d83a3fe3a360902d3f5d79073a993597d48114c29485e9431092905d8"
             ],
             "markers": "python_full_version >= '3.7.0'",
-            "version": "==3.2.0"
+            "version": "==3.3.0"
         },
         "crhelper": {
             "hashes": [
@@ -131,11 +146,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb",
-                "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"
+                "sha256:8a8a81bcf996e74fee46f0d16bd3eaa382a7eb20fd82445c3ad11f4090334116",
+                "sha256:dd0173e8f150d6815e098fd354f6414b0f079af4644ddfe90c71e2fc6174346d"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==6.8.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.13.0"
         },
         "keyring": {
             "hashes": [
@@ -155,20 +170,20 @@
         },
         "synapseclient": {
             "hashes": [
-                "sha256:4dae5cac78c2d5d88dc54796b403c55db7808488ffad4e1e8569fde9d1650a61",
-                "sha256:ab204f88199eb4260473083a176e5546d2ef7f37bb28772810d3081e27a63565"
+                "sha256:dc5a61f9f495109a0c89aa7d42b641b6ff278280d7961fb450dd5015704fe15b",
+                "sha256:dd8b1a1b4667d08311bb651469431f43fe2eeab83c0ef1fe5a03c2929aeb26cd"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==2.6.0"
+            "version": "==2.7.2"
         },
         "urllib3": {
             "hashes": [
-                "sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594",
-                "sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e"
+                "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07",
+                "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.0.5"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.26.18"
         },
         "wrapt": {
             "hashes": [
@@ -261,13 +276,21 @@
         }
     },
     "develop": {
+        "annotated-types": {
+            "hashes": [
+                "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43",
+                "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.6.0"
+        },
         "arrow": {
             "hashes": [
-                "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1",
-                "sha256:5a49ab92e3b7b71d96cd6bfcc4df14efefc9dfa96ea19045815914a6ab6b1fe2"
+                "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80",
+                "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==1.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.0"
         },
         "attrs": {
             "hashes": [
@@ -279,37 +302,37 @@
         },
         "aws-lambda-builders": {
             "hashes": [
-                "sha256:18df6b852e56d6754422d37b7c7a4637cbcc9e91e329955812424aefcc716f24",
-                "sha256:e34e2b11dacb7d177e710edce7521dced3b5ee55595ffaffc058922e029907ab"
+                "sha256:c0ea144878e1a802b6face83c3342d0af02e2cbe9d083fc6cce547c2bd5bcc20",
+                "sha256:f9009838b5c238b64ab92c4f32110444c92bd51d6c735e652d850f6b3b8f9ec2"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.37.0"
+            "version": "==1.38.0"
         },
         "aws-sam-cli": {
             "hashes": [
-                "sha256:204b7c240de24b466169310a7873492ca2ce39f0f643745867663ad6ea62ff1b",
-                "sha256:3c35f1c29b964e93655ad031e23cef9d1ced275c7360c92aabd8bad58290e06c"
+                "sha256:4fb4f2c24ceb7fb86d5db25c714ccbc5f40fa7a2a4f664202396653ce3a6397e",
+                "sha256:80f821fa42540470dc1a331352276edcbd2bf190cdf4a245d6239c3976623789"
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             "index": "pypi",
             "markers": "python_version >= '3.7' and python_version != '4.0' and python_version <= '4.0'",
-            "version": "==1.97.0"
+            "version": "==1.98.0"
         },
         "aws-sam-translator": {
             "hashes": [
-                "sha256:bfa7cad3a78f002edeec5e39fd61b616cf84f34f61010c5dc2f7a76845fe7a02",
-                "sha256:c0132b065d743773fcd2573ed1ae60e0129fa46043fad76430261b098a811924"
+                "sha256:02bad7636356438b439c8e0ef0195618e3b7b67b6dfbf675b1627d6fd84b2910",
+                "sha256:18c83abcae594de084947befb9c80f689f8b99ece2d38729d27a9cea634da15c"
             ],
             "markers": "python_version >= '3.7' and python_version != '4.0' and python_version <= '4.0'",
-            "version": "==1.73.0"
+            "version": "==1.75.0"
         },
         "awscli": {
             "hashes": [
-                "sha256:211b6703d8dfb696ab3d8199a94a227819a62bed6337f3caab7339099a4475a8",
-                "sha256:dcbf7d67d1b89069bf287f422a7a62b7747773377f04de2bb4105c41977119e5"
+                "sha256:828cbfe4cf8dda63aa520a7b2b0455c2978bbe000558364df04e1b3d1b83abeb",
+                "sha256:ad7c14978e054337b6141006fd479f0cb809ac11f9577a510cdd8cc53453cfb6"
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             "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==1.29.52"
+            "version": "==1.29.65"
         },
         "binaryornot": {
             "hashes": [
@@ -320,19 +343,19 @@
         },
         "blinker": {
             "hashes": [
-                "sha256:4afd3de66ef3a9f8067559fb7a1cbe555c17dcbe15971b05d1b625c3e7abe213",
-                "sha256:c3d739772abb7bc2860abf5f2ec284223d9ad5c76da018234f6f50d6f31ab1f0"
+                "sha256:152090d27c1c5c722ee7e48504b02d76502811ce02e1523553b4cf8c8b3d3a8d",
+                "sha256:296320d6c28b006eb5e32d4712202dbcdcbf5dc482da298c2f44881c43884aaa"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.6.2"
+            "version": "==1.6.3"
         },
         "boto3": {
             "hashes": [
-                "sha256:1d36db102517d62c6968b3b0636303241f56859d12dd071def4882fc6e030b20",
-                "sha256:a34fc153cb2f6fb2f79a764286c967392e8aae9412381d943bddc576c4f7631a"
+                "sha256:9d52a1605657aeb5b19b09cfc01d9a92f88a616a5daf5479a59656d6341ea6b3",
+                "sha256:ff3d0116e0ca6c096547652390025780eace3a28f6c04c9ffbf38448f1e5a87b"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.28.52"
+            "version": "==1.28.65"
         },
         "boto3-stubs": {
             "extras": [
@@ -350,27 +373,27 @@
                 "xray"
             ],
             "hashes": [
-                "sha256:3baa1d11f0cf6a5f15801baab38bb000a5dd7653466be4511ee40a8dcf156f95",
-                "sha256:ced704f94b275f498c1213d6d5fa912dc97286c835d99809ec40388ee44bc622"
+                "sha256:5121b26e4c4bb8adc7ac1a19dd27d3bfe236b18bec2ace5f987b9df6e2511cd3",
+                "sha256:530437c949b35e70613667d50c04ff3a41512ad03c3295851cc2c58a7309928d"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.28.38"
+            "version": "==1.28.55"
         },
         "botocore": {
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-                "sha256:6d09881c5a8be34b497872ca3936f8757d886a6f42f2a8703411928189cfedc0"
+                "sha256:90716c6f1af97e5c2f516e9a3379767ebdddcc6cbed79b026fa5038ce4e5e43e",
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             "markers": "python_version >= '3.7'",
-            "version": "==1.31.52"
+            "version": "==1.31.65"
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         "botocore-stubs": {
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-                "sha256:2fa9b78c7a335a94d918079773dc3198786de741586187d847a8710b9c337009"
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-            "version": "==1.31.52"
+            "version": "==1.31.65"
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         "certifi": {
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@@ -382,72 +405,61 @@
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@@ -663,11 +749,11 @@
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@@ -679,11 +765,11 @@
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@@ -709,13 +795,6 @@
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@@ -758,11 +837,19 @@
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@@ -869,10 +956,10 @@
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@@ -890,17 +977,17 @@
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@@ -932,17 +1019,17 @@
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@@ -962,11 +1049,11 @@
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@@ -1212,99 +1344,107 @@
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@@ -1340,62 +1585,61 @@
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-                "sha256:ecdf1a604009bd35c674b9225a8fa609e0282d9b896c03dd441a91e5f53b534e",
-                "sha256:efa08d63ef03d079dcae1dfe334f6c8847ba8b645d08df286358b1f5293d24ab",
-                "sha256:f01da5790e95815eb5a8a138508c01c758e5f5bc0ce4286c4f7028b8dd7ac3d0",
-                "sha256:f34019dced51047d6f70cb9383b2ae2853b7fc4dce65129a5acd49f4f9256646",
-                "sha256:f6d3d39611ac2e4f62c3128a9eed45f19a6608670c5a2f4f07f24e8de3441d38"
-            ],
-            "markers": "python_version < '3.12' and platform_python_implementation == 'CPython'",
-            "version": "==0.2.7"
+                "sha256:03d1162b6d1df1caa3a4bd27aa51ce17c9afc2046c31b0ad60a0a96ec22f8001",
+                "sha256:07238db9cbdf8fc1e9de2489a4f68474e70dffcb32232db7c08fa61ca0c7c462",
+                "sha256:1b617618914cb00bf5c34d4357c37aa15183fa229b24767259657746c9077615",
+                "sha256:25ac8c08322002b06fa1d49d1646181f0b2c72f5cbc15a85e80b4c30a544bb15",
+                "sha256:25c515e350e5b739842fc3228d662413ef28f295791af5e5110b543cf0b57d9b",
+                "sha256:3f215c5daf6a9d7bbed4a0a4f760f3113b10e82ff4c5c44bec20a68c8014f675",
+                "sha256:3fcc54cb0c8b811ff66082de1680b4b14cf8a81dce0d4fbf665c2265a81e07a1",
+                "sha256:53a300ed9cea38cf5a2a9b069058137c2ca1ce658a874b79baceb8f892f915a7",
+                "sha256:56f4252222c067b4ce51ae12cbac231bce32aee1d33fbfc9d17e5b8d6966c312",
+                "sha256:665f58bfd29b167039f714c6998178d27ccd83984084c286110ef26b230f259f",
+                "sha256:700e4ebb569e59e16a976857c8798aee258dceac7c7d6b50cab63e080058df91",
+                "sha256:7048c338b6c86627afb27faecf418768acb6331fc24cfa56c93e8c9780f815fa",
+                "sha256:75e1ed13e1f9de23c5607fe6bd1aeaae21e523b32d83bb33918245361e9cc51b",
+                "sha256:7f67a1ee819dc4562d444bbafb135832b0b909f81cc90f7aa00260968c9ca1b3",
+                "sha256:84b554931e932c46f94ab306913ad7e11bba988104c5cff26d90d03f68258cd5",
+                "sha256:955eae71ac26c1ab35924203fda6220f84dce57d6d7884f189743e2abe3a9fbe",
+                "sha256:9eb5dee2772b0f704ca2e45b1713e4e5198c18f515b52743576d196348f374d3",
+                "sha256:a5aa27bad2bb83670b71683aae140a1f52b0857a2deff56ad3f6c13a017a26ed",
+                "sha256:a6a9ffd280b71ad062eae53ac1659ad86a17f59a0fdc7699fd9be40525153337",
+                "sha256:b16420e621d26fdfa949a8b4b47ade8810c56002f5389970db4ddda51dbff248",
+                "sha256:b42169467c42b692c19cf539c38d4602069d8c1505e97b86387fcf7afb766e1d",
+                "sha256:b5edda50e5e9e15e54a6a8a0070302b00c518a9d32accc2346ad6c984aacd279",
+                "sha256:bba64af9fa9cebe325a62fa398760f5c7206b215201b0ec825005f1b18b9bccf",
+                "sha256:beb2e0404003de9a4cab9753a8805a8fe9320ee6673136ed7f04255fe60bb512",
+                "sha256:bef08cd86169d9eafb3ccb0a39edb11d8e25f3dae2b28f5c52fd997521133069",
+                "sha256:c2a72e9109ea74e511e29032f3b670835f8a59bbdc9ce692c5b4ed91ccf1eedb",
+                "sha256:c58ecd827313af6864893e7af0a3bb85fd529f862b6adbefe14643947cfe2942",
+                "sha256:c69212f63169ec1cfc9bb44723bf2917cbbd8f6191a00ef3410f5a7fe300722d",
+                "sha256:cabddb8d8ead485e255fe80429f833172b4cadf99274db39abc080e068cbcc31",
+                "sha256:d176b57452ab5b7028ac47e7b3cf644bcfdc8cacfecf7e71759f7f51a59e5c92",
+                "sha256:d92f81886165cb14d7b067ef37e142256f1c6a90a65cd156b063a43da1708cfd",
+                "sha256:da09ad1c359a728e112d60116f626cc9f29730ff3e0e7db72b9a2dbc2e4beed5",
+                "sha256:ebc06178e8821efc9692ea7544aa5644217358490145629914d8020042c24aa1",
+                "sha256:edaef1c1200c4b4cb914583150dcaa3bc30e592e907c01117c08b13a07255ec2",
+                "sha256:f481f16baec5290e45aebdc2a5168ebc6d35189ae6fea7a58787613a25f6e875",
+                "sha256:fff3573c2db359f091e1589c3d7c5fc2f86f5bdb6f24252c2d8e539d4e45f412"
+            ],
+            "markers": "python_version < '3.13' and platform_python_implementation == 'CPython'",
+            "version": "==0.2.8"
         },
         "s3transfer": {
             "hashes": [
-                "sha256:b014be3a8a2aab98cfe1abc7229cc5a9a0cf05eb9c1f2b86b230fd8df3f78084",
-                "sha256:cab66d3380cca3e70939ef2255d01cd8aece6a4907a9528740f668c4b0611861"
+                "sha256:10d6923c6359175f264811ef4bf6161a3156ce8e350e705396a7557d6293c33a",
+                "sha256:fd3889a66f5fe17299fe75b82eae6cf722554edca744ca5d5fe308b104883d2e"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==0.6.2"
+            "version": "==0.7.0"
         },
         "sarif-om": {
             "hashes": [
@@ -1454,19 +1698,26 @@
         },
         "types-awscrt": {
             "hashes": [
-                "sha256:61833aa140e724a9098025610f4b8cde3dcf65b842631d7447378f9f5db4e1fd",
-                "sha256:68fffeb75396e9e7614cd930b2d52295f680230774750907bcafb56f11514043"
+                "sha256:7b55f5a12ccd4407bc8f1e35c69bb40c931f8513ce1ad81a4527fce3989003fd",
+                "sha256:9a21caac4287c113dd52665707785c45bb1d3242b7a2b8aeb57c49e9e749a330"
             ],
             "markers": "python_version >= '3.7' and python_version < '4.0'",
-            "version": "==0.19.1"
+            "version": "==0.19.3"
+        },
+        "types-python-dateutil": {
+            "hashes": [
+                "sha256:1f4f10ac98bb8b16ade9dbee3518d9ace017821d94b057a425b069f834737f4b",
+                "sha256:f977b8de27787639986b4e28963263fd0e5158942b3ecef91b9335c130cb1ce9"
+            ],
+            "version": "==2.8.19.14"
         },
         "types-s3transfer": {
             "hashes": [
-                "sha256:1068877b6e59be5226fa3006ae64371ac9d5bc590dfdbd9c66fd0a075d3254ac",
-                "sha256:4ba9b483796fdcd026aa162ee03bdcedd2bf7d08e9387c820dcdd158b0102057"
+                "sha256:aca0f2486d0a3a5037cd5b8f3e20a4522a29579a8dd183281ff0aa1c4e2c8aa7",
+                "sha256:ae9ed9273465d9f43da8b96307383da410c6b59c3b2464c88d20b578768e97c6"
             ],
             "markers": "python_version >= '3.7' and python_version < '4.0'",
-            "version": "==0.6.2"
+            "version": "==0.7.0"
         },
         "typing-extensions": {
             "hashes": [
@@ -1486,11 +1737,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594",
-                "sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e"
+                "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07",
+                "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.0.5"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.26.18"
         },
         "virtualenv": {
             "hashes": [
@@ -1535,19 +1786,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:3aad25d31284266bcfcfd1fd8a743f63282305a364b8d0948a43bd606acc652f",
-                "sha256:6cfc30d051ebabb73a5fa246efdcc14c8fbebbd0330f8984ac3bb6d9edd2ad03"
+                "sha256:084072e0a7f5f347ef2ac3d8698a5e0b4ffbfcab607628cadabc650fc9a83a24",
+                "sha256:b3324019b3c28572086c4a319f91d1dcd44e6e11cd340232978c684a7650d0df"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.6.3"
+            "version": "==1.6.4"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8",
-                "sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528"
+                "sha256:3ffff4dcc32db52ef3cc94dff3000a3c2846890f3a5a51800a27b909c5e770f0",
+                "sha256:cbb2600f7eabe51dbc0502f58be0b3e1b96b893b05695ea2b35b43d4de2d9962"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.3.7"
+            "version": "==3.0.0"
         },
         "wheel": {
             "hashes": [
diff --git a/README.md b/README.md
index 22cff92..a7aead1 100644
--- a/README.md
+++ b/README.md
@@ -50,19 +50,74 @@ The Serverless Application Model Command Line Interface (SAM CLI) is an extensio
 
 ## Use the SAM CLI to build and test locally
 
-Build your application with the `sam build --use-container` command.
+### Setup Development Environment
 
-```bash
+Install the following applications:
+* [AWS CLI](https://github.com/aws/aws-cli)
+* [AWS SAM CLI](https://github.com/aws/aws-sam-cli)
+* [pre-commit](https://github.com/pre-commit/pre-commit)
+* [pipenv](https://github.com/pypa/pipenv)
+
+### Install Requirements
+
+Run `pipenv install --dev` to install both production and development
+requirements, and `pipenv shell` to activate the virtual environment. For more
+information see the [pipenv docs](https://pipenv.pypa.io/en/latest/).
+
+After activating the virtual environment, run `pre-commit install` to install
+the [pre-commit](https://pre-commit.com/) git hook.
+
+### Update Requirements
+
+First, make any needed updates to the base requirements in `Pipfile`, then use
+`pipenv` to regenerate both `Pipfile.lock` and `requirements.txt`.
+
+```shell script
+$ pipenv update --dev
+```
+
+We use `pipenv` to control versions in testing, but `sam` relies on
+`requirements.txt` directly for building the lambda artifact, so we dynamically
+generate `requirements.txt` from `Pipfile.lock` before building the artifact.
+The file must be created in the `CodeUri` directory specified in
+`template.yaml`.
+
+```shell script
+$ pipenv requirements > ssm_param/requirements.txt
+```
+
+Additionally, `pre-commit` manages its own requirements.
+
+```shell script
+$ pre-commit autoupdate
+```
+
+### Create a local build
+
+Use a Lambda-like docker container to build the Lambda artifact
+
+```shell script
 $ sam build --use-container
 ```
 
-The SAM CLI installs dependencies defined in `ssm_param/requirements.txt`, creates a deployment package, and saves it in the `.aws-sam/build` folder.
+### Run unit tests
 
-Test a single function by invoking it directly with a test event. An event is a JSON document that represents the input that the function receives from the event source. Test events are included in the `events` folder in this project.
+Tests are defined in the `tests` folder in this project, and dependencies are
+managed with `pipenv`. Install the development dependencies and run the tests
+using `coverage`.
 
-Run functions locally and invoke them with the `sam local invoke` command.
+```shell script
+$ pipenv run coverage run -m pytest tests/ -svv
+```
 
-```bash
+Automated testing will upload coverage results to [Coveralls](coveralls.io).
+
+### Run integration tests
+
+Running integration tests
+[requires docker](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/sam-cli-command-reference-sam-local-start-api.html)
+
+```shell script
 $ sam local invoke SsmParamFunction --event events/event.json
 ```
 
@@ -78,15 +133,6 @@ $ sam logs -n SsmParamFunction --stack-name cfn-macro-ssm-param --tail
 
 You can find more information and examples about filtering Lambda function logs in the [SAM CLI Documentation](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/serverless-sam-cli-logging.html).
 
-## Unit tests
-
-Tests are defined in the `tests` folder in this project. Use PIP to install the [pytest](https://docs.pytest.org/en/latest/) and run unit tests.
-
-```bash
-$ pip install pytest pytest-mock --user
-$ python -m pytest tests/ -v
-```
-
 ## Cleanup
 
 To delete the sample application that you created, use the AWS CLI. Assuming you used your project name for the stack name, you can run the following: