diff --git a/.flox/env/manifest.toml b/.flox/env/manifest.toml
index c41c5f28b..9d1e0b130 100644
--- a/.flox/env/manifest.toml
+++ b/.flox/env/manifest.toml
@@ -8,7 +8,6 @@ ruff.pkg-path = "ruff"
 uv.pkg-path = "uv"
 vulture.pkg-path = "python313Packages.vulture"
 yamllint.pkg-path = "yamllint"
-# libpqxx.pkg-path = "libpqxx"
 
 [options]
 systems = [
diff --git a/.github/ISSUE_TEMPLATE/BUG.md b/.github/ISSUE_TEMPLATE/BUG.md
index c86bd09c3..6c9f7f577 100644
--- a/.github/ISSUE_TEMPLATE/BUG.md
+++ b/.github/ISSUE_TEMPLATE/BUG.md
@@ -2,7 +2,7 @@
 name: Bug
 about: Create a bug report
 title: ''
-labels: ["bug", "backlog"]
+labels: ["bug"]
 projects: ["pocketsizefund/11"]
 
 ---
diff --git a/.github/ISSUE_TEMPLATE/FEATURE.md b/.github/ISSUE_TEMPLATE/FEATURE.md
index 6617fd64e..65149cb0f 100644
--- a/.github/ISSUE_TEMPLATE/FEATURE.md
+++ b/.github/ISSUE_TEMPLATE/FEATURE.md
@@ -2,7 +2,7 @@
 name: Feature
 about: Create a feature request
 title: ''
-labels: ["feature", "backlog"]
+labels: ["feature"]
 projects: ["pocketsizefund/11"]
 
 ---
diff --git a/.github/workflows/deploy.yaml b/.github/workflows/deploy.yaml
index 40f48470d..6f7b33cb5 100644
--- a/.github/workflows/deploy.yaml
+++ b/.github/workflows/deploy.yaml
@@ -7,7 +7,7 @@ on:
 jobs:
   deploy:
     name: Deploy infrastructure
-    runs-on: macos-latest
+    runs-on: ubuntu-latest
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
diff --git a/.github/workflows/quality.yaml b/.github/workflows/quality.yaml
index ea995fb73..ce162ca42 100644
--- a/.github/workflows/quality.yaml
+++ b/.github/workflows/quality.yaml
@@ -4,11 +4,8 @@ on:
   push
 jobs:
   python_quality_check:
-    name: Run Python quality checks (${{ matrix.os }})
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        os: [ubuntu-latest, macos-latest]
+    name: Run Python quality checks
+    runs-on: ubuntu-latest
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
diff --git a/.mise.toml b/.mise.toml
index b0a6f4bd1..7219421a3 100644
--- a/.mise.toml
+++ b/.mise.toml
@@ -3,7 +3,7 @@ COMPOSE_BAKE=true
 
 [tasks."python:install"]
 description = "Install Python dependencies"
-run = "uv sync --all-groups"
+run = "uv sync --all-packages"
 
 [tasks."python:format"]
 description = "Format Python code"
@@ -30,10 +30,12 @@ ruff check \
 
 [tasks."python:test"]
 description = "Run Python tests"
-run = "docker compose run tests"
-
+run = """
+docker compose build tests
+docker compose run -T tests
+"""
 
-[tasks."application:service:run"]
+[tasks."application:service:run:production"]
 description = "Run the application service"
 run = """
 docker run \
@@ -42,20 +44,34 @@ docker run \
 pocketsizefund/{{arg(name="service_name")}}:latest \
 """
 
-[tasks."application:service:development"]
+[tasks."application:service:run:development"]
 description = "Run the application service locally with hot reloading"
 run = """
 cd application/{{arg(name="service_name")}}
 uv run uvicorn src.{{arg(name="service_name")}}.main:application --reload
 """
 
-[tasks."application:service:test"]
+[tasks."application:service:test:integration"]
 description = "Run integration tests"
 run = """
 cd application/{{arg(name="service_name")}}
 docker-compose up --build --abort-on-container-exit --remove-orphans
 """
 
+[tasks."application:service:test:behavioral"]
+description = "Run behavioral tests"
+run = """
+cd application/{{arg(name="service_name")}}
+docker-compose up --build --abort-on-container-exit
+"""
+
+[tasks."application:service:cleanup:behavioral"]
+description = "Clean up behavioral tests"
+run = """
+cd application/{{arg(name="service_name")}}
+docker-compose down -v
+"""
+
 [tasks."lint"]
 depends = ["python:lint"]
 description = "Run code quality checks"
@@ -69,4 +85,3 @@ run = """
 cd infrastructure
 uv run pulumi up --yes
 """
-
diff --git a/AGENTS.md b/AGENTS.md
index 05026497d..bccc1fe82 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -8,12 +8,14 @@ This project uses **mise** tasks for code quality and testing. Before committing
 4. Execute tests with `mise run python:test`.
 
 ## Code Style
+
 - Write tested, self-documenting code. Avoid comments unless the code is complex.
 
 ## Pull Requests
+
 - Use the Pull Request template: `.github/PULL_REQUEST_TEMPLATE.md`.
 
 ## GitHub Issues
+
 - When creating an issue, use the templates under `.github/ISSUE_TEMPLATE`.
 - Include a clear title, the reason the feature or fix is needed, and two implementation options with cost-benefit analysis.
-
diff --git a/CLAUDE.md b/CLAUDE.md
index 3cbb2716f..cc1e58d87 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -15,6 +15,7 @@ When asked to create a new GitHub issue:
    - `.github/ISSUE_TEMPLATE/FEATURE.md` for new features
 2. Include:
    - A descriptive title (without [FEATURE|BUG] prefix)
+   - Set its GitHub Project status to "To Do"
    - Explain why the feature is needed
    - Detail the benefits it will bring
    - Propose two implementation options (after considering at least five)
@@ -26,5 +27,5 @@ When asked to create a new GitHub issue:
 ## GitHub Issue Workflow
 
 1. After creating a ticket, it will be reviewed and possibly modified
-2. Issues with "todo" status are prepared for implementation
-3. When asked to look at tickets ready for implementation, search for GitHub issues with "in progress" status
+2. Issues with "To Do" Project status are prepared for implementation
+3. When asked to look at tickets ready for implementation, search for GitHub issues with "To Do" Project status
diff --git a/application/datamanager/compose.yaml b/application/datamanager/compose.yaml
index 29bd73edf..f362f47b5 100644
--- a/application/datamanager/compose.yaml
+++ b/application/datamanager/compose.yaml
@@ -1,4 +1,4 @@
-name: Integration Tests for datamanager service
+name: Data manager integration tests
 
 services:
   datamanager:
diff --git a/application/datamanager/features/environment.py b/application/datamanager/features/environment.py
index a2ceb44d9..8ca6c9f2a 100644
--- a/application/datamanager/features/environment.py
+++ b/application/datamanager/features/environment.py
@@ -2,5 +2,4 @@
 
 
 def before_all(context):
-    """Set up test environment."""
     context.base_url = os.environ.get("BASE_URL", "http://datamanager:8080")
diff --git a/application/datamanager/features/steps/health_steps.py b/application/datamanager/features/steps/health_steps.py
index 14ba44ad0..8772c8060 100644
--- a/application/datamanager/features/steps/health_steps.py
+++ b/application/datamanager/features/steps/health_steps.py
@@ -4,6 +4,5 @@
 
 @when('I send a GET request to "{endpoint}"')
 def step_impl(context, endpoint):
-    """Send a GET request to the specified endpoint."""
     url = f"{context.api_url}{endpoint}"
     context.response = requests.get(url)
diff --git a/application/datamanager/mise.toml b/application/datamanager/mise.toml
deleted file mode 100644
index 6e7cf7378..000000000
--- a/application/datamanager/mise.toml
+++ /dev/null
@@ -1,11 +0,0 @@
-[tasks."test:docker:behave"]
-description = "Run behave tests with Docker Compose"
-run = """
-docker-compose up --build --abort-on-container-exit
-"""
-
-[tasks."test:docker:behave:cleanup"]
-description = "Clean up after Docker Compose tests"
-run = """
-docker-compose down -v
-"""
\ No newline at end of file
diff --git a/application/datamanager/pyproject.toml b/application/datamanager/pyproject.toml
index 7c4f13c2b..7d0453c05 100644
--- a/application/datamanager/pyproject.toml
+++ b/application/datamanager/pyproject.toml
@@ -10,9 +10,7 @@ dependencies = [
     "polars>=1.29.0",
     "pyarrow>=20.0.0",
     "google-cloud-storage>=2.16.0",
-    "loguru>=0.7.3",
     "httpx>=0.28.1",
-    "prometheus-fastapi-instrumentator>=7.1.0",
     "datamanager"
 ]
 
diff --git a/application/datamanager/src/datamanager/main.py b/application/datamanager/src/datamanager/main.py
index ac8860369..07922a025 100644
--- a/application/datamanager/src/datamanager/main.py
+++ b/application/datamanager/src/datamanager/main.py
@@ -65,6 +65,7 @@ async def lifespan(app: FastAPI):
 application = FastAPI(lifespan=lifespan)
 Instrumentator().instrument(application).expose(application)
 
+
 @application.get("/health")
 async def health_check():
     return Response(status_code=status.HTTP_200_OK)
@@ -149,7 +150,6 @@ async def fetch_equity_bars(request: Request, summary_date: SummaryDate) -> Bars
     return BarsSummary(date=summary_date.date.strftime("%Y-%m-%d"), count=count)
 
 
-
 @application.delete("/equity-bars")
 async def delete_equity_bars(request: Request, summary_date: SummaryDate):
     bucket = request.app.state.bucket
diff --git a/application/positionmanager/pyproject.toml b/application/positionmanager/pyproject.toml
index 0dac627de..c2d2de6f1 100644
--- a/application/positionmanager/pyproject.toml
+++ b/application/positionmanager/pyproject.toml
@@ -13,7 +13,6 @@ dependencies = [
     "pandas>=2.1.0",
     "pyportfolioopt>=1.5.6",
     "ecos>=2.0.14",
-    "prometheus-fastapi-instrumentator>=7.1.0",
 ]
 
 [tool.hatch.build.targets.wheel]
diff --git a/compose.yaml b/compose.yaml
index a221c40ee..19428f14e 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -1,3 +1,5 @@
+---
+name: Application unit tests
 
 services:
   tests:
diff --git a/pyproject.toml b/pyproject.toml
index aac2ec314..cf84d4aee 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,9 +39,11 @@ dev = [
     "pyportfolioopt>=1.5.6",
     "pytest>=8.3.5",
     "requests>=2.32.3",
+    "behave>=1.2.6",
+    "prometheus-fastapi-instrumentator>=7.1.0",
+    "loguru>=0.7.3",
 ]
 
-
 [tool.pytest.ini_options]
 testpaths = [
     "/tests/",
diff --git a/uv.lock b/uv.lock
index ef50dd77a..8436841cb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -364,31 +364,31 @@ wheels = [
 
 [[package]]
 name = "coverage"
-version = "7.8.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/19/4f/2251e65033ed2ce1e68f00f91a0294e0f80c80ae8c3ebbe2f12828c4cd53/coverage-7.8.0.tar.gz", hash = "sha256:7a3d62b3b03b4b6fd41a085f3574874cf946cb4604d2b4d3e8dca8cd570ca501", size = 811872, upload-time = "2025-03-30T20:36:45.376Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/21/87e9b97b568e223f3438d93072479c2f36cc9b3f6b9f7094b9d50232acc0/coverage-7.8.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5ac46d0c2dd5820ce93943a501ac5f6548ea81594777ca585bf002aa8854cacd", size = 211708, upload-time = "2025-03-30T20:35:47.417Z" },
-    { url = "https://files.pythonhosted.org/packages/75/be/882d08b28a0d19c9c4c2e8a1c6ebe1f79c9c839eb46d4fca3bd3b34562b9/coverage-7.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:771eb7587a0563ca5bb6f622b9ed7f9d07bd08900f7589b4febff05f469bea00", size = 211981, upload-time = "2025-03-30T20:35:49.002Z" },
-    { url = "https://files.pythonhosted.org/packages/7a/1d/ce99612ebd58082fbe3f8c66f6d8d5694976c76a0d474503fa70633ec77f/coverage-7.8.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42421e04069fb2cbcbca5a696c4050b84a43b05392679d4068acbe65449b5c64", size = 245495, upload-time = "2025-03-30T20:35:51.073Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/8d/6115abe97df98db6b2bd76aae395fcc941d039a7acd25f741312ced9a78f/coverage-7.8.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:554fec1199d93ab30adaa751db68acec2b41c5602ac944bb19187cb9a41a8067", size = 242538, upload-time = "2025-03-30T20:35:52.941Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/74/2f8cc196643b15bc096d60e073691dadb3dca48418f08bc78dd6e899383e/coverage-7.8.0-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5aaeb00761f985007b38cf463b1d160a14a22c34eb3f6a39d9ad6fc27cb73008", size = 244561, upload-time = "2025-03-30T20:35:54.658Z" },
-    { url = "https://files.pythonhosted.org/packages/22/70/c10c77cd77970ac965734fe3419f2c98665f6e982744a9bfb0e749d298f4/coverage-7.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:581a40c7b94921fffd6457ffe532259813fc68eb2bdda60fa8cc343414ce3733", size = 244633, upload-time = "2025-03-30T20:35:56.221Z" },
-    { url = "https://files.pythonhosted.org/packages/38/5a/4f7569d946a07c952688debee18c2bb9ab24f88027e3d71fd25dbc2f9dca/coverage-7.8.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:f319bae0321bc838e205bf9e5bc28f0a3165f30c203b610f17ab5552cff90323", size = 242712, upload-time = "2025-03-30T20:35:57.801Z" },
-    { url = "https://files.pythonhosted.org/packages/bb/a1/03a43b33f50475a632a91ea8c127f7e35e53786dbe6781c25f19fd5a65f8/coverage-7.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:04bfec25a8ef1c5f41f5e7e5c842f6b615599ca8ba8391ec33a9290d9d2db3a3", size = 244000, upload-time = "2025-03-30T20:35:59.378Z" },
-    { url = "https://files.pythonhosted.org/packages/6a/89/ab6c43b1788a3128e4d1b7b54214548dcad75a621f9d277b14d16a80d8a1/coverage-7.8.0-cp313-cp313-win32.whl", hash = "sha256:dd19608788b50eed889e13a5d71d832edc34fc9dfce606f66e8f9f917eef910d", size = 214195, upload-time = "2025-03-30T20:36:01.005Z" },
-    { url = "https://files.pythonhosted.org/packages/12/12/6bf5f9a8b063d116bac536a7fb594fc35cb04981654cccb4bbfea5dcdfa0/coverage-7.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:a9abbccd778d98e9c7e85038e35e91e67f5b520776781d9a1e2ee9d400869487", size = 214998, upload-time = "2025-03-30T20:36:03.006Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/e6/1e9df74ef7a1c983a9c7443dac8aac37a46f1939ae3499424622e72a6f78/coverage-7.8.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:18c5ae6d061ad5b3e7eef4363fb27a0576012a7447af48be6c75b88494c6cf25", size = 212541, upload-time = "2025-03-30T20:36:04.638Z" },
-    { url = "https://files.pythonhosted.org/packages/04/51/c32174edb7ee49744e2e81c4b1414ac9df3dacfcb5b5f273b7f285ad43f6/coverage-7.8.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:95aa6ae391a22bbbce1b77ddac846c98c5473de0372ba5c463480043a07bff42", size = 212767, upload-time = "2025-03-30T20:36:06.503Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/8f/f454cbdb5212f13f29d4a7983db69169f1937e869a5142bce983ded52162/coverage-7.8.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e013b07ba1c748dacc2a80e69a46286ff145935f260eb8c72df7185bf048f502", size = 256997, upload-time = "2025-03-30T20:36:08.137Z" },
-    { url = "https://files.pythonhosted.org/packages/e6/74/2bf9e78b321216d6ee90a81e5c22f912fc428442c830c4077b4a071db66f/coverage-7.8.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d766a4f0e5aa1ba056ec3496243150698dc0481902e2b8559314368717be82b1", size = 252708, upload-time = "2025-03-30T20:36:09.781Z" },
-    { url = "https://files.pythonhosted.org/packages/92/4d/50d7eb1e9a6062bee6e2f92e78b0998848a972e9afad349b6cdde6fa9e32/coverage-7.8.0-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad80e6b4a0c3cb6f10f29ae4c60e991f424e6b14219d46f1e7d442b938ee68a4", size = 255046, upload-time = "2025-03-30T20:36:11.409Z" },
-    { url = "https://files.pythonhosted.org/packages/40/9e/71fb4e7402a07c4198ab44fc564d09d7d0ffca46a9fb7b0a7b929e7641bd/coverage-7.8.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:b87eb6fc9e1bb8f98892a2458781348fa37e6925f35bb6ceb9d4afd54ba36c73", size = 256139, upload-time = "2025-03-30T20:36:13.86Z" },
-    { url = "https://files.pythonhosted.org/packages/49/1a/78d37f7a42b5beff027e807c2843185961fdae7fe23aad5a4837c93f9d25/coverage-7.8.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:d1ba00ae33be84066cfbe7361d4e04dec78445b2b88bdb734d0d1cbab916025a", size = 254307, upload-time = "2025-03-30T20:36:16.074Z" },
-    { url = "https://files.pythonhosted.org/packages/58/e9/8fb8e0ff6bef5e170ee19d59ca694f9001b2ec085dc99b4f65c128bb3f9a/coverage-7.8.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f3c38e4e5ccbdc9198aecc766cedbb134b2d89bf64533973678dfcf07effd883", size = 255116, upload-time = "2025-03-30T20:36:18.033Z" },
-    { url = "https://files.pythonhosted.org/packages/56/b0/d968ecdbe6fe0a863de7169bbe9e8a476868959f3af24981f6a10d2b6924/coverage-7.8.0-cp313-cp313t-win32.whl", hash = "sha256:379fe315e206b14e21db5240f89dc0774bdd3e25c3c58c2c733c99eca96f1ada", size = 214909, upload-time = "2025-03-30T20:36:19.644Z" },
-    { url = "https://files.pythonhosted.org/packages/87/e9/d6b7ef9fecf42dfb418d93544af47c940aa83056c49e6021a564aafbc91f/coverage-7.8.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2e4b6b87bb0c846a9315e3ab4be2d52fac905100565f4b92f02c445c8799e257", size = 216068, upload-time = "2025-03-30T20:36:21.282Z" },
-    { url = "https://files.pythonhosted.org/packages/59/f1/4da7717f0063a222db253e7121bd6a56f6fb1ba439dcc36659088793347c/coverage-7.8.0-py3-none-any.whl", hash = "sha256:dbf364b4c5e7bae9250528167dfe40219b62e2d573c854d74be213e1e52069f7", size = 203435, upload-time = "2025-03-30T20:36:43.61Z" },
+version = "7.8.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/27/b4/a707d96c2c1ce9402ce1ce7124c53b9e4e1f3e617652a5ed2fbba4c9b4be/coverage-7.8.1.tar.gz", hash = "sha256:d41d4da5f2871b1782c6b74948d2d37aac3a5b39b43a6ba31d736b97a02ae1f1", size = 812193, upload-time = "2025-05-21T12:39:46.1Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ed/0a/696a8d6c245a72f61589e2015a633fab5aacd8c916802df41d23e387b442/coverage-7.8.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:dd5c305faa2e69334a53061b3168987847dadc2449bab95735242a9bde92fde8", size = 211902, upload-time = "2025-05-21T12:38:44.54Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/2f/0c065dfaf497586cf1693dee2a94e7489a4be840a5bbe765a7a78735268b/coverage-7.8.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:af6b8cdf0857fd4e6460dd6639c37c3f82163127f6112c1942b5e6a52a477676", size = 212175, upload-time = "2025-05-21T12:38:46.143Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/a1/a8a40658f67311c96c3d9073293fefee8a9485906ed531546dffe35fdd4b/coverage-7.8.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e233a56bbf99e4cb134c4f8e63b16c77714e3987daf2c5aa10c3ba8c4232d730", size = 245564, upload-time = "2025-05-21T12:38:47.843Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/94/dc36e2256ce484f482ed5b2a103a261009c301cdad237fdefe2a9b6ddeab/coverage-7.8.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9dabc70012fd7b58a8040a7bc1b5f71fd0e62e2138aefdd8367d3d24bf82c349", size = 242719, upload-time = "2025-05-21T12:38:49.517Z" },
+    { url = "https://files.pythonhosted.org/packages/73/d7/d096859c59f02d4550e6bc9180bd06c88313c32977d7458e0d4ed06ed057/coverage-7.8.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1f8e96455907496b3e4ea16f63bb578da31e17d2805278b193525e7714f17f2", size = 244634, upload-time = "2025-05-21T12:38:51.18Z" },
+    { url = "https://files.pythonhosted.org/packages/be/a0/6f4db84d1d3334ca37c2dae02a54761a1a3918aec56faec26f1590077181/coverage-7.8.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0034ceec8e91fdaf77350901cc48f47efd00f23c220a3f9fc1187774ddf307cb", size = 244824, upload-time = "2025-05-21T12:38:52.789Z" },
+    { url = "https://files.pythonhosted.org/packages/96/46/1e74016ba7d9f4242170f9d814454e6483a640332a67c0e139dab7d85762/coverage-7.8.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:82db9344a07dd9106796b9fe8805425633146a7ea7fed5ed07c65a64d0bb79e1", size = 242872, upload-time = "2025-05-21T12:38:54.493Z" },
+    { url = "https://files.pythonhosted.org/packages/22/41/51df77f279b49e7dd05ee9dfe746cf8698c873ffdf7fbe57aaee9522ec67/coverage-7.8.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9772c9e266b2ca4999180c12b90c8efb4c5c9ad3e55f301d78bc579af6467ad9", size = 244179, upload-time = "2025-05-21T12:38:56.762Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/83/6207522f3afb64592c47353bc79b0e3e6c3f48fde5e5221ab2b80a12e93d/coverage-7.8.1-cp313-cp313-win32.whl", hash = "sha256:6f24a1e2c373a77afae21bc512466a91e31251685c271c5309ee3e557f6e3e03", size = 214395, upload-time = "2025-05-21T12:38:58.631Z" },
+    { url = "https://files.pythonhosted.org/packages/43/b8/cd40a8fff1633112ac40edde9006aceaa55b32a84976394a42c33547ef95/coverage-7.8.1-cp313-cp313-win_amd64.whl", hash = "sha256:76a4e1d62505a21971968be61ae17cbdc5e0c483265a37f7ddbbc050f9c0b8ec", size = 215195, upload-time = "2025-05-21T12:39:00.614Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/f0/8fea9beb378cdce803ba838293314b21527f4edab58dcbe2e6a5553e7dc8/coverage-7.8.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:35dd5d405a1d378c39f3f30f628a25b0b99f1b8e5bdd78275df2e7b0404892d7", size = 212738, upload-time = "2025-05-21T12:39:02.808Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/90/f28953cd1246ad7839874ef97e181f153d4274cc6db21857fbca18b89c97/coverage-7.8.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:87b86a87f8de2e1bd0bcd45faf1b1edf54f988c8857157300e0336efcfb8ede6", size = 212958, upload-time = "2025-05-21T12:39:04.536Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/70/3f3d34ef68534afa73aee75537d1daf1e91029738cbf052ef828313aa960/coverage-7.8.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce4553a573edb363d5db12be1c044826878bec039159d6d4eafe826ef773396d", size = 257024, upload-time = "2025-05-21T12:39:06.703Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/66/96ab415609b777adfcfa00f29d75d2278da139c0958de7a50dd0023811e6/coverage-7.8.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:db181a1896e0bad75b3bf4916c49fd3cf6751f9cc203fe0e0ecbee1fc43590fa", size = 252867, upload-time = "2025-05-21T12:39:08.818Z" },
+    { url = "https://files.pythonhosted.org/packages/52/4f/3d48704c62fa5f72447005b8a77cc9cce5e164c2df357433442d17f2ac0a/coverage-7.8.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6ce2606a171f9cf7c15a77ca61f979ffc0e0d92cd2fb18767cead58c1d19f58e", size = 255096, upload-time = "2025-05-21T12:39:10.516Z" },
+    { url = "https://files.pythonhosted.org/packages/64/1d/e8d4ac647c1967dd3dbc250fb4595b838b7067ad32602a7339ac467d9c5a/coverage-7.8.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4fc4f7cff2495d6d112353c33a439230a6de0b7cd0c2578f1e8d75326f63d783", size = 256276, upload-time = "2025-05-21T12:39:12.177Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/e4/62e2f9521f3758dea07bcefc2c9c0dd34fa67d7035b0443c7c3072e6308b/coverage-7.8.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:ff619c58322d9d6df0a859dc76c3532d7bdbc125cb040f7cd642141446b4f654", size = 254478, upload-time = "2025-05-21T12:39:14.325Z" },
+    { url = "https://files.pythonhosted.org/packages/49/41/7af246f5e68272f97a31a122da5878747e941fef019430485534d1f6a44a/coverage-7.8.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c0d6290a466a6f3fadf6add2dd4ec11deba4e1a6e3db2dd284edd497aadf802f", size = 255255, upload-time = "2025-05-21T12:39:16.059Z" },
+    { url = "https://files.pythonhosted.org/packages/05/5d/5dacd7915972f82d909f36974c6415667dae08a32478d87dfdbac6788e22/coverage-7.8.1-cp313-cp313t-win32.whl", hash = "sha256:e4e893c7f7fb12271a667d5c1876710fae06d7580343afdb5f3fc4488b73209e", size = 215112, upload-time = "2025-05-21T12:39:18.263Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/89/48e77e71e81e5b79fd6471083d087cd69517e5f585b548d87c92d5ae873c/coverage-7.8.1-cp313-cp313t-win_amd64.whl", hash = "sha256:41d142eefbc0bb3be160a77b2c0fbec76f345387676265052e224eb6c67b7af3", size = 216270, upload-time = "2025-05-21T12:39:20.461Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/a1/4d968d4605f3a87a809f0c8f495eed81656c93cf6c00818334498ad6ad45/coverage-7.8.1-py3-none-any.whl", hash = "sha256:e54b80885b0e61d346accc5709daf8762471a452345521cc9281604a907162c2", size = 203623, upload-time = "2025-05-21T12:39:43.473Z" },
 ]
 
 [[package]]
@@ -482,9 +482,7 @@ dependencies = [
     { name = "fastapi" },
     { name = "google-cloud-storage" },
     { name = "httpx" },
-    { name = "loguru" },
     { name = "polars" },
-    { name = "prometheus-fastapi-instrumentator" },
     { name = "pyarrow" },
     { name = "uvicorn" },
 ]
@@ -502,9 +500,7 @@ requires-dist = [
     { name = "fastapi", specifier = ">=0.115.12" },
     { name = "google-cloud-storage", specifier = ">=2.16.0" },
     { name = "httpx", specifier = ">=0.28.1" },
-    { name = "loguru", specifier = ">=0.7.3" },
     { name = "polars", specifier = ">=1.29.0" },
-    { name = "prometheus-fastapi-instrumentator", specifier = ">=7.1.0" },
     { name = "pyarrow", specifier = ">=20.0.0" },
     { name = "uvicorn", specifier = ">=0.34.2" },
 ]
@@ -580,18 +576,17 @@ wheels = [
 
 [[package]]
 name = "duckdb"
-version = "1.2.2"
+version = "1.3.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/28/b8/0f86278684fb7a1fac7c0c869fc6d68ed005cdc91c963eb4373e0551bc0a/duckdb-1.2.2.tar.gz", hash = "sha256:1e53555dece49201df08645dbfa4510c86440339889667702f936b7d28d39e43", size = 11595514, upload-time = "2025-04-08T08:47:20.234Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3e/82/680b108da1870e48d98464ddcf03820f983421b5bbd8dd8beff98d583db7/duckdb-1.3.0.tar.gz", hash = "sha256:09aaa4b1dca24f4d1f231e7ae66b6413e317b7e04e2753541d42df6c8113fac7", size = 11617648, upload-time = "2025-05-21T16:06:49.93Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/41/31/5e2f68cbd000137f6ed52092ad83a8e9c09eca70c59e0b4c5eb679709997/duckdb-1.2.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:fb9a2c77236fae079185a990434cb9d8432902488ba990235c702fc2692d2dcd", size = 15272507, upload-time = "2025-04-08T08:46:15.605Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/15/aa9078fc897e744e077c0c1510e34db4c809de1d51ddb5cb62e1f9c61312/duckdb-1.2.2-cp313-cp313-macosx_12_0_universal2.whl", hash = "sha256:d8bb89e580cb9a3aaf42e4555bf265d3db9446abfb118e32150e1a5dfa4b5b15", size = 31965548, upload-time = "2025-04-08T08:46:18.593Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/28/943773d44fd97055c59b58dde9182733661c2b6e3b3549f15dc26b2e139e/duckdb-1.2.2-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:88916d7f0532dc926bed84b50408c00dcbe6d2097d0de93c3ff647d8d57b4f83", size = 16800600, upload-time = "2025-04-08T08:46:21.51Z" },
-    { url = "https://files.pythonhosted.org/packages/39/51/2caf01e7791e490290798c8c155d4d702ed61d69e815915b42e72b3e7473/duckdb-1.2.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30bece4f58a6c7bb0944a02dd1dc6de435a9daf8668fa31a9fe3a9923b20bd65", size = 18735886, upload-time = "2025-04-08T08:46:24.26Z" },
-    { url = "https://files.pythonhosted.org/packages/87/0c/48ae1d485725af3a452303af409a9022d751ecab260cb9ca2f8c9fb670bc/duckdb-1.2.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bd2c6373b8b54474724c2119f6939c4568c428e1d0be5bcb1f4e3d7f1b7c8bb", size = 20210481, upload-time = "2025-04-08T08:46:26.717Z" },
-    { url = "https://files.pythonhosted.org/packages/69/c7/95fcd7bde0f754ea6700208d36b845379cbd2b28779c0eff4dd4a7396369/duckdb-1.2.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72f688a8b0df7030c5a28ca6072817c1f090979e08d28ee5912dee37c26a7d0c", size = 18756619, upload-time = "2025-04-08T08:46:29.035Z" },
-    { url = "https://files.pythonhosted.org/packages/ad/1b/c9eab9e84d4a70dd5f7e2a93dd6e9d7b4d868d3df755cd58b572d82d6c5d/duckdb-1.2.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:26e9c349f56f7c99341b5c79bbaff5ba12a5414af0261e79bf1a6a2693f152f6", size = 22294667, upload-time = "2025-04-08T08:46:31.295Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/3d/ce68db53084746a4a62695a4cb064e44ce04123f8582bb3afbf6ee944e16/duckdb-1.2.2-cp313-cp313-win_amd64.whl", hash = "sha256:e1aec7102670e59d83512cf47d32a6c77a79df9df0294c5e4d16b6259851e2e9", size = 11370206, upload-time = "2025-04-08T08:46:33.472Z" },
+    { url = "https://files.pythonhosted.org/packages/32/d5/d2666a682cda7152d0f391067e0307eec3e913b3462d2b5b944a3aab4d1d/duckdb-1.3.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:176b9818d940c52ac7f31c64a98cf172d7c19d2a006017c9c4e9c06c246e36bf", size = 15516004, upload-time = "2025-05-21T16:06:11.983Z" },
+    { url = "https://files.pythonhosted.org/packages/91/60/feb19a432c0b327b3d03171042acbafa688edb9a02f3034f7ae963d0f62d/duckdb-1.3.0-cp313-cp313-macosx_12_0_universal2.whl", hash = "sha256:03981f7e8793f07a4a9a2ba387640e71d0a99ebcaf8693ab09f96d59e628b713", size = 32490147, upload-time = "2025-05-21T16:06:14.751Z" },
+    { url = "https://files.pythonhosted.org/packages/07/f8/393beb10a24115347c8a4b75d59e6e1d49f7391722717a614bb71430673a/duckdb-1.3.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:a177d55a38a62fdf79b59a0eaa32531a1dbb443265f6d67f64992cc1e82b755c", size = 17086082, upload-time = "2025-05-21T16:06:17.511Z" },
+    { url = "https://files.pythonhosted.org/packages/71/45/da77973a7da7747385e16aa88c65a7b0e634585b5f7f92a6bb423838077c/duckdb-1.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b1c30e3749823147d5578bc3f01f35d1a0433a1c768908d946056ec8d6e1757e", size = 19141643, upload-time = "2025-05-21T16:06:20.862Z" },
+    { url = "https://files.pythonhosted.org/packages/db/51/adc86c800e7ecfe828e94cccc28ac727b54a886124da08e3808cf77bf1b9/duckdb-1.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5855f3a564baf22eeeab70c120b51f5a11914f1f1634f03382daeb6b1dea4c62", size = 21102444, upload-time = "2025-05-21T16:06:23.381Z" },
+    { url = "https://files.pythonhosted.org/packages/71/9d/ac3a6ddcaaf9bbd5584bb471794f017498326d11f754ee28b3c0a5c7aee8/duckdb-1.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9b1fac15a48056f7c2739cf8800873063ba2f691e91a9b2fc167658a401ca76a", size = 22752802, upload-time = "2025-05-21T16:06:26.031Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/e9/f83285b0cb3729f24321a038f272490dfb76ca531b7cef832037b7bd077c/duckdb-1.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:fbdfc1c0b83b90f780ae74038187ee696bb56ab727a289752372d7ec42dda65b", size = 11424430, upload-time = "2025-05-21T16:06:28.878Z" },
 ]
 
 [[package]]
@@ -767,16 +762,16 @@ wheels = [
 
 [[package]]
 name = "google-auth"
-version = "2.40.1"
+version = "2.40.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools" },
     { name = "pyasn1-modules" },
     { name = "rsa" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/94/a5/38c21d0e731bb716cffcf987bd9a3555cb95877ab4b616cfb96939933f20/google_auth-2.40.1.tar.gz", hash = "sha256:58f0e8416a9814c1d86c9b7f6acf6816b51aba167b2c76821965271bac275540", size = 280975, upload-time = "2025-05-07T01:04:55.3Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/66/84/f67f53c505a6b2c5da05c988e2a5483f5ba9eee4b1841d2e3ff22f547cd5/google_auth-2.40.2.tar.gz", hash = "sha256:a33cde547a2134273226fa4b853883559947ebe9207521f7afc707efbf690f58", size = 280990, upload-time = "2025-05-21T18:04:59.816Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a1/b1/1272c6e80847ba5349f5ccb7574596393d1e222543f5003cb810865c3575/google_auth-2.40.1-py2.py3-none-any.whl", hash = "sha256:ed4cae4f5c46b41bae1d19c036e06f6c371926e97b19e816fc854eff811974ee", size = 216101, upload-time = "2025-05-07T01:04:53.612Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/c7/e2d82e6702e2a9e2311c138f8e1100f21d08aed0231290872b229ae57a86/google_auth-2.40.2-py2.py3-none-any.whl", hash = "sha256:f7e568d42eedfded58734f6a60c58321896a621f7c116c411550a4b4a13da90b", size = 216102, upload-time = "2025-05-21T18:04:57.547Z" },
 ]
 
 [[package]]
@@ -956,12 +951,16 @@ version = "0.1.0"
 source = { virtual = "infrastructure" }
 dependencies = [
     { name = "pulumi" },
+    { name = "pulumi-docker" },
+    { name = "pulumi-docker-build" },
     { name = "pulumi-gcp" },
 ]
 
 [package.metadata]
 requires-dist = [
     { name = "pulumi", specifier = ">=3.169.0" },
+    { name = "pulumi-docker", specifier = ">=3.0.0" },
+    { name = "pulumi-docker-build", specifier = ">=0.0.12" },
     { name = "pulumi-gcp", specifier = ">=8.30.1" },
 ]
 
@@ -1060,18 +1059,20 @@ name = "jsonlines"
 version = "4.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "pulumi" },
-    { name = "pulumi-docker" },
-    { name = "pulumi-docker-build" },
-    { name = "pulumi-gcp" },
+    { name = "attrs" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/35/87/bcda8e46c88d0e34cad2f09ee2d0c7f5957bccdb9791b0b934ec84d84be4/jsonlines-4.0.0.tar.gz", hash = "sha256:0c6d2c09117550c089995247f605ae4cf77dd1533041d366351f6f298822ea74", size = 11359, upload-time = "2023-09-01T12:34:44.187Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f8/62/d9ba6323b9202dd2fe166beab8a86d29465c41a0288cbe229fac60c1ab8d/jsonlines-4.0.0-py3-none-any.whl", hash = "sha256:185b334ff2ca5a91362993f42e83588a360cf95ce4b71a73548502bda52a7c55", size = 8701, upload-time = "2023-09-01T12:34:42.563Z" },
 ]
 
-[package.metadata]
-requires-dist = [
-    { name = "pulumi", specifier = ">=3.169.0" },
-    { name = "pulumi-docker", specifier = ">=3.0.0" },
-    { name = "pulumi-docker-build", specifier = ">=0.0.12" },
-    { name = "pulumi-gcp", specifier = ">=8.30.1" },
+[[package]]
+name = "jsonpickle"
+version = "4.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/03/4f/1dde1e344dc41c40bc3f0eb721d7ddc5fed827bf518ba410c369f6bbaa07/jsonpickle-4.1.0.tar.gz", hash = "sha256:d417d6d693a63fb137e53334164aba618d18aca05a4fd025ff01c2ec134ae4c8", size = 318466, upload-time = "2025-05-21T19:40:19.02Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0e/b5/8d90bb4951a1e821d0b4e559edb3c70918b8954b566c7eb9211846a48c47/jsonpickle-4.1.0-py3-none-any.whl", hash = "sha256:763f837a0b2586b45424d9a07108a798d9feac52f3a152606336f7f9e1a22ffa", size = 46615, upload-time = "2025-05-21T19:40:13.344Z" },
 ]
 
 [[package]]
@@ -1470,21 +1471,20 @@ name = "pocketsizefund"
 version = "0.1.0"
 source = { editable = "." }
 dependencies = [
-    { name = "coverage" },
-    { name = "fastapi" },
     { name = "httpx" },
-    { name = "pytest" },
-    { name = "pytest-asyncio" },
 ]
 
 [package.dev-dependencies]
 dev = [
     { name = "alpaca-py" },
+    { name = "behave" },
     { name = "coverage" },
     { name = "duckdb" },
     { name = "ecos" },
     { name = "fastapi" },
+    { name = "loguru" },
     { name = "polars" },
+    { name = "prometheus-fastapi-instrumentator" },
     { name = "pyarrow" },
     { name = "pyportfolioopt" },
     { name = "pytest" },
@@ -1492,22 +1492,19 @@ dev = [
 ]
 
 [package.metadata]
-requires-dist = [
-    { name = "coverage", specifier = ">=7.6.1" },
-    { name = "fastapi", specifier = ">=0.115.12" },
-    { name = "httpx", specifier = ">=0.28.1" },
-    { name = "pytest", specifier = ">=8.3.5" },
-    { name = "pytest-asyncio", specifier = ">=0.23.0" },
-]
+requires-dist = [{ name = "httpx", specifier = ">=0.28.1" }]
 
 [package.metadata.requires-dev]
 dev = [
     { name = "alpaca-py", specifier = ">=0.40.1" },
+    { name = "behave", specifier = ">=1.2.6" },
     { name = "coverage", specifier = ">=7.8.0" },
     { name = "duckdb", specifier = ">=1.2.2" },
     { name = "ecos", specifier = ">=2.0.14" },
     { name = "fastapi", specifier = ">=0.115.12" },
+    { name = "loguru", specifier = ">=0.7.3" },
     { name = "polars", specifier = ">=1.29.0" },
+    { name = "prometheus-fastapi-instrumentator", specifier = ">=7.1.0" },
     { name = "pyarrow", specifier = ">=20.0.0" },
     { name = "pyportfolioopt", specifier = ">=1.5.6" },
     { name = "pytest", specifier = ">=8.3.5" },
@@ -1516,16 +1513,16 @@ dev = [
 
 [[package]]
 name = "polars"
-version = "1.29.0"
+version = "1.30.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0b/92/8d0e80fef779a392b1a736b554ffba62403026bad7df8a9de8b61dce018f/polars-1.29.0.tar.gz", hash = "sha256:d2acb71fce1ff0ea76db5f648abd91a7a6c460fafabce9a2e8175184efa00d02", size = 4582973, upload-time = "2025-04-30T20:57:22.46Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/82/b6/8dbdf626c0705a57f052708c9fc0860ffc2aa97955930d5faaf6a66fcfd3/polars-1.30.0.tar.gz", hash = "sha256:dfe94ae84a5efd9ba74e616e3e125b24ca155494a931890a8f17480737c4db45", size = 4668318, upload-time = "2025-05-21T13:33:24.175Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e7/5f/b277179cfce1258fecf4ad73cf627f670be41fdf088727090f68ca9c96ff/polars-1.29.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d053ee3217df31468caf2f5ddb9fd0f3a94fd42afdf7d9abe23d9d424adca02b", size = 34206809, upload-time = "2025-04-30T20:56:14.744Z" },
-    { url = "https://files.pythonhosted.org/packages/34/e7/634e5cb55ce8bef23ac8ad8e3834c9045f4b3cbdff1fb9e7826d864436e6/polars-1.29.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:14131078e365eae5ccda3e67383cd43c0c0598d7f760bdf1cb4082566c5494ce", size = 31100055, upload-time = "2025-04-30T20:56:19.43Z" },
-    { url = "https://files.pythonhosted.org/packages/50/15/0e9072e410731980ebc567c60a0a5f02bc2183310e48704ef83682cdd54c/polars-1.29.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54f6902da333f99208b8d27765d580ba0299b412787c0564275912122c228e40", size = 34828438, upload-time = "2025-04-30T20:56:22.839Z" },
-    { url = "https://files.pythonhosted.org/packages/69/c0/90fcaac5c95aa225b3899698289c0424d429ef72248b593f15294f95a35e/polars-1.29.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:7a0ac6a11088279af4d715f4b58068835f551fa5368504a53401743006115e78", size = 32073830, upload-time = "2025-04-30T20:56:26.742Z" },
-    { url = "https://files.pythonhosted.org/packages/17/ed/e5e570e22a03549a3c5397035a006b2c6343856a9fd15cccb5db39bdfa0a/polars-1.29.0-cp39-abi3-win_amd64.whl", hash = "sha256:f5aac4656e58b1e12f9481950981ef68b5b0e53dd4903bd72472efd2d09a74c8", size = 34971841, upload-time = "2025-04-30T20:56:29.953Z" },
-    { url = "https://files.pythonhosted.org/packages/45/fd/9039f609d76b3ebb13777f289502a00b52709aea5c35aed01d1090ac142f/polars-1.29.0-cp39-abi3-win_arm64.whl", hash = "sha256:0c105b07b980b77fe88c3200b015bf4695e53185385f0f244c13e2d1027c7bbf", size = 31298689, upload-time = "2025-04-30T20:56:33.449Z" },
+    { url = "https://files.pythonhosted.org/packages/40/48/e9b2cb379abcc9f7aff2e701098fcdb9fe6d85dc4ad4cec7b35d39c70951/polars-1.30.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:4c33bc97c29b7112f0e689a2f8a33143973a3ff466c70b25c7fd1880225de6dd", size = 35704342, upload-time = "2025-05-21T13:32:22.996Z" },
+    { url = "https://files.pythonhosted.org/packages/36/ca/f545f61282f75eea4dfde4db2944963dcd59abd50c20e33a1c894da44dad/polars-1.30.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:e3d05914c364b8e39a5b10dcf97e84d76e516b3b1693880bf189a93aab3ca00d", size = 32459857, upload-time = "2025-05-21T13:32:27.728Z" },
+    { url = "https://files.pythonhosted.org/packages/76/20/e018cd87d7cb6f8684355f31f4e193222455a6e8f7b942f4a2934f5969c7/polars-1.30.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a52af3862082b868c1febeae650af8ae8a2105d2cb28f0449179a7b44f54ccf", size = 36267243, upload-time = "2025-05-21T13:32:31.796Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/e7/b88b973021be07b13d91b9301cc14392c994225ef5107a32a8ffd3fd6424/polars-1.30.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:ffb3ef133454275d4254442257c5f71dd6e393ce365c97997dadeb6fa9d6d4b5", size = 33416871, upload-time = "2025-05-21T13:32:35.077Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/7c/d46d4381adeac537b8520b653dc30cb8b7edbf59883d71fbb989e9005de1/polars-1.30.0-cp39-abi3-win_amd64.whl", hash = "sha256:c26b633a9bd530c5fc09d317fca3bb3e16c772bd7df7549a9d8ec1934773cc5d", size = 36363630, upload-time = "2025-05-21T13:32:38.286Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/b5/5056d0c12aadb57390d0627492bef8b1abf3549474abb9ae0fd4e2bfa885/polars-1.30.0-cp39-abi3-win_arm64.whl", hash = "sha256:476f1bde65bc7b4d9f80af370645c2981b5798d67c151055e58534e89e96f2a8", size = 32643590, upload-time = "2025-05-21T13:32:42.107Z" },
 ]
 
 [[package]]
@@ -1538,7 +1535,6 @@ dependencies = [
     { name = "fastapi" },
     { name = "pandas" },
     { name = "polars" },
-    { name = "prometheus-fastapi-instrumentator" },
     { name = "pydantic" },
     { name = "pyportfolioopt" },
     { name = "requests" },
@@ -1552,7 +1548,6 @@ requires-dist = [
     { name = "fastapi", specifier = ">=0.115.12" },
     { name = "pandas", specifier = ">=2.1.0" },
     { name = "polars", specifier = ">=1.29.0" },
-    { name = "prometheus-fastapi-instrumentator", specifier = ">=7.1.0" },
     { name = "pydantic", specifier = ">=2.8.2" },
     { name = "pyportfolioopt", specifier = ">=1.5.6" },
     { name = "requests", specifier = ">=2.31.0" },
@@ -1579,7 +1574,59 @@ dependencies = [
 sdist = { url = "https://files.pythonhosted.org/packages/69/6d/24d53033cf93826aa7857699a4450c1c67e5b9c710e925b1ed2b320c04df/prometheus_fastapi_instrumentator-7.1.0.tar.gz", hash = "sha256:be7cd61eeea4e5912aeccb4261c6631b3f227d8924542d79eaf5af3f439cbe5e", size = 20220, upload-time = "2025-03-19T19:35:05.351Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/27/72/0824c18f3bc75810f55dacc2dd933f6ec829771180245ae3cc976195dec0/prometheus_fastapi_instrumentator-7.1.0-py3-none-any.whl", hash = "sha256:978130f3c0bb7b8ebcc90d35516a6fe13e02d2eb358c8f83887cdef7020c31e9", size = 19296, upload-time = "2025-03-19T19:35:04.323Z" },
+]
 
+[[package]]
+name = "propcache"
+version = "0.3.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/07/c8/fdc6686a986feae3541ea23dcaa661bd93972d3940460646c6bb96e21c40/propcache-0.3.1.tar.gz", hash = "sha256:40d980c33765359098837527e18eddefc9a24cea5b45e078a7f3bb5b032c6ecf", size = 43651, upload-time = "2025-03-26T03:06:12.05Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/58/60/f645cc8b570f99be3cf46714170c2de4b4c9d6b827b912811eff1eb8a412/propcache-0.3.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:f1528ec4374617a7a753f90f20e2f551121bb558fcb35926f99e3c42367164b8", size = 77865, upload-time = "2025-03-26T03:04:53.406Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/d4/c1adbf3901537582e65cf90fd9c26fde1298fde5a2c593f987112c0d0798/propcache-0.3.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:dc1915ec523b3b494933b5424980831b636fe483d7d543f7afb7b3bf00f0c10f", size = 45452, upload-time = "2025-03-26T03:04:54.624Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/b5/fe752b2e63f49f727c6c1c224175d21b7d1727ce1d4873ef1c24c9216830/propcache-0.3.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a110205022d077da24e60b3df8bcee73971be9575dec5573dd17ae5d81751111", size = 44800, upload-time = "2025-03-26T03:04:55.844Z" },
+    { url = "https://files.pythonhosted.org/packages/62/37/fc357e345bc1971e21f76597028b059c3d795c5ca7690d7a8d9a03c9708a/propcache-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d249609e547c04d190e820d0d4c8ca03ed4582bcf8e4e160a6969ddfb57b62e5", size = 225804, upload-time = "2025-03-26T03:04:57.158Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/f1/16e12c33e3dbe7f8b737809bad05719cff1dccb8df4dafbcff5575002c0e/propcache-0.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5ced33d827625d0a589e831126ccb4f5c29dfdf6766cac441d23995a65825dcb", size = 230650, upload-time = "2025-03-26T03:04:58.61Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/a2/018b9f2ed876bf5091e60153f727e8f9073d97573f790ff7cdf6bc1d1fb8/propcache-0.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4114c4ada8f3181af20808bedb250da6bae56660e4b8dfd9cd95d4549c0962f7", size = 234235, upload-time = "2025-03-26T03:05:00.599Z" },
+    { url = "https://files.pythonhosted.org/packages/45/5f/3faee66fc930dfb5da509e34c6ac7128870631c0e3582987fad161fcb4b1/propcache-0.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:975af16f406ce48f1333ec5e912fe11064605d5c5b3f6746969077cc3adeb120", size = 228249, upload-time = "2025-03-26T03:05:02.11Z" },
+    { url = "https://files.pythonhosted.org/packages/62/1e/a0d5ebda5da7ff34d2f5259a3e171a94be83c41eb1e7cd21a2105a84a02e/propcache-0.3.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a34aa3a1abc50740be6ac0ab9d594e274f59960d3ad253cd318af76b996dd654", size = 214964, upload-time = "2025-03-26T03:05:03.599Z" },
+    { url = "https://files.pythonhosted.org/packages/db/a0/d72da3f61ceab126e9be1f3bc7844b4e98c6e61c985097474668e7e52152/propcache-0.3.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:9cec3239c85ed15bfaded997773fdad9fb5662b0a7cbc854a43f291eb183179e", size = 222501, upload-time = "2025-03-26T03:05:05.107Z" },
+    { url = "https://files.pythonhosted.org/packages/18/6d/a008e07ad7b905011253adbbd97e5b5375c33f0b961355ca0a30377504ac/propcache-0.3.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:05543250deac8e61084234d5fc54f8ebd254e8f2b39a16b1dce48904f45b744b", size = 217917, upload-time = "2025-03-26T03:05:06.59Z" },
+    { url = "https://files.pythonhosted.org/packages/98/37/02c9343ffe59e590e0e56dc5c97d0da2b8b19fa747ebacf158310f97a79a/propcache-0.3.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:5cb5918253912e088edbf023788de539219718d3b10aef334476b62d2b53de53", size = 217089, upload-time = "2025-03-26T03:05:08.1Z" },
+    { url = "https://files.pythonhosted.org/packages/53/1b/d3406629a2c8a5666d4674c50f757a77be119b113eedd47b0375afdf1b42/propcache-0.3.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f3bbecd2f34d0e6d3c543fdb3b15d6b60dd69970c2b4c822379e5ec8f6f621d5", size = 228102, upload-time = "2025-03-26T03:05:09.982Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/a7/3664756cf50ce739e5f3abd48febc0be1a713b1f389a502ca819791a6b69/propcache-0.3.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:aca63103895c7d960a5b9b044a83f544b233c95e0dcff114389d64d762017af7", size = 230122, upload-time = "2025-03-26T03:05:11.408Z" },
+    { url = "https://files.pythonhosted.org/packages/35/36/0bbabaacdcc26dac4f8139625e930f4311864251276033a52fd52ff2a274/propcache-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5a0a9898fdb99bf11786265468571e628ba60af80dc3f6eb89a3545540c6b0ef", size = 226818, upload-time = "2025-03-26T03:05:12.909Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/27/4e0ef21084b53bd35d4dae1634b6d0bad35e9c58ed4f032511acca9d4d26/propcache-0.3.1-cp313-cp313-win32.whl", hash = "sha256:3a02a28095b5e63128bcae98eb59025924f121f048a62393db682f049bf4ac24", size = 40112, upload-time = "2025-03-26T03:05:14.289Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/2c/a54614d61895ba6dd7ac8f107e2b2a0347259ab29cbf2ecc7b94fa38c4dc/propcache-0.3.1-cp313-cp313-win_amd64.whl", hash = "sha256:813fbb8b6aea2fc9659815e585e548fe706d6f663fa73dff59a1677d4595a037", size = 44034, upload-time = "2025-03-26T03:05:15.616Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/a8/0a4fd2f664fc6acc66438370905124ce62e84e2e860f2557015ee4a61c7e/propcache-0.3.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:a444192f20f5ce8a5e52761a031b90f5ea6288b1eef42ad4c7e64fef33540b8f", size = 82613, upload-time = "2025-03-26T03:05:16.913Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/e5/5ef30eb2cd81576256d7b6caaa0ce33cd1d2c2c92c8903cccb1af1a4ff2f/propcache-0.3.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0fbe94666e62ebe36cd652f5fc012abfbc2342de99b523f8267a678e4dfdee3c", size = 47763, upload-time = "2025-03-26T03:05:18.607Z" },
+    { url = "https://files.pythonhosted.org/packages/87/9a/87091ceb048efeba4d28e903c0b15bcc84b7c0bf27dc0261e62335d9b7b8/propcache-0.3.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f011f104db880f4e2166bcdcf7f58250f7a465bc6b068dc84c824a3d4a5c94dc", size = 47175, upload-time = "2025-03-26T03:05:19.85Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/2f/854e653c96ad1161f96194c6678a41bbb38c7947d17768e8811a77635a08/propcache-0.3.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e584b6d388aeb0001d6d5c2bd86b26304adde6d9bb9bfa9c4889805021b96de", size = 292265, upload-time = "2025-03-26T03:05:21.654Z" },
+    { url = "https://files.pythonhosted.org/packages/40/8d/090955e13ed06bc3496ba4a9fb26c62e209ac41973cb0d6222de20c6868f/propcache-0.3.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8a17583515a04358b034e241f952f1715243482fc2c2945fd99a1b03a0bd77d6", size = 294412, upload-time = "2025-03-26T03:05:23.147Z" },
+    { url = "https://files.pythonhosted.org/packages/39/e6/d51601342e53cc7582449e6a3c14a0479fab2f0750c1f4d22302e34219c6/propcache-0.3.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5aed8d8308215089c0734a2af4f2e95eeb360660184ad3912686c181e500b2e7", size = 294290, upload-time = "2025-03-26T03:05:24.577Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/4d/be5f1a90abc1881884aa5878989a1acdafd379a91d9c7e5e12cef37ec0d7/propcache-0.3.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d8e309ff9a0503ef70dc9a0ebd3e69cf7b3894c9ae2ae81fc10943c37762458", size = 282926, upload-time = "2025-03-26T03:05:26.459Z" },
+    { url = "https://files.pythonhosted.org/packages/57/2b/8f61b998c7ea93a2b7eca79e53f3e903db1787fca9373af9e2cf8dc22f9d/propcache-0.3.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b655032b202028a582d27aeedc2e813299f82cb232f969f87a4fde491a233f11", size = 267808, upload-time = "2025-03-26T03:05:28.188Z" },
+    { url = "https://files.pythonhosted.org/packages/11/1c/311326c3dfce59c58a6098388ba984b0e5fb0381ef2279ec458ef99bd547/propcache-0.3.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9f64d91b751df77931336b5ff7bafbe8845c5770b06630e27acd5dbb71e1931c", size = 290916, upload-time = "2025-03-26T03:05:29.757Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/74/91939924b0385e54dc48eb2e4edd1e4903ffd053cf1916ebc5347ac227f7/propcache-0.3.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:19a06db789a4bd896ee91ebc50d059e23b3639c25d58eb35be3ca1cbe967c3bf", size = 262661, upload-time = "2025-03-26T03:05:31.472Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/d7/e6079af45136ad325c5337f5dd9ef97ab5dc349e0ff362fe5c5db95e2454/propcache-0.3.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:bef100c88d8692864651b5f98e871fb090bd65c8a41a1cb0ff2322db39c96c27", size = 264384, upload-time = "2025-03-26T03:05:32.984Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/d5/ba91702207ac61ae6f1c2da81c5d0d6bf6ce89e08a2b4d44e411c0bbe867/propcache-0.3.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:87380fb1f3089d2a0b8b00f006ed12bd41bd858fabfa7330c954c70f50ed8757", size = 291420, upload-time = "2025-03-26T03:05:34.496Z" },
+    { url = "https://files.pythonhosted.org/packages/58/70/2117780ed7edcd7ba6b8134cb7802aada90b894a9810ec56b7bb6018bee7/propcache-0.3.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e474fc718e73ba5ec5180358aa07f6aded0ff5f2abe700e3115c37d75c947e18", size = 290880, upload-time = "2025-03-26T03:05:36.256Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/1f/ecd9ce27710021ae623631c0146719280a929d895a095f6d85efb6a0be2e/propcache-0.3.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:17d1c688a443355234f3c031349da69444be052613483f3e4158eef751abcd8a", size = 287407, upload-time = "2025-03-26T03:05:37.799Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/66/2e90547d6b60180fb29e23dc87bd8c116517d4255240ec6d3f7dc23d1926/propcache-0.3.1-cp313-cp313t-win32.whl", hash = "sha256:359e81a949a7619802eb601d66d37072b79b79c2505e6d3fd8b945538411400d", size = 42573, upload-time = "2025-03-26T03:05:39.193Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/8f/50ad8599399d1861b4d2b6b45271f0ef6af1b09b0a2386a46dbaf19c9535/propcache-0.3.1-cp313-cp313t-win_amd64.whl", hash = "sha256:e7fb9a84c9abbf2b2683fa3e7b0d7da4d8ecf139a1c635732a8bda29c5214b0e", size = 46757, upload-time = "2025-03-26T03:05:40.811Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/d3/c3cb8f1d6ae3b37f83e1de806713a9b3642c5895f0215a62e1a4bd6e5e34/propcache-0.3.1-py3-none-any.whl", hash = "sha256:9a8ecf38de50a7f518c21568c80f985e776397b902f1ce0b01f799aba1608b40", size = 12376, upload-time = "2025-03-26T03:06:10.5Z" },
+]
+
+[[package]]
+name = "proto-plus"
+version = "1.26.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f4/ac/87285f15f7cce6d4a008f33f1757fb5a13611ea8914eb58c3d0d26243468/proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012", size = 56142, upload-time = "2025-03-10T15:54:38.843Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4e/6d/280c4c2ce28b1593a19ad5239c8b826871fc6ec275c21afc8e1820108039/proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66", size = 50163, upload-time = "2025-03-10T15:54:37.335Z" },
 ]
 
 [[package]]
@@ -1611,7 +1658,7 @@ wheels = [
 
 [[package]]
 name = "pulumi"
-version = "3.170.0"
+version = "3.171.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "debugpy" },
@@ -1623,21 +1670,21 @@ dependencies = [
     { name = "semver" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/44/f0/b23f19dae871bb3d43bf3f29b11535d536d2ef9a4b7703e4d2467afc6cf9/pulumi-3.170.0-py3-none-any.whl", hash = "sha256:824b3c293c659be0cd6b975a719d921987a359f4c97639fc7ecd24a83e8cfd4d", size = 338393, upload-time = "2025-05-15T15:00:49.237Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/1b/14d5e7a76b21c5f168634f9ba05a39efc8239f0f9c120314ab2acf56cde6/pulumi-3.171.0-py3-none-any.whl", hash = "sha256:4092439e01a42509132c2ef837e09317eaf3fd38a4d12faa2b826015e58df094", size = 353578, upload-time = "2025-05-21T16:15:31.019Z" },
 ]
 
 [[package]]
 name = "pulumi-docker"
-version = "4.6.2"
+version = "4.7.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "parver" },
     { name = "pulumi" },
     { name = "semver" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b1/05/0c4646958d828ba9a785b65434bdd81a0ffacf623dfed1bc09f6a68c93b2/pulumi_docker-4.6.2.tar.gz", hash = "sha256:2c996bd2510062824c4b992c56e379cdf928118c0de229b4b6f1c397513b8ea1", size = 90556, upload-time = "2025-03-15T00:44:24.998Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9e/d7/9e1838f2b7575ef7658f140074b7cbd1efa64de7b017ff4d7e33151fcc83/pulumi_docker-4.7.0.tar.gz", hash = "sha256:cb50ec39f3d6201b336db57997d40018e10ab754dad48d7663b8d2e96c48a3f8", size = 96058, upload-time = "2025-05-21T18:44:17.188Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5f/e9/85822f9982784d8eecfd4a06a985d196c2a478ad32e9e24c7cef91b5ec59/pulumi_docker-4.6.2-py3-none-any.whl", hash = "sha256:f1854aae639624c8cda3d8814dc165b9f303d8181aba86619c6f16afcd553f01", size = 110237, upload-time = "2025-03-15T00:44:23.169Z" },
+    { url = "https://files.pythonhosted.org/packages/30/0c/f1c6a28e341328128d10cb7cbdc2a43926e60c94b203e52c9611d64b6e00/pulumi_docker-4.7.0-py3-none-any.whl", hash = "sha256:9316152c805adc23af7af6bcc4180d80980b05d7c4974460bfc450a8617cc996", size = 117331, upload-time = "2025-05-21T18:44:16.041Z" },
 ]
 
 [[package]]
@@ -1656,16 +1703,16 @@ wheels = [
 
 [[package]]
 name = "pulumi-gcp"
-version = "8.31.0"
+version = "8.32.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "parver" },
     { name = "pulumi" },
     { name = "semver" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b7/ed/70faa2aeb61ae4cd460100303253577df08aad376fc66684248d8bd08643/pulumi_gcp-8.31.0.tar.gz", hash = "sha256:c32791fb029591217d95460b33368648b12879058830a0611b9b4f102a40ff8d", size = 7639978, upload-time = "2025-05-15T14:48:23.677Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c6/09/a88c56f0729d8d26a4bcbf3cd4a12c3d95fb4077cd09bedb04d00389e2b0/pulumi_gcp-8.32.0.tar.gz", hash = "sha256:12134dd888e98a54a5af0302794e09fb5fc3e7369672097f15ffc3aca8237201", size = 7715958, upload-time = "2025-05-21T15:56:27.128Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d9/5f/1d122e3b6fc6a533e07480ae7ab24bd3bfb9489b9d121bd03bbfc95bb1ea/pulumi_gcp-8.31.0-py3-none-any.whl", hash = "sha256:10e72436757491d7e00ca3ea58541cf67b5c502ba6ec30481b0244481385ab43", size = 9658676, upload-time = "2025-05-15T14:48:20.098Z" },
+    { url = "https://files.pythonhosted.org/packages/03/59/2d5d3fa1a4b1e6a2918b52bad7bd3272a14df3675d5b050f9f70614f30a3/pulumi_gcp-8.32.0-py3-none-any.whl", hash = "sha256:329b090fbbd48af833e070a0f0f37aaa372391c1154a499c44426433e4411785", size = 9741111, upload-time = "2025-05-21T15:56:24.103Z" },
 ]
 
 [[package]]
@@ -1822,18 +1869,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/30/3d/64ad57c803f1fa1e963a7946b6e0fea4a70df53c1a7fed304586539c2bac/pytest-8.3.5-py3-none-any.whl", hash = "sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820", size = 343634, upload-time = "2025-03-02T12:54:52.069Z" },
 ]
 
-[[package]]
-name = "pytest-asyncio"
-version = "0.26.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "pytest" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/8e/c4/453c52c659521066969523e87d85d54139bbd17b78f09532fb8eb8cdb58e/pytest_asyncio-0.26.0.tar.gz", hash = "sha256:c4df2a697648241ff39e7f0e4a73050b03f123f760673956cf0d72a4990e312f", size = 54156, upload-time = "2025-03-25T06:22:28.883Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/20/7f/338843f449ace853647ace35870874f69a764d251872ed1b4de9f234822c/pytest_asyncio-0.26.0-py3-none-any.whl", hash = "sha256:7b51ed894f4fbea1340262bdae5135797ebbe21d8638978e35d31c6d19f72fb0", size = 19694, upload-time = "2025-03-25T06:22:27.807Z" },
-]
-
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1924,6 +1959,72 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f9/9b/335f9764261e915ed497fcdeb11df5dfd6f7bf257d4a6a2a686d80da4d54/requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6", size = 64928, upload-time = "2024-05-29T15:37:47.027Z" },
 ]
 
+[[package]]
+name = "requests-oauthlib"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "oauthlib" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/42/f2/05f29bc3913aea15eb670be136045bf5c5bbf4b99ecb839da9b422bb2c85/requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9", size = 55650, upload-time = "2024-03-22T20:32:29.939Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3b/5d/63d4ae3b9daea098d5d6f5da83984853c1bbacd5dc826764b249fe119d24/requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36", size = 24179, upload-time = "2024-03-22T20:32:28.055Z" },
+]
+
+[[package]]
+name = "rich"
+version = "14.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py" },
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a1/53/830aa4c3066a8ab0ae9a9955976fb770fe9c6102117c8ec4ab3ea62d89e8/rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725", size = 224078, upload-time = "2025-03-30T14:15:14.23Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0d/9b/63f4c7ebc259242c89b3acafdb37b41d1185c07ff0011164674e9076b491/rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0", size = 243229, upload-time = "2025-03-30T14:15:12.283Z" },
+]
+
+[[package]]
+name = "rich-click"
+version = "1.8.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "rich" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b7/a8/dcc0a8ec9e91d76ecad9413a84b6d3a3310c6111cfe012d75ed385c78d96/rich_click-1.8.9.tar.gz", hash = "sha256:fd98c0ab9ddc1cf9c0b7463f68daf28b4d0033a74214ceb02f761b3ff2af3136", size = 39378, upload-time = "2025-05-19T21:33:05.569Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b6/c2/9fce4c8a9587c4e90500114d742fe8ef0fd92d7bad29d136bb9941add271/rich_click-1.8.9-py3-none-any.whl", hash = "sha256:c3fa81ed8a671a10de65a9e20abf642cfdac6fdb882db1ef465ee33919fbcfe2", size = 36082, upload-time = "2025-05-19T21:33:04.195Z" },
+]
+
+[[package]]
+name = "rsa"
+version = "4.9.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pyasn1" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/da/8a/22b7beea3ee0d44b1916c0c1cb0ee3af23b700b6da9f04991899d0c555d4/rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75", size = 29034, upload-time = "2025-04-16T09:51:18.218Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/8d/0133e4eb4beed9e425d9a98ed6e081a55d195481b7632472be1af08d2f6b/rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762", size = 34696, upload-time = "2025-04-16T09:51:17.142Z" },
+]
+
+[[package]]
+name = "s3fs"
+version = "2025.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiobotocore" },
+    { name = "aiohttp" },
+    { name = "fsspec" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/58/54/142a70e4c39a84b2b7c97200b179a4491c9c479f36e5c569c74dbfa96394/s3fs-2025.5.0.tar.gz", hash = "sha256:8ddbdc83c98ed55c7397a295596a7106de6f7a126c45798a95ad4d280edb3611", size = 77305, upload-time = "2025-05-20T15:54:56.076Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/06/62/656d0b3534eacea309d78bd8a8e15e6359d3c691e4192743c2f41e45b509/s3fs-2025.5.0-py3-none-any.whl", hash = "sha256:4eb942ebadfb7423f695475519849862d7d88f6f139cd7d9a211e5eb6fd5fc93", size = 30481, upload-time = "2025-05-20T15:54:54.492Z" },
+]
+
 [[package]]
 name = "scipy"
 version = "1.15.3"
@@ -2050,6 +2151,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f4/d0/c9543b52c067a390ae6ae632d7fd1b97a35cdc8d69d40c0b7d334b326410/statsd-4.0.1-py2.py3-none-any.whl", hash = "sha256:c2676519927f7afade3723aca9ca8ea986ef5b059556a980a867721ca69df093", size = 13118, upload-time = "2022-11-06T14:17:34.258Z" },
 ]
 
+[[package]]
+name = "tenacity"
+version = "9.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0a/d4/2b0cd0fe285e14b36db076e78c93766ff1d529d70408bd1d2a5a84f1d929/tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb", size = 48036, upload-time = "2025-04-02T08:25:09.966Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e5/30/643397144bfbfec6f6ef821f36f33e57d35946c44a2352d3c9f0ae847619/tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138", size = 28248, upload-time = "2025-04-02T08:25:07.678Z" },
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.13.2"
@@ -2074,14 +2184,14 @@ wheels = [
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.0"
+version = "0.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/82/5c/e6082df02e215b846b4b8c0b887a64d7d08ffaba30605502639d44c06b82/typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122", size = 76222, upload-time = "2025-02-25T17:27:59.638Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f8/b1/0c11f5058406b3af7609f121aaa6b609744687f1d158b3c3a5bf4cc94238/typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28", size = 75726, upload-time = "2025-05-21T18:55:23.885Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/31/08/aa4fdfb71f7de5176385bd9e90852eaf6b5d622735020ad600f2bab54385/typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f", size = 14125, upload-time = "2025-02-25T17:27:57.754Z" },
+    { url = "https://files.pythonhosted.org/packages/17/69/cd203477f944c353c31bade965f880aa1061fd6bf05ded0726ca845b6ff7/typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51", size = 14552, upload-time = "2025-05-21T18:55:22.152Z" },
 ]
 
 [[package]]
diff --git a/workflows/pyproject.toml b/workflows/pyproject.toml
index 1b546a765..4302983ef 100644
--- a/workflows/pyproject.toml
+++ b/workflows/pyproject.toml
@@ -1,5 +1,6 @@
 [project]
 name = "workflows"
+description = "Data and model workflows"
 version = "0.1.0"
 requires-python = ">=3.13"
 dependencies = [