diff --git a/.gitignore b/.gitignore
index 0f18349a8..9eb54d81f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,6 +6,7 @@
 .python_coverage.*
 __pycache__/
 infrastructure/Pulumi.infrastructure.yaml
-.coverage/
+.envrc
 .coverage*
-coverage.xml
\ No newline at end of file
+.coverage/
+coverage.xml
diff --git a/.mise.toml b/.mise.toml
index 726d0875c..b0a6f4bd1 100644
--- a/.mise.toml
+++ b/.mise.toml
@@ -1,3 +1,6 @@
+[env]
+COMPOSE_BAKE=true
+
 [tasks."python:install"]
 description = "Install Python dependencies"
 run = "uv sync --all-groups"
@@ -29,6 +32,7 @@ ruff check \
 description = "Run Python tests"
 run = "docker compose run tests"
 
+
 [tasks."application:service:run"]
 description = "Run the application service"
 run = """
@@ -38,12 +42,25 @@ docker run \
 pocketsizefund/{{arg(name="service_name")}}:latest \
 """
 
+[tasks."application:service: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"]
+description = "Run integration tests"
+run = """
+cd application/{{arg(name="service_name")}}
+docker-compose up --build --abort-on-container-exit --remove-orphans
+"""
 
 [tasks."lint"]
 depends = ["python:lint"]
 description = "Run code quality checks"
 run = """
-yamllint .
+yamllint -d "{extends: relaxed, rules: {line-length: {max: 110}}}" . 
 """
 
 [tasks."infrastructure:up"]
@@ -52,3 +69,4 @@ run = """
 cd infrastructure
 uv run pulumi up --yes
 """
+
diff --git a/application/datamanager/Dockerfile.test b/application/datamanager/Dockerfile.test
new file mode 100644
index 000000000..c03f06455
--- /dev/null
+++ b/application/datamanager/Dockerfile.test
@@ -0,0 +1,11 @@
+FROM python:3.13-slim
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /bin/uv
+
+WORKDIR /tests
+
+COPY pyproject.toml .
+RUN uv sync --only-group dev
+
+COPY features /tests
+
+CMD ["uv", "run", "behave", "features/"]
diff --git a/application/datamanager/compose.yaml b/application/datamanager/compose.yaml
new file mode 100644
index 000000000..29bd73edf
--- /dev/null
+++ b/application/datamanager/compose.yaml
@@ -0,0 +1,37 @@
+name: Integration Tests for datamanager service
+
+services:
+  datamanager:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    ports:
+      - 8080:8080
+    environment:
+      - POLYGON_API_KEY=${POLYGON_API_KEY}
+      - DATA_BUCKET=${DATA_BUCKET}
+      - GOOGLE_APPLICATION_CREDENTIALS=/root/.config/gcloud/application_default_credentials.json
+      - DUCKDB_ACCESS_KEY=${DUCKDB_ACCESS_KEY}
+      - DUCKDB_SECRET=${DUCKDB_SECRET}
+    volumes:
+      - ./:/app/datamanager
+      - ~/.config/gcloud/application_default_credentials.json:/root/.config/gcloud/application_default_credentials.json:ro
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://0.0.0.0:8080/health"]
+      interval: 10s
+      timeout: 5s
+      retries: 3
+      start_period: 1s
+
+  tests:
+    build:
+      context: .
+      dockerfile: Dockerfile.test
+    volumes:
+      - ./:/app/datamanager
+    depends_on:
+      datamanager:
+        condition: service_healthy
+    environment:
+      - BASE_URL=http://datamanager:8080
+    command: ["uv", "run", "behave"]
diff --git a/application/datamanager/features/environment.py b/application/datamanager/features/environment.py
new file mode 100644
index 000000000..a2ceb44d9
--- /dev/null
+++ b/application/datamanager/features/environment.py
@@ -0,0 +1,6 @@
+import os
+
+
+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/equity_bars.feature b/application/datamanager/features/equity_bars.feature
new file mode 100644
index 000000000..9bbe4080f
--- /dev/null
+++ b/application/datamanager/features/equity_bars.feature
@@ -0,0 +1,24 @@
+Feature: Equity Bars Data Management
+    As a datamanager application
+    I want to fetch, store, retrieve, and delete equity bars data
+    So that I can manage market data efficiently
+
+    Background:
+        Given the datamanager API is running
+
+    Scenario Outline: Manage bucket data for <start_date> to <end_date>
+        Given I have date ranges:
+            | start_date | end_date |
+            | <start_date> | <end_date> |
+        When I send a POST request to "/equity-bars" for date range
+        Then the response status code should be 200
+        When I send a GET request to "/equity-bars" for date range
+        Then the response status code should be 200
+        When I send a DELETE request to "/equity-bars" for date "<start_date>"
+        Then the response status code should be 204
+
+        Examples: dates
+            | start_date | end_date   |
+            | 2025-05-20 | 2025-05-20 |
+
+    Scenario Outline: Skip weekends
diff --git a/application/datamanager/features/health.feature b/application/datamanager/features/health.feature
new file mode 100644
index 000000000..8a63f0aba
--- /dev/null
+++ b/application/datamanager/features/health.feature
@@ -0,0 +1,11 @@
+Feature: Health Check Endpoint
+    As a client
+    I want to check the health of the datamanager API
+    So that I can ensure the service is running
+
+    Background:
+        Given the datamanager API is running
+
+    Scenario: Health endpoint responds successfully
+        When I send a GET request to "/health"
+        Then the response status code should be 200
\ No newline at end of file
diff --git a/application/datamanager/features/steps/equity_bars_steps.py b/application/datamanager/features/steps/equity_bars_steps.py
new file mode 100644
index 000000000..5ea39b6f6
--- /dev/null
+++ b/application/datamanager/features/steps/equity_bars_steps.py
@@ -0,0 +1,63 @@
+import os
+import sys
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).parent.parent.parent))
+
+import requests
+from behave import given, when, then
+
+
+@given("I have date ranges")
+def step_impl_date_ranges(context):
+    for row in context.table:
+        context.start_date = row["start_date"]
+        context.end_date = row["end_date"]
+
+
+@given("the datamanager API is running")
+def step_impl_api_url(context):
+    context.api_url = context.base_url
+
+
+@when('I send a POST request to "{endpoint}" for date range')
+def step_impl_post_request(context, endpoint):
+    url = f"{context.api_url}{endpoint}"
+    response = requests.post(url, json={"date": context.start_date})
+    context.response = response
+
+
+@when('I send a GET request to "{endpoint}" for date range')
+def step_imp_get_request(context, endpoint):
+    url = f"{context.api_url}{endpoint}"
+    response = requests.get(
+        url,
+        params={"start_date": context.start_date, "end_date": context.end_date},
+    )
+    context.response = response
+
+
+@then("the response status code should be {status_code}")
+def step_impl_response_status_code(context, status_code):
+    assert context.response.status_code == int(status_code), (
+        f"Expected status code {status_code}, got {context.response.status_code}"
+    )
+
+
+@when('I send a DELETE request to "{endpoint}" for date "{date_str}"')
+def step_impl(context, endpoint, date_str):
+    url = f"{context.api_url}{endpoint}"
+    response = requests.delete(url, json={"date": date_str})
+    context.response = response
+    context.test_date = date_str
+
+
+@then('the equity bars data for "{date_str}" should be deleted')
+def step_impl_equity_bars(context, date_str):
+    if os.environ.get("GCP_GCS_BUCKET"):
+        assert True, "GCS bucket deletion check would go here"
+    else:
+        expected_file = Path(f"equity_bars_{date_str}.parquet")
+        assert not expected_file.exists(), (
+            f"Parquet file {expected_file} still exists after deletion"
+        )
diff --git a/application/datamanager/features/steps/health_steps.py b/application/datamanager/features/steps/health_steps.py
new file mode 100644
index 000000000..14ba44ad0
--- /dev/null
+++ b/application/datamanager/features/steps/health_steps.py
@@ -0,0 +1,9 @@
+from behave import when
+import requests
+
+
+@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
new file mode 100644
index 000000000..6e7cf7378
--- /dev/null
+++ b/application/datamanager/mise.toml
@@ -0,0 +1,11 @@
+[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 e61bea9b2..7c4f13c2b 100644
--- a/application/datamanager/pyproject.toml
+++ b/application/datamanager/pyproject.toml
@@ -9,6 +9,9 @@ dependencies = [
     "duckdb>=1.2.2",
     "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"
 ]
@@ -19,3 +22,9 @@ packages = ["datamanager"]
 [build-system]
 requires = ["hatchling"]
 build-backend = "hatchling.build"
+
+[dependency-groups]
+dev = [
+    "behave>=1.2.6",
+    "requests>=2.31.0",
+]
diff --git a/application/datamanager/src/datamanager/config.py b/application/datamanager/src/datamanager/config.py
new file mode 100644
index 000000000..d57ea181d
--- /dev/null
+++ b/application/datamanager/src/datamanager/config.py
@@ -0,0 +1,43 @@
+import os
+import json
+from functools import cached_property
+from pydantic import BaseModel, Field, computed_field
+
+
+class Polygon(BaseModel):
+    api_key: str = Field(default=os.getenv("POLYGON_API_KEY"))
+    base_url: str = "https://api.polygon.io"
+    daily_bars: str = "/v2/aggs/grouped/locale/us/market/stocks/"
+
+
+class Bucket(BaseModel):
+    name: str = Field(default=os.getenv("DATA_BUCKET"))
+    project: str = Field(default=os.getenv("GCP_PROJECT"))
+
+    @computed_field
+    def daily_bars_path(self) -> str:
+        return f"gs://{self.name}/equity/bars/"
+
+
+class GCP(BaseModel):
+    bucket: Bucket = Bucket()
+    credentials_path: str = os.getenv("GOOGLE_APPLICATION_CREDENTIALS", "")
+
+    @cached_property
+    def _creds(self) -> dict:
+        with open(self.credentials_path) as f:
+            creds = json.load(f)
+        return creds
+
+    @computed_field
+    def key_id(self) -> str | None:
+        return self._creds.get("client_email")
+
+    @computed_field
+    def secret(self) -> str:
+        return json.dumps(self._creds).replace("'", "\\'")
+
+
+class Settings(BaseModel):
+    gcp: GCP = GCP()
+    polygon: Polygon = Polygon()
diff --git a/application/datamanager/src/datamanager/main.py b/application/datamanager/src/datamanager/main.py
index 805a078f0..ac8860369 100644
--- a/application/datamanager/src/datamanager/main.py
+++ b/application/datamanager/src/datamanager/main.py
@@ -1,127 +1,171 @@
-from fastapi import FastAPI
-import duckdb
-import polars as pl
-from datetime import datetime, timedelta
+import traceback
+import pyarrow
 import os
 from prometheus_fastapi_instrumentator import Instrumentator
 
+import duckdb
+from google.api_core import exceptions
+from google.cloud import storage
+from contextlib import asynccontextmanager
+from datetime import date
+import httpx
+import polars as pl
+from fastapi import FastAPI, Request, Response, status, HTTPException
+from .config import Settings
+from .models import BarsSummary, SummaryDate
+from loguru import logger
+
+
+def bars_query(*, bucket: str, start_date: date, end_date: date) -> str:
+    path_pattern = f"gs://{bucket}/equity/bars/*/*/*/*"
+
+    return f"""
+        SELECT *
+        FROM read_parquet(
+            '{path_pattern}', 
+            HIVE_PARTITIONING=1
+        )
+        WHERE 
+            (year > {start_date.year} OR 
+             (year = {start_date.year} AND month > {start_date.month}) OR 
+             (year = {start_date.year} AND month = {start_date.month} AND day >= {start_date.day}))
+            AND
+            (year < {end_date.year} OR 
+             (year = {end_date.year} AND month < {end_date.month}) OR 
+             (year = {end_date.year} AND month = {end_date.month} AND day <= {end_date.day}))
+    """
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    app.state.settings = Settings()
+    app.state.bucket = storage.Client(os.getenv("GCP_PROJECT")).bucket(
+        app.state.settings.gcp.bucket.name
+    )
+
+    DUCKDB_ACCESS_KEY = os.getenv("DUCKDB_ACCESS_KEY")
+    DUCKDB_SECRET = os.getenv("DUCKDB_SECRET")
+
+    app.state.connection = duckdb.connect()
+    app.state.connection.execute(f"""
+      INSTALL httpfs;
+      LOAD httpfs;
+      SET http_keep_alive=true;
+      SET http_timeout=30000;
+      CREATE SECRET (
+        TYPE GCS, 
+        KEY_ID '{DUCKDB_ACCESS_KEY}',
+        SECRET '{DUCKDB_SECRET}'
+      );
+    """)
+
+    yield
+
+
+application = FastAPI(lifespan=lifespan)
+Instrumentator().instrument(application).expose(application)
 
-class Database:
-    def __init__(
-        self,
-        gcp_key_id: str = "",
-        gcp_secret: str = "",
-        gcp_gcs_bucket: str = "",
-    ):
-        self.gcp_gcs_bucket = gcp_gcs_bucket
-        self.connection = None
-        if gcp_key_id and gcp_secret:
-            connection = duckdb.connect()
-
-            connection.execute("INSTALL httpfs;")
-            connection.execute("LOAD httpfs;")
-
-            connection.execute(f"""CREATE SECRET (
-                TYPE gcs,
-                KEY_ID '{gcp_key_id}',
-                SECRET '{gcp_secret}'
-            );""")
-
-            self.connection = connection
-
-        else:
-            connection = duckdb.connect()
-
-            data = {
-                "timestamp": [
-                    "2025-05-01T09:30:00Z",
-                    "2025-05-02T09:30:00Z",
-                    "2025-05-03T09:30:00Z",
-                    "2025-05-04T09:30:00Z",
-                    "2025-05-05T09:30:00Z",
-                ],
-                "ticker": ["AAPL", "AAPL", "AAPL", "AAPL", "AAPL"],
-                "open_price": [150.00, 151.80, 152.10, 153.30, 154.60],
-                "high_price": [152.50, 153.20, 154.00, 155.00, 156.30],
-                "low_price": [149.00, 150.50, 151.00, 152.20, 153.40],
-                "close_price": [151.75, 152.00, 153.25, 154.50, 155.75],
-                "trade_count": [1000, 1200, 1100, 1300, 1400],
-                "volume": [50000, 55000, 52000, 57000, 60000],
-                "volume_weighted_average_price": [
-                    151.25,
-                    151.90,
-                    152.60,
-                    153.80,
-                    155.00,
-                ],
-            }
-
-            connection.register("equity_bars_data", pl.DataFrame(data))
-
-            connection.execute(
-                "CREATE TABLE equity_bars AS SELECT * FROM equity_bars_data"
-            )
-
-            self.connection = connection
-
-    def query(
-        self,
-        start_date: datetime,
-        end_date: datetime,
-    ) -> pl.DataFrame:
-        if start_date > end_date:
-            raise ValueError("Start date must be earlier than end date.")
-
-        query_statement = ""
-        if self.gcp_gcs_bucket:
-            filepaths = []
-            current_date = start_date
-            while current_date <= end_date:
-                filepath = f"gs://{self.gcp_gcs_bucket}/equity/bars/{current_date.strftime('%Y-%m-%d')}/data.csv"
-                filepaths.append(filepath)
-                current_date += timedelta(days=1)
-
-            query_statement = f"SELECT * FROM read_csv({filepaths})"
-
-        else:
-            query_statement = "SELECT * FROM equity_bars;"
-
-        return self.connection.execute(query_statement).pl()
-
-
-application = FastAPI()
+@application.get("/health")
+async def health_check():
+    return Response(status_code=status.HTTP_200_OK)
 
-Instrumentator().instrument(application).expose(application)
 
+@application.get("/equity-bars")
+async def get_equity_bars(
+    request: Request, start_date: date, end_date: date
+) -> Response:
+    settings: Settings = request.app.state.settings
+
+    query = bars_query(
+        bucket=settings.gcp.bucket.name, start_date=start_date, end_date=end_date
+    )
+
+    try:
+        data = request.app.state.connection.execute(query).arrow()
+
+        if data.num_rows == 0:
+            return Response(status_code=status.HTTP_404_NOT_FOUND)
+
+        logger.info(f"Query returned {data.num_rows} rows")
+        sink = pyarrow.BufferOutputStream()
+        with pyarrow.ipc.RecordBatchStreamWriter(sink, data.schema) as writer:
+            writer.write_table(data)
+
+        return Response(
+            content=sink.getvalue().to_pybytes(),
+            media_type="application/vnd.apache.arrow.file",
+            headers={
+                "Content-Disposition": f"attachment; filename=equity_bars_{start_date}_{end_date}.arrow",
+                "X-Row-Count": str(data.num_rows),
+                "X-Start-Date": str(start_date),
+                "X-End-Date": str(end_date),
+            },
+        )
+
+    except Exception as e:
+        logger.error(f"Error querying data: {e}")
+        logger.error(traceback.format_exc())
+        return Response(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR)
+
+
+@application.post("/equity-bars", response_model=BarsSummary)
+async def fetch_equity_bars(request: Request, summary_date: SummaryDate) -> BarsSummary:
+    polygon = request.app.state.settings.polygon
+    bucket = request.app.state.settings.gcp.bucket
+
+    url = f"{polygon.base_url}{polygon.daily_bars}{summary_date.date.strftime('%Y-%m-%d')}"
+    logger.info(f"polygon_api_endpoint={url}")
+
+    params = {"adjusted": "true", "apiKey": polygon.api_key}
+    async with httpx.AsyncClient() as client:
+        response = await client.get(
+            url,
+            params=params,
+        )
+    response.raise_for_status()
+    payload = response.json().get("results", [])
+
+    bars = pl.DataFrame(payload)
+    count = len(bars)
+    if count > 0:
+        try:
+            bars.with_columns(
+                [
+                    pl.from_epoch("t", time_unit="ms").alias("datetime"),
+                    pl.from_epoch("t", time_unit="ms").dt.year().alias("year"),
+                    pl.from_epoch("t", time_unit="ms").dt.month().alias("month"),
+                    pl.from_epoch("t", time_unit="ms").dt.day().alias("day"),
+                ]
+            ).write_parquet(
+                bucket.daily_bars_path, partition_by=["year", "month", "day"]
+            )
+        except Exception as e:
+            logger.error(f"Error writing parquet file: {e}")
+            logger.error(traceback.format_exc())
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+                detail="Failed to write data",
+            )
+    return BarsSummary(date=summary_date.date.strftime("%Y-%m-%d"), count=count)
 
-gcp_key_id = os.getenv("GCP_KEY_ID")
-gcp_secret = os.getenv("GCP_SECRET")
-gcp_gcs_bucket = os.getenv("GCP_GCS_BUCKET")
 
-database = Database(
-    gcp_key_id=gcp_key_id,
-    gcp_secret=gcp_secret,
-    gcp_gcs_bucket=gcp_gcs_bucket,
-)
 
+@application.delete("/equity-bars")
+async def delete_equity_bars(request: Request, summary_date: SummaryDate):
+    bucket = request.app.state.bucket
+    year = summary_date.date.year
+    month = summary_date.date.month
+    day = summary_date.date.day
+    prefix = f"equity/bars/{year=}/{month=}/{day=}"
 
-@application.get("/health")
-async def get_health():
-    return {"status": "healthy"}
+    try:
+        blobs = list(bucket.list_blobs(prefix=prefix))
+    except exceptions.NotFound:
+        return Response(status_code=status.HTTP_404_NOT_FOUND)
+    if not blobs:
+        return Response(status_code=status.HTTP_404_NOT_FOUND)
 
+    logger.info(f"deleting {prefix=}")
+    bucket.delete_blobs(blobs)
 
-@application.get("/equity-bars")
-async def get_equity_bars(
-    start_date: datetime,
-    end_date: datetime,
-):
-    results = database.query(start_date, end_date)
-
-    return {
-        "data": results.to_dicts(),
-        "metadata": {
-            "start_date": start_date,
-            "end_date": end_date,
-            "count": len(results),
-        },
-    }
+    return Response(status_code=status.HTTP_204_NO_CONTENT)
diff --git a/application/datamanager/src/datamanager/models.py b/application/datamanager/src/datamanager/models.py
new file mode 100644
index 000000000..6649f2ed2
--- /dev/null
+++ b/application/datamanager/src/datamanager/models.py
@@ -0,0 +1,39 @@
+import datetime
+from pydantic import BaseModel, Field, field_validator
+
+
+class SummaryDate(BaseModel):
+    date: datetime.date = Field(
+        default_factory=lambda: datetime.datetime.utcnow().date()
+    )
+
+    @field_validator("date", mode="before")
+    def parse_date(cls, value):
+        if isinstance(value, datetime.date):
+            return value
+        for fmt in ("%Y-%m-%d", "%Y/%m/%d"):
+            try:
+                return datetime.datetime.strptime(value, fmt).date()
+            except ValueError:
+                continue
+        raise ValueError("Invalid date format: expected YYYY-MM-DD or YYYY/MM/DD")
+
+    model_config = {"json_encoders": {datetime.date: lambda d: d.strftime("%Y/%m/%d")}}
+
+
+class DateRange(BaseModel):
+    start: datetime.date
+    end: datetime.date
+
+    @field_validator("end")
+    @classmethod
+    def check_end_after_start(cls, end_value, info):
+        start_value = info.data.get("start")
+        if start_value and end_value <= start_value:
+            raise ValueError("End date must be after start date.")
+        return end_value
+
+
+class BarsSummary(BaseModel):
+    date: str
+    count: int
diff --git a/application/datamanager/tests/test_datamanager_main.py b/application/datamanager/tests/test_datamanager_main.py
deleted file mode 100644
index dd0f45e92..000000000
--- a/application/datamanager/tests/test_datamanager_main.py
+++ /dev/null
@@ -1,10 +0,0 @@
-from fastapi.testclient import TestClient
-from application.datamanager.src.datamanager.main import application
-
-client = TestClient(application)
-
-
-def test_health_check():
-    response = client.get("/health")
-    assert response.status_code == 200
-    assert response.json() == {"status": "healthy"}
diff --git a/infrastructure/Pulumi.yaml b/infrastructure/Pulumi.yaml
index 2bb26c685..a139b0c60 100644
--- a/infrastructure/Pulumi.yaml
+++ b/infrastructure/Pulumi.yaml
@@ -1,3 +1,4 @@
+---
 name: pocketsizefund-infrastructure
 runtime: python
 description: Pocket Size Fund Infrastructure
diff --git a/infrastructure/buckets.py b/infrastructure/buckets.py
index ed0bfef5b..1be03e0dd 100644
--- a/infrastructure/buckets.py
+++ b/infrastructure/buckets.py
@@ -5,11 +5,9 @@
 
 config = Config()
 
-prod_bucket_name = config.require_secret("prod_bucket_name")
-
-prod_data_bucket = storage.Bucket(
-    "prod-data-bucket",
-    name=prod_bucket_name,
+production_data_bucket = storage.Bucket(
+    "production-data-bucket",
+    name=config.require_secret("production_data_bucket_name"),
     location=project.REGION,
     uniform_bucket_level_access=True,
 )
diff --git a/infrastructure/cloud_run.py b/infrastructure/cloud_run.py
index f323e39c3..58d8c4894 100644
--- a/infrastructure/cloud_run.py
+++ b/infrastructure/cloud_run.py
@@ -9,6 +9,8 @@
 
 alpaca_api_key = config.require_secret("ALPACA_API_KEY_ID")
 alpaca_api_secret = config.require_secret("ALPACA_API_SECRET_KEY")
+duckdb_access_key = config.require_secret("DUCKDB_ACCESS_KEY")
+duckdb_secret = config.require_secret("DUCKDB_SECRET")
 
 
 service = cloudrun.Service(
@@ -30,7 +32,19 @@
                             value=alpaca_api_secret,
                         ),
                         cloudrun.ServiceTemplateSpecContainerEnvArgs(
-                            name="GCP_GCS_BUCKET", value=buckets.prod_data_bucket.name
+                            name="GCP_PROJECT",
+                            value=project.PROJECT,
+                        ),
+                        cloudrun.ServiceTemplateSpecContainerEnvArgs(
+                            name="DATA_BUCKET",
+                            value=buckets.production_data_bucket.name,
+                        ),
+                        cloudrun.ServiceTemplateSpecContainerEnvArgs(
+                            name="DUCKDB_ACCESS_KEY", value=duckdb_access_key
+                        ),
+                        cloudrun.ServiceTemplateSpecContainerEnvArgs(
+                            name="DUCKDB_SECRET",
+                            value=duckdb_secret,
                         ),
                     ],
                 )
diff --git a/infrastructure/main.py b/infrastructure/main.py
deleted file mode 100644
index b263f37db..000000000
--- a/infrastructure/main.py
+++ /dev/null
@@ -1,6 +0,0 @@
-def main():
-    print("Hello from infrastructure!")
-
-
-if __name__ == "__main__":
-    main()
diff --git a/infrastructure/pyproject.toml b/infrastructure/pyproject.toml
index bfbab8012..df7831b2d 100644
--- a/infrastructure/pyproject.toml
+++ b/infrastructure/pyproject.toml
@@ -1,8 +1,6 @@
 [project]
 name = "infrastructure"
 version = "0.1.0"
-description = "Add your description here"
-readme = "README.md"
 requires-python = ">=3.13"
 dependencies = [
     "pulumi>=3.169.0",
diff --git a/pyproject.toml b/pyproject.toml
index 1558eac6d..aac2ec314 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,14 +9,16 @@ dependencies = [
 
 [tool.uv.workspace]
 members = [
-    "application/datamanager",
     "infrastructure",
+    "application/datamanager",
     "application/positionmanager",
+    "workflows",
 ]
 
 [tool.uv.sources]
 datamanager = { workspace = true }
 positionmanager = { workspace = true }
+workflows = { workspace = true }
 
 [tool.hatch.build.targets.wheel]
 packages = ["pocketsizefund"]
diff --git a/uv.lock b/uv.lock
index cd62c62e9..ef50dd77a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -8,6 +8,105 @@ members = [
     "infrastructure",
     "pocketsizefund",
     "positionmanager",
+    "workflows",
+]
+
+[[package]]
+name = "adlfs"
+version = "2024.12.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "azure-core" },
+    { name = "azure-datalake-store" },
+    { name = "azure-identity" },
+    { name = "azure-storage-blob" },
+    { name = "fsspec" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/76/82/e30891af574fb358449fb9436aac53569814452cb88b0cba4f488171b8dc/adlfs-2024.12.0.tar.gz", hash = "sha256:04582bf7461a57365766d01a295a0a88b2b8c42c4fea06e2d673f62675cac5c6", size = 49189, upload-time = "2024-12-15T19:06:30.939Z" }
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+]
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+[[package]]
+name = "aiobotocore"
+version = "2.22.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "aioitertools" },
+    { name = "botocore" },
+    { name = "jmespath" },
+    { name = "multidict" },
+    { name = "python-dateutil" },
+    { name = "wrapt" },
+]
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+]
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+[[package]]
+name = "aiohappyeyeballs"
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+[[package]]
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+dependencies = [
+    { name = "aiohappyeyeballs" },
+    { name = "aiosignal" },
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diff --git a/infrastructure/README.md b/workflows/__init__.py
similarity index 100%
rename from infrastructure/README.md
rename to workflows/__init__.py
diff --git a/workflows/backfill_datamanager.py b/workflows/backfill_datamanager.py
new file mode 100644
index 000000000..c06cf692b
--- /dev/null
+++ b/workflows/backfill_datamanager.py
@@ -0,0 +1,22 @@
+from datetime import date, timedelta
+from typing import List
+
+import httpx
+from flytekit import task, workflow
+
+
+@task(retries=3)
+def backfill_single_date(base_url: str, day: date) -> int:
+    response = httpx.post(f"{base_url}/equity-bars", json={"date": day.isoformat()})
+    response.raise_for_status()
+    return response.json().get("count", 0)
+
+
+@workflow
+def backfill_equity_bars(base_url: str, start_date: date, end_date: date) -> List[int]:
+    results: List[int] = []
+    current = start_date
+    while current <= end_date:
+        results.append(backfill_single_date(base_url=base_url, day=current))
+        current += timedelta(days=1)
+    return results
diff --git a/workflows/pyproject.toml b/workflows/pyproject.toml
new file mode 100644
index 000000000..1b546a765
--- /dev/null
+++ b/workflows/pyproject.toml
@@ -0,0 +1,11 @@
+[project]
+name = "workflows"
+version = "0.1.0"
+requires-python = ">=3.13"
+dependencies = [
+    "flytekit>=1.10.0",
+    "httpx>=0.28.1",
+]
+
+[tool.hatch.build.targets.wheel]
+packages = ["workflows"]