diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 80e5caba42..4ed8b24f71 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -26,7 +26,7 @@ updates:
           - "*"
 
   # Maintain Python dependencies
-  - package-ecosystem: "pip"
+  - package-ecosystem: "uv"
     directory: "/"
     schedule:
       interval: "monthly"
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 8215811cc2..c0eb3123f2 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -2,7 +2,7 @@ name: "CodeQL Advanced"
 
 on:
   pull_request:
-    types: [opened, edited, ready_for_review, synchronize]
+    types: [opened, ready_for_review, synchronize]
   push:
     branches:
       - main
diff --git a/.github/workflows/lintandformat.yml b/.github/workflows/lintandformat.yml
index 9d7ec45869..e5fe1ea70c 100644
--- a/.github/workflows/lintandformat.yml
+++ b/.github/workflows/lintandformat.yml
@@ -3,12 +3,15 @@ name: Lint and format
 
 on:
   pull_request:
-    types: [opened, edited, ready_for_review, synchronize]
+    types: [opened, ready_for_review, synchronize]
 
 jobs:
   lintandformat:
     runs-on: ubuntu-latest
     timeout-minutes: 10
+    env:
+      # Configure a constant location for the uv cache
+      UV_CACHE_DIR: ~/.cache/uv
 
     steps:
       - name: Check out the code
@@ -19,20 +22,22 @@ jobs:
         uses: actions/setup-python@v6
         id: setup-python
         with:
-          python-version: "3.14"
+          python-version-file: .python-version
 
       - name: Cache uv folder
         id: cache-uv
         uses: actions/cache@v4.3.0
         with:
           path: ~/.cache/uv
-          key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-uv-${{ hashFiles('requirements.txt', 'requirements-dev.txt') }}
+          key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-uv-${{ hashFiles('uv.lock') }}
 
       - name: Install uv
-        run: curl -LsSf https://astral.sh/uv/install.sh | sh
+        uses: astral-sh/setup-uv@v7
+        with:
+          version: "0.9.27"
 
       - name: Install dependencies
-        run: uv pip install --system -r requirements-dev.txt
+        run: uv sync --locked
 
       - name: Cache .ruff_cache folder
         id: ruff_cache
@@ -43,8 +48,8 @@ jobs:
 
       - name: Lint and check formating with ruff
         run: |
-          ruff check --output-format=github
-          ruff format --check
+          uv run ruff check --output-format=github
+          uv run ruff format --check
 
       - name: Cache .mypy_cache folder
         id: mypy_cache
@@ -54,4 +59,7 @@ jobs:
           key: mypy_cache-${{ github.head_ref }}
 
       - name: Type checking using mypy
-        run: mypy .
+        run: uv run mypy .
+
+      - name: Minimize uv cache
+        run: uv cache prune --ci
diff --git a/.github/workflows/pr-dependencies.yml b/.github/workflows/pr-dependencies.yml
index 6e897fd4a0..ddc701f724 100644
--- a/.github/workflows/pr-dependencies.yml
+++ b/.github/workflows/pr-dependencies.yml
@@ -2,7 +2,7 @@ name: "PR dependencies"
 
 on:
   pull_request:
-    types: [opened, edited, ready_for_review, synchronize]
+    types: [opened, ready_for_review, synchronize]
 
 jobs:
   pr_dependencies:
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c9f0fa79e7..282e42475d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -12,6 +12,9 @@ jobs:
   test:
     runs-on: ubuntu-latest
     timeout-minutes: 10
+    env:
+      # Configure a constant location for the uv cache
+      UV_CACHE_DIR: ~/.cache/uv
 
     # Add a Redis container
     # https://docs.github.com/en/actions/using-containerized-services/creating-redis-service-containers#running-jobs-directly-on-the-runner-machine
@@ -20,7 +23,7 @@ jobs:
       # Label used to access the service container
       redis:
         # Docker Hub image
-        image: redis
+        image: redis:7.0-alpine3.17
         # Set health checks to wait until redis has started
         options: >-
           --health-cmd "redis-cli ping"
@@ -32,7 +35,7 @@ jobs:
           - 6379:6379
       postgres:
         # Docker Hub image
-        image: "postgres:15.1"
+        image: postgres:15.1-alpine3.17
         # Provide the password for postgres
         env:
           POSTGRES_PASSWORD: "somerealpassword"
@@ -60,20 +63,22 @@ jobs:
         uses: actions/setup-python@v6
         id: setup-python
         with:
-          python-version: "3.14"
+          python-version-file: .python-version
 
       - name: Cache uv folder
         id: cache-uv
         uses: actions/cache@v4.3.0
         with:
           path: ~/.cache/uv
-          key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-uv-${{ hashFiles('requirements.txt', 'requirements-dev.txt') }}
+          key: ${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-uv-${{ hashFiles('uv.lock') }}
 
       - name: Install uv
-        run: curl -LsSf https://astral.sh/uv/install.sh | sh
+        uses: astral-sh/setup-uv@v7
+        with:
+          version: "0.9.27"
 
       - name: Install dependencies
-        run: uv pip install --system -r requirements-dev.txt
+        run: uv sync --locked --all-extras
 
       - name: Cache .pytest_cache folder
         id: pytest_cache
@@ -84,14 +89,17 @@ jobs:
 
       # Run unit tests, run them all when push to main branch
       - name: Run all unit tests
-        run: python tests_script.py --cov --all
+        run: uv run tests_script.py --cov --all
         if: github.event_name == 'push'
 
       - name: Run unit tests for changed files
-        run: python tests_script.py --cov
+        run: uv run tests_script.py --cov
         if: github.event_name == 'pull_request'
 
       - name: Upload coverage reports to Codecov
         uses: codecov/codecov-action@v5.5.1
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+      - name: Minimize uv cache
+        run: uv cache prune --ci
diff --git a/Dockerfile b/Dockerfile
index 64589c1bd3..621c7a3b61 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,30 +1,46 @@
-FROM ghcr.io/astral-sh/uv:python3.14-trixie-slim
+FROM ghcr.io/astral-sh/uv:0.9.27-python3.14-alpine3.23 AS builder
 
-# Default number of workers; can be overridden at runtime
-ENV WORKERS=1
+ENV UV_COMPILE_BYTECODE=1
+ENV UV_LINK_MODE=copy
+ENV UV_NO_DEV=1
+ENV UV_PYTHON_DOWNLOADS=0
 
-# Update package list and install weasyprint dependencies
-RUN apt-get update && apt-get install -y \
-    weasyprint \
-    && rm -rf /var/lib/apt/lists/*
+WORKDIR /hyperion
 
-# Set environment variables to optimize Python behavior in production
-ENV PYTHONDONTWRITEBYTECODE=1
-ENV PYTHONUNBUFFERED=1
-ENV UV_COMPILE_BYTECODE=1
+RUN --mount=type=cache,target=/root/.cache/uv \
+    --mount=type=bind,source=uv.lock,target=uv.lock \
+    --mount=type=bind,source=pyproject.toml,target=pyproject.toml \
+    uv sync --locked --no-install-project
+
+# First copy only the lockfile to leverage Docker cache
+COPY uv.lock .
+COPY pyproject.toml .
+# Install dependencies using uv with caching
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --locked --all-extras
+
+FROM python:3.14-alpine3.23
 
 # Create non-root user early for better security
 # Choose an id that is not likely to be a default one
-RUN groupadd --gid 10101 hyperion && \
-    useradd --uid 10101 --gid hyperion --shell /bin/bash --create-home hyperion
+RUN addgroup --system --gid 10101 hyperion
+RUN adduser --system --uid 10101 --ingroup hyperion hyperion
 
-WORKDIR /hyperion
+# Change ownership of the application directory to the hyperion user
+COPY --from=builder --chown=hyperion:hyperion /hyperion /hyperion
+ENV PATH="/hyperion/.venv/bin:$PATH"
+
+# Set environment variables to optimize Python behavior in production
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
 
-# First copy only the requirements to leverage Docker cache
-COPY requirements.txt .
+# Default number of workers; can be overridden at runtime
+ENV WORKERS=2
+
+# Install weasyprint dependencies
+RUN apk add --no-cache weasyprint
 
-# Install dependencies using uv (way faster than pip)
-RUN uv pip install --system --no-cache -r requirements.txt
+WORKDIR /hyperion
 
 # Then copy the rest of the application code
 COPY alembic.ini .
@@ -33,15 +49,13 @@ COPY assets assets/
 COPY migrations migrations/
 COPY app app/
 
-# Change ownership of the application directory to the hyperion user
-RUN chown -R hyperion:hyperion /hyperion
-
 # Switch to non-root user
 USER hyperion
 
 # Expose port 8000
 EXPOSE 8000
 
-# Use fastapi cli as the entrypoint
-# Use sh -c to allow environment variable expansion
-ENTRYPOINT ["sh", "-c", "fastapi run --workers $WORKERS --host 0.0.0.0 --port 8000"]
+# Use FastAPI CLI as the entrypoint
+# Use shell form to allow environment variable expansion
+SHELL ["/bin/sh", "-c"]
+ENTRYPOINT fastapi run --workers "$WORKERS" --host "0.0.0.0" --port 8000
\ No newline at end of file
diff --git a/app/utils/tools.py b/app/utils/tools.py
index 0fc5ac4ca6..b67c9ff006 100644
--- a/app/utils/tools.py
+++ b/app/utils/tools.py
@@ -17,11 +17,15 @@
 from fastapi import HTTPException, UploadFile
 from fastapi.responses import FileResponse
 from fastapi.templating import Jinja2Templates
-from jellyfish import jaro_winkler_similarity
 from jinja2 import Environment, FileSystemLoader, select_autoescape
 from pydantic import ValidationError
 from sqlalchemy.ext.asyncio import AsyncSession
 
+try:
+    from jellyfish import jaro_winkler_similarity
+except ImportError:
+    from jellyfish._jellyfish import jaro_winkler_similarity
+
 from app.core.core_endpoints import cruds_core, models_core
 from app.core.groups import cruds_groups
 from app.core.groups.groups_type import AccountType, GroupType
diff --git a/docker-compose-dev.yaml b/docker-compose-dev.yaml
index 61d4376bbf..ae889b3267 100644
--- a/docker-compose-dev.yaml
+++ b/docker-compose-dev.yaml
@@ -1,6 +1,6 @@
 services:
   hyperion-db:
-    image: postgres
+    image: postgres:15.1-alpine3.17
     container_name: hyperion-db-dev
     restart: unless-stopped
     environment:
@@ -15,7 +15,7 @@ services:
       - hyperion_db_data:/var/lib/postgresql/data
 
   hyperion-redis:
-    image: redis
+    image: redis:7.0-alpine3.17
     container_name: hyperion-redis-dev
     restart: unless-stopped
     ports:
diff --git a/docker-compose.yaml b/docker-compose.yaml
index da639f6859..6eb36874f4 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -1,6 +1,6 @@
 services:
   hyperion-db:
-    image: postgres
+    image: postgres:15.1-alpine3.17
     container_name: hyperion-db
     restart: unless-stopped
     healthcheck:
@@ -17,7 +17,7 @@ services:
       - ./hyperion_db_data:/var/lib/postgresql/data:Z
 
   hyperion-redis:
-    image: redis
+    image: redis:7.0-alpine3.17
     container_name: hyperion-redis
     restart: unless-stopped
     command: redis-server --requirepass ${REDIS_PASSWORD}
diff --git a/pyproject.toml b/pyproject.toml
index 856320c885..90c5e5ae53 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,70 @@ license-files = [
     "assets/mypayment-terms-of-service.txt",
 ]
 
+dependencies = [
+    "aiofiles==24.1.0",                  # Asynchronous file manipulation
+    "alembic==1.13.2",                   # Database migrations
+    "arq==0.26.3",                       # Scheduler
+    "asyncpg==0.31.0",                   # PostgreSQL adapter for *asynchronous* operations
+    "authlib==1.6.5",
+    "bcrypt==4.1.3",                     # Password hashing
+    "boto3==1.38.23",
+    "broadcaster==0.3.1",                # Working with websockets with multiple workers
+    "calypsso==2.7.0",
+    "faker==37.1.0",
+    "fastapi[standard]==0.122.0",
+    "firebase-admin==7.1.0",             # For push notification
+    "google-api-python-client==2.187.0",
+    "google-auth-oauthlib==1.2.1",
+    "helloasso-python==1.0.5",
+    "httpx==0.28.1",
+    "icalendar==5.0.13",
+    "jellyfish==1.2.1",                  # String Matching
+    "jinja2==3.1.6",                     # Template engine for HTML files
+    "phonenumbers==8.13.43",             # For phone number validation
+    "psutil==7.2.1",                     # To determine the number of Hyperion workers
+    "psycopg[binary]==3.2.13",           # PostgreSQL adapter for *synchronous* operations at startup (database initializations & migrations)
+    "pydantic==2.12.5",
+    "pydantic-extra-types==2.10.5",
+    "pydantic-settings==2.3.4",
+    "pyjwt[crypto]==2.10.1",             # Generate and verify the JWT tokens. Imported as `jwt`
+    "pymupdf==1.26.7",                   # PDF processing. Imported as `fitz`
+    "pypdf==6.4.0",
+    "python-multipart==0.0.18",          # A form data parser, as OAuth2 flow requires form-data parameters
+    "redis==5.0.8",
+    "requests==2.32.4",
+    "sqlalchemy-utils==0.41.2",
+    "sqlalchemy[asyncio]==2.0.44",       # [asyncio] allows greenlet to be installed on Apple M1 devices
+    "unidecode==1.3.8",
+    "uvicorn[standard]==0.30.6",
+    "xlsxwriter==3.2.0",
+]
+
+[project.optional-dependencies]
+weasyprint = [
+    "weasyprint==65.1",                  # HTML to PDF converter
+]
+
+[dependency-groups]
+dev = [
+    "aiosqlite==0.20.0",
+    "boto3-stubs[essential]==1.38.23",
+    "google-auth-stubs==0.3.0",
+    "mypy[faster-cache]==1.16.0",
+    "pytest==9.0.1",
+    "pytest-alembic==0.12.1",
+    "pytest-asyncio==1.3.0",
+    "pytest-cov==6.1.1",
+    "pytest-mock==3.14.1",
+    "ruff==0.11.8",
+    "types-aiofiles==24.1.0.20250516",
+    "types-authlib==1.5.0.20250516",
+    "types-fpdf2==2.8.3.20250516",
+    "types-psutil==7.0.0.20250601",
+    "types-redis==4.6.0.20241004",
+    "types-requests==2.32.0.20250515",
+]
+
 [tool.titan]
 minimal-titan-version-code = 158
 
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index 083d0c399c..0000000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,17 +0,0 @@
--r requirements.txt
-aiosqlite==0.20.0
-boto3-stubs[essential]==1.38.23
-google-auth-stubs==0.3.0
-mypy[faster-cache]==1.16.0
-pytest-alembic==0.12.1
-pytest-asyncio==1.3.0
-pytest-cov==6.1.1
-pytest-mock==3.14.1
-pytest==9.0.1
-ruff==0.11.8
-types-aiofiles==24.1.0.20250516
-types-Authlib==1.5.0.20250516
-types-fpdf2==2.8.3.20250516
-types-psutil==7.0.0.20250601
-types-redis==4.6.0.20241004
-types-requests==2.32.0.20250515
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index f09c236b9d..0000000000
--- a/requirements.txt
+++ /dev/null
@@ -1,37 +0,0 @@
-aiofiles==24.1.0                    # Asynchronous file manipulation
-alembic==1.13.2                     # database migrations
-arq==0.26.3                         # Scheduler 
-asyncpg==0.31.0                     # PostgreSQL adapter for asynchronous operations
-authlib==1.6.5
-bcrypt==4.1.3                       # password hashing
-boto3==1.38.23
-broadcaster==0.3.1                  # Working with websockets with multiple workers.
-calypsso==2.7.0
-Faker==37.1.0
-fastapi[standard]==0.122.0
-firebase-admin==7.1.0               # Firebase is used for push notification
-google-api-python-client==2.187.0
-google-auth-oauthlib==1.2.1
-helloasso-python==1.0.5
-httpx==0.28.1
-icalendar==5.0.13
-jellyfish==1.2.1                    # String Matching
-Jinja2==3.1.6                       # template engine for html files
-phonenumbers==8.13.43               # Used for phone number validation
-psutil==7.0.0                       # psutil is used to determine the number of Hyperion workers
-psycopg[binary]==3.2.13             # PostgreSQL adapter for *synchronous* operations at startup (database initializations & migrations)
-pydantic-extra-types==2.10.5
-pydantic-settings==2.3.4
-pydantic==2.12.5
-pyjwt[crypto]==2.10.1                # generate and verify the JWT tokens, imported as `jwt`
-PyMuPDF==1.26.6                     # PDF processing, imported as `fitz`
-pypdf==6.4.0
-python-multipart==0.0.18             # a form data parser, as oauth flow requires form-data parameters
-redis==5.0.8
-requests==2.32.4
-sqlalchemy-utils == 0.41.2
-SQLAlchemy[asyncio]==2.0.44         # [asyncio] allows greenlet to be installed on Apple M1 devices.
-unidecode==1.3.8
-uvicorn[standard]==0.30.6
-weasyprint==65.1                    # HTML to PDF converter
-xlsxwriter==3.2.0
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000000..83275a867b
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,3151 @@
+version = 1
+revision = 3
+requires-python = ">=3.12, <3.15"
+resolution-markers = [
+    "python_full_version >= '3.14'",
+    "python_full_version == '3.13.*'",
+    "python_full_version < '3.13'",
+]
+
+[[package]]
+name = "aiofiles"
+version = "24.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload-time = "2024-06-24T11:02:03.584Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5", size = 15896, upload-time = "2024-06-24T11:02:01.529Z" },
+]
+
+[[package]]
+name = "aiosqlite"
+version = "0.20.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/0d/3a/22ff5415bf4d296c1e92b07fd746ad42c96781f13295a074d58e77747848/aiosqlite-0.20.0.tar.gz", hash = "sha256:6d35c8c256637f4672f843c31021464090805bf925385ac39473fb16eaaca3d7", size = 21691, upload-time = "2024-02-20T06:12:53.915Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/00/c4/c93eb22025a2de6b83263dfe3d7df2e19138e345bca6f18dba7394120930/aiosqlite-0.20.0-py3-none-any.whl", hash = "sha256:36a1deaca0cac40ebe32aac9977a6e2bbc7f5189f23f4a54d5908986729e5bd6", size = 15564, upload-time = "2024-02-20T06:12:50.657Z" },
+]
+
+[[package]]
+name = "alembic"
+version = "1.13.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mako" },
+    { name = "sqlalchemy" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/66/e2/efa88e86029cada2da5941ec664d50d9a3b2a91f5066405c6f90e5016c16/alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef", size = 1206463, upload-time = "2024-06-26T15:46:17.728Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/ed/c884465c33c25451e4a5cd4acad154c29e5341e3214e220e7f3478aa4b0d/alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953", size = 232990, upload-time = "2024-06-26T15:46:21.088Z" },
+]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
+[[package]]
+name = "annotated-types"
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