From 02b849a2f777eead24e8789fd74ca2173b76ebe3 Mon Sep 17 00:00:00 2001
From: Martin Gran <martgra@gmail.com>
Date: Tue, 13 May 2025 07:00:51 +0000
Subject: [PATCH 1/2] WIP: possible solution

---
 app/__init__.py                            | 20 +++++++++++++++-----
 app/cli/change.py                          |  9 +++++----
 app/cli/config.py                          |  3 ++-
 app/cli/describe.py                        | 12 +++++++-----
 app/cli/main.py                            | 19 ++++++++++++++++++-
 app/cli/scope.py                           | 22 +++++++++++++++-------
 app/cli/suggest.py                         |  9 +++------
 app/core/settings.py                       |  4 ++--
 app/llms/model_factory.py                  |  3 ++-
 app/services/changer/changer_agents.py     |  4 +++-
 app/services/describer/describer_agents.py |  4 +++-
 app/services/scoper/scoper_agents.py       |  3 ++-
 app/services/suggester/suggester_agents.py |  6 +++---
 13 files changed, 80 insertions(+), 38 deletions(-)

diff --git a/app/__init__.py b/app/__init__.py
index 4e4d51d..329748f 100644
--- a/app/__init__.py
+++ b/app/__init__.py
@@ -1,3 +1,5 @@
+from functools import lru_cache
+
 from app.core.settings import Settings
 from app.core.utils import (
     generate_global_config_file,
@@ -7,11 +9,19 @@
 )
 from app.models.constants import CONFIG_FILENAME
 
-config_filepath = locate_local_config_file(CONFIG_FILENAME) or locate_global_config(CONFIG_FILENAME)
 
-settings = (
-    Settings() if config_filepath is None else Settings(**load_settings_from_yaml(config_filepath))
-)
+@lru_cache
+def get_settings():
+    """Get global settings object."""
+    config_path = config_filepath = locate_local_config_file(
+        CONFIG_FILENAME
+    ) or locate_global_config(CONFIG_FILENAME)
 
-if config_filepath is None:
+    if config_path:
+        return (
+            Settings()
+            if config_filepath is None
+            else Settings(**load_settings_from_yaml(config_filepath))
+        )
+    settings = Settings()
     generate_global_config_file(CONFIG_FILENAME, settings)
diff --git a/app/cli/change.py b/app/cli/change.py
index 63fc5b4..da667fc 100644
--- a/app/cli/change.py
+++ b/app/cli/change.py
@@ -3,7 +3,7 @@
 
 import typer
 
-from app import settings
+from app import get_settings
 from app.consumers.doc_consumer import DocConsumer
 from app.consumers.git_consumer import GitConsumer
 from app.core.context import UsageContext
@@ -28,15 +28,16 @@ def _apply_change(path: Path, content: str) -> None:
 
 @app.command()
 def change(
-    branch: Annotated[str, typer.Option(help="Branch to run againt")] = settings.git.default_branch,
+    branch: Annotated[str, typer.Option(help="Branch to run againt")],
 ):
+    settings = get_settings()
     docs_changer = DocsChanger(
         docs_consumer=DocConsumer(
-            ".",
+            settings.docs.docs_root,
             file_type_filter=settings.docs.doc_filetypes,
             exclude_dirs=settings.docs.exclude_dirs,
         ),
-        git_consumer=GitConsumer(".", branch),
+        git_consumer=GitConsumer(settings.git.code_repo_root, branch),
     )
 
     suggestor = DocChangeSuggester(
diff --git a/app/cli/config.py b/app/cli/config.py
index 2ffb521..a83eed7 100644
--- a/app/cli/config.py
+++ b/app/cli/config.py
@@ -10,7 +10,7 @@
 from questionary import Choice
 from rich import print
 
-from app import settings
+from app import get_settings
 from app.core.settings import Settings
 from app.core.utils import (
     generate_local_cache,
@@ -163,6 +163,7 @@ def _verify_provider(provider: Provider, base_url: str | None) -> bool:
 
 @app.command()
 def show():
+    settings = get_settings()
     print(settings.model_dump(mode="json"))
 
 
diff --git a/app/cli/describe.py b/app/cli/describe.py
index e53c2d8..d3b252a 100644
--- a/app/cli/describe.py
+++ b/app/cli/describe.py
@@ -3,7 +3,7 @@
 
 import typer
 
-from app import settings
+from app import get_settings
 from app.consumers.doc_consumer import DocConsumer
 from app.consumers.git_consumer import GitConsumer
 from app.core.context import UsageContext
@@ -16,8 +16,11 @@
 
 @app.command()
 def docs(
-    docs_root: Annotated[Path, typer.Option("--root", help="Root of doc structure")] = Path("."),
+    docs_root: Annotated[Path, typer.Option("--root", help="Root of doc structure")] = None,
 ):
+    settings = get_settings()
+    docs_root = docs_root or settings.docs.docs_root
+
     doc_scanner = DescriberService(
         DocConsumer(
             docs_root,
@@ -38,10 +41,9 @@ def docs(
 @app.command()
 def code(
     repo_root: Annotated[Path, typer.Option("--root", help="Root of code repo")] = Path("."),
-    branch: Annotated[
-        str, typer.Option("--branch", help="Branch to run againt")
-    ] = settings.git.default_branch,
+    branch: Annotated[str, typer.Option("--branch", help="Branch to run againt")] = None,
 ):
+    settings = get_settings()
     code_scanner = CodeDescriberService(
         GitConsumer(repo_root, branch),
         state_filepath=settings.state_directory / DESCRIBE_CODE_STATE_FILENAME,
diff --git a/app/cli/main.py b/app/cli/main.py
index 9598622..59ae45c 100644
--- a/app/cli/main.py
+++ b/app/cli/main.py
@@ -1,16 +1,33 @@
 import typer
+from pydantic import BaseModel
 
+from app import get_settings
 from app.cli import change, config, describe, scope, suggest
+from app.core.settings import Settings
+
+
+class CliContext(BaseModel):
+    """Cli context class."""
+
+    settings: Settings | None = None
 
 
 def run_cli():
     app = typer.Typer(no_args_is_help=True)
+
+    @app.callback(
+        invoke_without_command=True,
+        help="Global options for all commands",
+    )
+    def global_function(ctx: typer.Context):
+        ctx.ensure_object(CliContext)
+        ctx.obj.settings = get_settings()
+
     app.add_typer(scope.app, name="scope")
     app.add_typer(config.app, name="config")
     app.add_typer(change.app)
     app.add_typer(describe.app, name="describe")
     app.add_typer(suggest.app)
-
     app()
 
 
diff --git a/app/cli/scope.py b/app/cli/scope.py
index 2e90de4..8ec8932 100644
--- a/app/cli/scope.py
+++ b/app/cli/scope.py
@@ -7,7 +7,7 @@
 from rich import print
 from rich.progress import Progress, SpinnerColumn, TextColumn
 
-from app import settings
+from app import get_settings
 from app.consumers.doc_consumer import DocConsumer
 from app.consumers.git_consumer import GitConsumer
 from app.core.context import UsageContext
@@ -25,11 +25,14 @@
 
 def _init_scope_service(
     repo_path: Path = Path("."),
-    branch: str = settings.git.default_branch,
+    branch: str = None,
     file_type_filter=None,
     exclude_dirs=None,
 ) -> ScopeService:
     """Initialize and return a ScopeService with configured DocConsumer and GitConsumer."""
+    settings = get_settings()
+    if not branch:
+        branch = settings.git.default_branch
     if file_type_filter is None:
         file_type_filter = settings.docs.doc_filetypes
     if exclude_dirs is None:
@@ -145,12 +148,11 @@ def create(
     project_size: Annotated[
         str | None, typer.Option(help="Size of the project to create scope for")
     ] = None,
-    branch: Annotated[
-        str, typer.Option(help="Default branch to run create scope against")
-    ] = settings.git.default_branch,
+    branch: Annotated[str, typer.Option(help="Default branch to run create scope against")] = None,
 ):
     """Create or suggest a documentation scope and save it to state file."""
-    state_path: Path = settings.state_directory / "scope.yaml"
+    settings = get_settings()
+    state_path: Path = settings.state_directory
     service = _init_scope_service(branch=branch)
 
     size_enum = _determine_project_size(interactive, project_size, service)
@@ -181,9 +183,10 @@ def apply(
     branch: Annotated[
         str,
         typer.Option(help="Branch to run scope creator against"),
-    ] = settings.git.default_branch,
+    ] = None,
 ):
     """Apply the previously created documentation scope."""
+    settings = get_settings()
     state_path: Path = settings.state_directory / "scope.yaml"
     if not state_path.is_file():
         print(f"State file not found at {state_path}. Please run 'scope create' first.")
@@ -200,3 +203,8 @@ def apply(
         raise typer.Abort() from e
     print("Applied the structure.")
     UsageContext().log_usage()
+
+
+@app.command()
+def ensure(ctx: typer.Context):
+    print(ctx.obj.settings)
diff --git a/app/cli/suggest.py b/app/cli/suggest.py
index b6cb5cd..53cac6b 100644
--- a/app/cli/suggest.py
+++ b/app/cli/suggest.py
@@ -5,7 +5,7 @@
 import yaml
 from rich.progress import Progress, SpinnerColumn, TextColumn
 
-from app import settings
+from app import get_settings
 from app.consumers.doc_consumer import DocConsumer
 from app.consumers.git_consumer import GitConsumer
 from app.core.context import UsageContext
@@ -23,16 +23,14 @@
 
 @app.command()
 def suggest(
-    branch: Annotated[
-        str, typer.Option("--branch", help="Branch to run againt")
-    ] = settings.git.default_branch,
+    branch: Annotated[str, typer.Option("--branch", help="Branch to run againt")] = None,
 ):
+    settings = get_settings()
     suggestor = DocChangeSuggester(
         suggestion_state_path=settings.state_directory / SUGGESTION_STATE_FILENAME,
     )
     code_scanner = DescriberService(
         GitConsumer(".", branch),
-        None,
         state_filepath=settings.state_directory / DESCRIBE_CODE_STATE_FILENAME,
     )
     doc_scanner = DescriberService(
@@ -41,7 +39,6 @@ def suggest(
             file_type_filter=settings.docs.doc_filetypes,
             exclude_dirs=settings.docs.exclude_dirs,
         ),
-        None,
         state_filepath=settings.state_directory / DESCRIBE_DOCS_STATE_FILENAME,
     )
     doc_state = doc_scanner.get_state()
diff --git a/app/core/settings.py b/app/core/settings.py
index 24f46be..9894cb5 100644
--- a/app/core/settings.py
+++ b/app/core/settings.py
@@ -14,12 +14,12 @@
 class DocSettings(BaseModel):
     doc_filetypes: set[FileSuffix] = DOC_SUFFIX
     exclude_dirs: set[str] = EXCLUDE_DIRS
-    docs_root: Path | None = None
+    docs_root: Path = Path(".").resolve()
 
 
 class CodeRepoSettings(BaseModel):
     default_branch: str = DEFAULT_BRANCH
-    code_repo_root: Path | None = None
+    code_repo_root: Path = Path(".").resolve()
 
 
 class AgentSettings(BaseModel):
diff --git a/app/llms/model_factory.py b/app/llms/model_factory.py
index 99b3679..2f2158b 100644
--- a/app/llms/model_factory.py
+++ b/app/llms/model_factory.py
@@ -5,12 +5,13 @@
 from pydantic_ai.providers.azure import AzureProvider
 from pydantic_ai.providers.openai import OpenAIProvider
 
-from app import settings
+from app import get_settings
 from app.models.enums import Provider
 
 
 @lru_cache
 def _get_openai_provider(provider):
+    settings = get_settings()
     if provider == Provider.AZURE:
         return AzureProvider(
             azure_endpoint=settings.agent.base_url.unicode_string(),
diff --git a/app/services/changer/changer_agents.py b/app/services/changer/changer_agents.py
index 588f189..2cbccbf 100644
--- a/app/services/changer/changer_agents.py
+++ b/app/services/changer/changer_agents.py
@@ -3,11 +3,13 @@
 
 from pydantic_ai import Agent, RunContext
 
-from app import settings
+from app import get_settings
 from app.consumers.git_consumer import GitConsumer
 from app.llms.model_factory import get_model
 from app.services.changer.prompts import CHANGE_DOC_PROMPT
 
+settings = get_settings()
+
 
 @dataclass
 class Deps:
diff --git a/app/services/describer/describer_agents.py b/app/services/describer/describer_agents.py
index 459e2ee..88b087f 100644
--- a/app/services/describer/describer_agents.py
+++ b/app/services/describer/describer_agents.py
@@ -3,13 +3,15 @@
 
 from pydantic_ai import Agent, RunContext
 
-from app import settings
+from app import get_settings
 from app.consumers.git_consumer import GitConsumer
 from app.llms.model_factory import get_model
 from app.models.domain.code import CodeChanges
 from app.models.domain.doc import DocSummary
 from app.services.describer.prompts import CODE_DESCRIPTION_PROMPT, DOC_DESCRIPTION_PROMPT
 
+settings = get_settings()
+
 
 @dataclass
 class Deps:
diff --git a/app/services/scoper/scoper_agents.py b/app/services/scoper/scoper_agents.py
index 7991d9f..e54877a 100644
--- a/app/services/scoper/scoper_agents.py
+++ b/app/services/scoper/scoper_agents.py
@@ -1,6 +1,6 @@
 from pydantic_ai import Agent
 
-from app import settings
+from app import get_settings
 from app.llms.model_factory import get_model
 from app.models.domain.scope_template import AlignedScope, ProjectTier
 from app.services.scoper.prompts import (
@@ -9,6 +9,7 @@
     CREATE_SCOPE_PROMPT,
 )
 
+settings = get_settings()
 project_complexity_agent = Agent(
     model=get_model(settings.agent.provider, "gpt-4.1-mini"), output_type=ProjectTier
 )
diff --git a/app/services/suggester/suggester_agents.py b/app/services/suggester/suggester_agents.py
index 92a3002..a5ed59c 100644
--- a/app/services/suggester/suggester_agents.py
+++ b/app/services/suggester/suggester_agents.py
@@ -1,13 +1,13 @@
 from pydantic_ai import Agent
 
-from app import settings
+from app import get_settings
 from app.llms.model_factory import get_model
 from app.models.domain.doc import DocSuggestions
 from app.services.suggester.prompts import SUGGESTION_PROMPT
 
-model = get_model(settings.agent.provider, "o4-mini")
-
+settings = get_settings()
 
+model = get_model(settings.agent.provider, "o4-mini")
 suggester_agent = Agent(model=model, output_type=DocSuggestions)
 
 

From 69fd6abc6d69d847b4c050beb34ee7d7cf1c41c3 Mon Sep 17 00:00:00 2001
From: Martin Gran <martgra@gmail.com>
Date: Fri, 17 Oct 2025 18:15:21 +0000
Subject: [PATCH 2/2] add updated settings

---
 .devcontainer/Dockerfile                    |  19 +-
 .devcontainer/devcontainer.json             |  44 +-
 .devcontainer/docker-compose.yaml           |   9 +-
 .devcontainer/postCreateCommand.sh          |  22 +-
 .devcontainer/postStartCommand.sh           |   9 +-
 .github/workflows/ci.yaml                   |  15 +
 .github/workflows/ci_backend.yaml           |  32 -
 .pre-commit-config.yaml                     | 103 ++-
 .vscode/extensions.json                     |  12 +
 .vscode/launch.json                         |  27 +-
 .vscode/settings.json                       |  17 +-
 app/consumers/base.py                       |   5 +
 app/core/context.py                         |   1 +
 app/core/progress.py                        |   5 +-
 app/services/describer/describer_base.py    |   6 +
 app/services/suggester/suggester_service.py |   5 +
 pyproject.toml                              |  45 +-
 uv.lock                                     | 975 ++++++++++----------
 18 files changed, 704 insertions(+), 647 deletions(-)
 create mode 100644 .github/workflows/ci.yaml
 delete mode 100644 .github/workflows/ci_backend.yaml
 create mode 100644 .vscode/extensions.json

diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
index e36d909..b977678 100644
--- a/.devcontainer/Dockerfile
+++ b/.devcontainer/Dockerfile
@@ -1,13 +1,8 @@
-ARG VARIANT=3-bullseye
+ARG VARIANT=3.13-bookworm
 FROM mcr.microsoft.com/vscode/devcontainers/python:${VARIANT}
 
 ARG USERNAME=vscode
-
-USER root
-
-RUN apt-get update -y \
-    && apt-get install -y --no-install-recommends iputils-ping \
-    && rm -rf /var/lib/apt/lists/*
+ARG UV_VERSION=v0.4.30
 
 USER ${USERNAME}
 
@@ -16,12 +11,12 @@ RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \
     chown -R ${USERNAME}:${USERNAME} /home/${USERNAME}/.cache
 
 
-
-RUN mkdir -p /home/${USERNAME}/.vscode-server/extensions \
-    && chown -R ${USERNAME} /home/${USERNAME}/.vscode-server
+# Ensure VS Code extension & history directories exist with correct ownership
+RUN mkdir -p /home/$USERNAME/.vscode-server/extensions \
+    && chown -R $USERNAME /home/$USERNAME/.vscode-server
 
 RUN SNIPPET="export PROMPT_COMMAND='history -a' && export HISTFILE=/home/$USERNAME/commandhistory/.zsh_history" \
-    && mkdir /home/$USERNAME/commandhistory \
+    && mkdir -p /home/$USERNAME/commandhistory \
     && touch /home/$USERNAME/commandhistory/.zsh_history \
     && chown -R $USERNAME /home/$USERNAME/commandhistory \
-    && echo "$SNIPPET" >> "/home/$USERNAME/.zshrc"
+    && grep -q "commandhistory/.zsh_history" /home/$USERNAME/.zshrc || echo "$SNIPPET" >> /home/$USERNAME/.zshrc
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 40ab072..63c1560 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -1,43 +1,43 @@
 {
-  "name": "Python 3",
+  // Dev Container definition for python_package
+  "name": "python_package",
   "dockerComposeFile": ["docker-compose.yaml"],
   "service": "app",
   "workspaceFolder": "/workspace",
+  "features": {
+    "ghcr.io/devcontainers/features/common-utils:2": {
+      "installZsh": true
+    },
+    "ghcr.io/devcontainers/features/git:1": {}
+  },
   "customizations": {
     "vscode": {
       "settings": {
-        "notebook.formatOnSave.enabled": true,
-        "terminal.integrated.defaultProfile.linux": "zsh",
-        "terminal.integrated.profiles.linux": {
-          "zsh": { "path": "/usr/bin/zsh" }
-        }
+        "python.defaultInterpreterPath": "${containerWorkspaceFolder}/.venv/bin/python",
+        "terminal.integrated.defaultProfile.linux": "zsh"
       },
       "extensions": [
-        "eamodio.gitlens",
-        "mhutchie.git-graph",
-        "Gruntfuggly.todo-tree",
-        "esbenp.prettier-vscode",
-        "ms-vscode-remote.remote-containers",
         "ms-python.python",
-        "ms-python.pylint",
         "charliermarsh.ruff",
         "njpwerner.autodocstring",
-        "davidanson.vscode-markdownlint",
-        "streetsidesoftware.code-spell-checker",
-        "streetsidesoftware.code-spell-checker-norwegian-bokmal",
-        "shd101wyy.markdown-preview-enhanced",
-        "unifiedjs.vscode-mdx"
+        "eamodio.gitlens",
+        "mhutchie.git-graph",
+        "Gruntfuggly.todo-tree",
+        "esbenp.prettier-vscode"
       ]
     }
   },
-  // Use 'forwardPorts' to make a list of ports inside the container available locally.
   "forwardPorts": [8888],
-  // Use 'postCreateCommand' to run commands after the container is created.
   "remoteUser": "vscode",
   "remoteEnv": {
-    "PATH": "${containerEnv:PATH}:/home/vscode/.local/bin:/home/vscode/.bun/bin"
+    "PATH": "${containerEnv:PATH}:/home/vscode/.local/bin"
   },
-  "postStartCommand": "bash .devcontainer/postStartCommand.sh",
   "postCreateCommand": "bash .devcontainer/postCreateCommand.sh",
-  "initializeCommand": "find ~/.ssh/ -type f -exec grep -l 'PRIVATE' {} \\; | xargs ssh-add" // https://github.com/microsoft/vscode-remote-release/issues/4024#issuecomment-1781885370
+  "postStartCommand": "bash .devcontainer/postStartCommand.sh",
+  "initializeCommand": "find ~/.ssh/ -type f -exec grep -l 'PRIVATE' {} \\; | xargs ssh-add" ,
+  "containerEnv": {
+    "HTTP_PROXY": "http://host.docker.internal:3128",
+    "HTTPS_PROXY": "http://host.docker.internal:3128",
+    "NO_PROXY": "localhost,127.0.0.1,::1,host.docker.internal,.local,.internal"
+  }
 }
diff --git a/.devcontainer/docker-compose.yaml b/.devcontainer/docker-compose.yaml
index 43c8c82..bf5804c 100644
--- a/.devcontainer/docker-compose.yaml
+++ b/.devcontainer/docker-compose.yaml
@@ -1,11 +1,13 @@
+version: "3.8"
 services:
   app:
     user: vscode
     build:
-      context: .
-      dockerfile: Dockerfile
+      # Use repository root as build context so we can pre-warm dependencies (pyproject/uv.lock)
+      context: ..
+      dockerfile: .devcontainer/Dockerfile
       args:
-        VARIANT: 3.12-bookworm
+        VARIANT: 3.13-bookworm
     volumes:
       - ..:/workspace:cached # Shared workspace between host and devcontainer
       - doc_updater_extensions:/home/vscode/.vscode-server/extensions # Storing extensions
@@ -14,6 +16,7 @@ services:
       - /workspace/.venv
     command: sleep infinity
 
+# Volumes that are not shared between Host and Devcontainer must be listed here.
 volumes:
   doc_updater_extensions:
   doc_updater_commandhistory:
diff --git a/.devcontainer/postCreateCommand.sh b/.devcontainer/postCreateCommand.sh
index 95e9703..d25b97e 100644
--- a/.devcontainer/postCreateCommand.sh
+++ b/.devcontainer/postCreateCommand.sh
@@ -1,12 +1,20 @@
 #!/bin/bash
 
-set -e
+set -euo pipefail
+
 sudo chown -R vscode:vscode /workspace/.venv
-echo "Upgrading pip..."
-pip install --upgrade pip > /dev/null 2>&1
 
-echo "Installing pre-commit..."
-uv tool install pre-commit
-pre-commit install
+# Install/update PreK tool (idempotent)
+echo "Ensuring prek installed (pinned via uv tool cache)..."
+uv tool install prek >/dev/null 2>&1 || true
+prek install
+
+# Sync dependencies only if environment missing or manifests changed (safety net; main pre-warm is in image layer)
+if [ ! -d .venv ] || [ pyproject.toml -nt .venv ] || [ uv.lock -nt .venv ]; then
+	echo "Performing uv sync (post-create)..."
+	uv sync
+else
+	echo "uv sync skipped (environment up-to-date)."
+fi
 
-# echo "Postcreate success"
+echo "PostCreate complete"
diff --git a/.devcontainer/postStartCommand.sh b/.devcontainer/postStartCommand.sh
index 21064f6..3336c29 100644
--- a/.devcontainer/postStartCommand.sh
+++ b/.devcontainer/postStartCommand.sh
@@ -1,10 +1,9 @@
 #!/bin/bash
+set -euo pipefail
 
-set -e  # Exit immediately if a command exits with a non-zero status.
-
-echo "Configuring git safe directory..."
-git config --global --add safe.directory /workspace &>/dev/null
+echo "Configuring git safe directory (idempotent)..."
+git config --global --add safe.directory /workspace 2>/dev/null || true
 
 uv sync --frozen
 
-echo "Poststart success"
+echo "PostStart complete"
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..d1f65fb
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,15 @@
+name: ci
+
+on:
+  pull_request:
+  push:
+    branches: [main]
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install uv based on the version defined in pyproject.toml
+        uses: astral-sh/setup-uv@v6
+      - uses: actions/checkout@v3
+      - uses: j178/prek-action@v1
diff --git a/.github/workflows/ci_backend.yaml b/.github/workflows/ci_backend.yaml
deleted file mode 100644
index 8d5a5f1..0000000
--- a/.github/workflows/ci_backend.yaml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: CI
-
-on:
-  workflow_dispatch:
-  pull_request:
-    branches:
-      - main
-
-jobs:
-  lint-and-test:
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: .
-    steps:
-      - name: Checkout Source Code
-        uses: actions/checkout@v4
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v5
-        with:
-          enable-cache: true
-          cache-dependency-glob: "uv.lock"
-
-      - name: Install Project Dependencies
-        run: uv sync --frozen
-
-      - name: Run Ruff for Code Linting
-        run: uv run ruff check
-
-      - name: Run Pylint for Static Code Analysis
-        run: uv run pylint --fail-under 9 app
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f9d0d2b..2645f1c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,81 +1,110 @@
+minimum_pre_commit_version: "3.5.0"
+default_stages: [commit]
+
+############################################################
+# Global Exclusions
+# These directories rarely contain source worth linting.
+############################################################
+exclude: |
+  (?x)(
+    ^data/.*|
+    ^\.vscode/.*|
+    ^\.devcontainer/.*
+  )
+
+############################################################
+# FAST COMMIT HOOKS (keep quick & mostly autofix)
+############################################################
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.3.0
+    rev: v4.6.0 # Latest stable as of 2025-09
     hooks:
       - id: trailing-whitespace
+        name: Trim Trailing Whitespace
         args: [--markdown-linebreak-ext=md]
+      - id: end-of-file-fixer
+        name: Ensure Final Newline
       - id: check-json
+        name: Validate JSON (excluding tool configs)
         exclude: |
           (?x)^(
               \.vscode/.*|
               \.devcontainer/devcontainer.json|
           )$
       - id: pretty-format-json
+        name: Format JSON
         args: ["--autofix", "--no-ensure-ascii", "--no-sort-keys"]
         exclude: |
           (?x)^(
               \.vscode/.*|
               \.devcontainer/devcontainer.json|
+              .*\.ipynb
           )$
       - id: check-toml
       - id: check-yaml
-      - id: end-of-file-fixer
-      - id: detect-private-key
-      - id: check-added-large-files
       - id: check-ast
       - id: name-tests-test
+      - id: detect-private-key # Early lightweight key pattern scan
+      - id: check-added-large-files
+        args: ["--maxkb=500"] # Policy: reject very large blobs
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    # Ruff version.
-    rev: v0.1.6
+    rev: v0.13.2
     hooks:
-      # Run the linter.
       - id: ruff
-        args: [ --fix, "--config=pyproject.toml" ]
-      # Run the formatter.
+        name: Ruff Linter (autofix)
+        args: [--fix, "--config=pyproject.toml"]
       - id: ruff-format
-        args: ["--config=pyproject.toml" ]
-
-  - repo: local
-    hooks:
-      - id: pylint
-        name: pylint
-        entry: uv run pylint
-        language: system
-        types: [python]
-        args: ["--rcfile=pyproject.toml"]
-        stages: ["pre-push"]
+        name: Ruff Formatter
+        args: ["--config=pyproject.toml"]
 
+  ############################################################
+  # PUSH-TIME (SLOWER / ANALYSIS) HOOKS
+  # These run less frequently to keep commit loop fast.
+  ############################################################
   - repo: local
     hooks:
       - id: pytest-check
-        name: pytest-check
+        name: Run Test Suite
         entry: uv run pytest
         language: system
         pass_filenames: false
         always_run: true
-        stages: ["pre-push"]
-
-  - repo: https://github.com/astral-sh/uv-pre-commit
-    rev: 0.6.10
-    hooks:
-      - id: uv-lock
-        name: Check pyproject.toml validity"
-        stages: ["pre-push"]
-
-
-  - repo: local
-    hooks:
+        stages: [pre-push]
+        # Optional faster feedback: args: ["-q", "--maxfail=1"]
+      - id: pylint
+        name: Pylint (design checks)
+        entry: uv run pylint
+        language: system
+        types: [python]
+        args: ["--rcfile=pyproject.toml"]
+        stages: [pre-push]
       - id: deptry
-        name: "Deptry"
+        name: Deptry (dependency hygiene)
         entry: uv run deptry app
         language: system
         pass_filenames: false
+        stages: [pre-push]
+      - id: vulture
+        name: Vulture (dead code)
+        entry: uv run vulture app
+        language: system
+        pass_filenames: false
+        stages: [pre-push]
 
   - repo: https://github.com/Yelp/detect-secrets
     rev: v1.5.0
     hooks:
-    -   id: detect-secrets
-        args: ['--baseline', '.secrets.baseline']
+      - id: detect-secrets
+        name: Detect Secrets (baseline)
+        args: ["--baseline", ".secrets.baseline"]
         exclude: uv.lock
-        stages: ["pre-push"]
+        stages: [pre-push]
+
+  - repo: https://github.com/astral-sh/uv-pre-commit
+    rev: 0.8.22
+    hooks:
+      - id: uv-lock
+        name: Validate pyproject / lock
+        stages: [pre-push]
+        pass_filenames: false
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
new file mode 100644
index 0000000..5bbcaf2
--- /dev/null
+++ b/.vscode/extensions.json
@@ -0,0 +1,12 @@
+{
+  "recommendations": [
+    "ms-python.python",
+    "charliermarsh.ruff",
+    "njpwerner.autodocstring",
+    "eamodio.gitlens",
+    "mhutchie.git-graph",
+    "Gruntfuggly.todo-tree",
+    "esbenp.prettier-vscode",
+    "ms-vscode-remote.remote-containers"
+  ]
+}
diff --git a/.vscode/launch.json b/.vscode/launch.json
index 6d09eb1..c2e586f 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -1,16 +1,15 @@
 {
-  "version": "0.2.0",
-  "configurations": [
-    {
-      "name": "Run app.cli (scope create)",
-      "type": "debugpy",
-      "request": "launch",
-      "module": "app.cli.main",
-      "args": [
-        "scope", "create"
-      ],
-      "console": "integratedTerminal", // so you can interact
-      "justMyCode": true
-    }
-  ]
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python: Module",
+            "type": "debugpy",
+            "request": "launch",
+            "module": "python_package",
+            "justMyCode": false
+        }
+    ]
 }
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 58f0ba1..2ea1e60 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -4,12 +4,13 @@
     "editor.formatOnSave": true,
     "editor.defaultFormatter": "charliermarsh.ruff",
     "editor.codeActionsOnSave": {
-      "source.fixAll": "always",
-      "source.organizeImports": "always"
+      "source.fixAll": "explicit",
+      "source.organizeImports": "explicit"
     },
     "editor.rulers": [100],
     "files.trimTrailingWhitespace": true
   },
+
   // Editor settings for YAML
   "[yaml]": {
     "editor.insertSpaces": true,
@@ -24,14 +25,14 @@
       "strings": true
     }
   },
-  "python.languageServer": "Default",
-  // Extension(s) settings
   "python.testing.pytestEnabled": true,
   "python.testing.autoTestDiscoverOnSaveEnabled": true,
   "python.testing.pytestArgs": ["tests"],
-  "pylint.importStrategy": "useBundled",
-  "pylint.args": ["--rcfile", "${workspaceFolder}/pyproject.toml"],
+  "ruff.enable": true,
+  "python.analysis.typeCheckingMode": "basic",
+  "python.analysis.autoImportCompletions": true,
   "python.testing.unittestEnabled": false,
-  "http.proxyStrictSSL": false,
-"http.proxy": ""
+  "editor.defaultFormatter": "esbenp.prettier-vscode",
+  "editor.formatOnSave": true,
+  "python.defaultInterpreterPath": "${workspaceFolder}/.venv/bin/python"
 }
diff --git a/app/consumers/base.py b/app/consumers/base.py
index 18152a1..8abed7f 100644
--- a/app/consumers/base.py
+++ b/app/consumers/base.py
@@ -9,6 +9,11 @@ class BaseConsumer(ABC):
 
     @abstractmethod
     def __init__(self, root_path: str | Path):
+        """Initialize the consumer with a root path.
+
+        Args:
+            root_path: The root path for the consumer.
+        """
         self.root_path = root_path
 
     @abstractmethod
diff --git a/app/core/context.py b/app/core/context.py
index fc42db0..2610f3b 100644
--- a/app/core/context.py
+++ b/app/core/context.py
@@ -23,6 +23,7 @@ class UsageContext:
     """Global usage context."""
 
     def __init__(self):
+        """Initialize the usage context with thread-safe locking."""
         self._data_lock = threading.Lock()
         self.usage: Usage = Usage()
 
diff --git a/app/core/progress.py b/app/core/progress.py
index 995739f..d300dbf 100644
--- a/app/core/progress.py
+++ b/app/core/progress.py
@@ -1,5 +1,4 @@
 from collections.abc import Iterable, Iterator
-from typing import TypeVar
 
 from rich.progress import (
     BarColumn,
@@ -9,10 +8,8 @@
     TimeRemainingColumn,
 )
 
-T = TypeVar("T")
 
-
-def track(
+def track[T](
     iterable: Iterable[T],
     description: str = "Processing",
     total: int | None = None,
diff --git a/app/services/describer/describer_base.py b/app/services/describer/describer_base.py
index 54b6a93..d347058 100644
--- a/app/services/describer/describer_base.py
+++ b/app/services/describer/describer_base.py
@@ -12,6 +12,12 @@ class DescriberService:
     """Scanner service."""
 
     def __init__(self, consumer: BaseConsumer, state_filepath: Path = None):
+        """Initialize the describer service.
+
+        Args:
+            consumer: The consumer instance to use for file operations.
+            state_filepath: Optional path to the state file.
+        """
         self.consumer = consumer
         self.state_filepath = state_filepath
 
diff --git a/app/services/suggester/suggester_service.py b/app/services/suggester/suggester_service.py
index 6214b99..cfcc650 100644
--- a/app/services/suggester/suggester_service.py
+++ b/app/services/suggester/suggester_service.py
@@ -14,6 +14,11 @@ class DocChangeSuggester:
     """DocChangeSuggestor class."""
 
     def __init__(self, *, suggestion_state_path: Path):
+        """Initialize the doc change suggester.
+
+        Args:
+            suggestion_state_path: Path to the suggestion state file.
+        """
         self.agent = suggester_agent
         self.suggestion_state_path = Path(suggestion_state_path)
 
diff --git a/pyproject.toml b/pyproject.toml
index e99e738..de967a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,8 @@
 [project]
 name = "Dope"
 version = "0.1.0"
-description = "An application to update docs based on code changes."
+description = ""
+authors = [{ name = "Martin Gran", email = "martgra@gmail.com" }]
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
@@ -24,16 +25,17 @@ Source = "https://github.com/martgra/dope"
 
 [dependency-groups]
 dev = [
-    "ruff>=0.11.2",
-    "pre-commit>=4.2.0",
-    "pylint>=3.3.6",
-    "deptry>=0.23.0",
+    "deptry>=0.23.1",
     "detect-secrets>=1.5.0",
+    "prek>=0.2.2",
+    "pylint>=3.3.8",
+    "ruff>=0.13.2",
+    "vulture>=2.14",
 ]
 test = [
     "faker>=37.1.0",
-    "pytest>=8.3.5",
-    "pytest-cov>=6.0.0",
+    "pytest>=8.4.2",
+    "pytest-cov>=7.0.0",
 ]
 
 [tool.uv]
@@ -42,9 +44,6 @@ default-groups = [
     "test",
 ]
 
-[project.scripts]
-dope = "app.cli.main:run_cli"
-
 [tool.hatch.build.targets.sdist]
 include = ["app"]
 
@@ -59,8 +58,8 @@ build-backend = "hatchling.build"
 line-length = 100
 
 [tool.ruff.lint]
+extend-ignore = ["E203", "D100"]
 select = ["E", "W", "D", "F", "UP", "B", "SIM","I"]
-extend-ignore = ["E203", "D107", "D100"]
 
 [tool.ruff.lint.per-file-ignores]
 "__init__.py" = ["D104"]
@@ -71,22 +70,28 @@ extend-ignore = ["E203", "D107", "D100"]
 "app/models/internal.py" = ["D101", "D102", "D103", "D105"]
 
 [tool.ruff.lint.isort]
-known-first-party = ["api"]
+known-first-party = ["app"]
 
 [tool.ruff.lint.pydocstyle]
 convention = "google"
 
-[tool.pytest]
-testpaths = ["tests"]
-
-[tool.coverage.run]
-branch = true
-source = ["python_package"]
-
 [tool.pylint]
 max-line-length = 100
 disable = ["E0401", "C0114", "R0903", "E0237","E1142","E0014","E1300","E0013","E1310","E1307","E2502","E6005","E6004","E0116","E0108","E0241","E1303","E0102","E0100","E0605","E0604","E0304","E0308","E2510","E2513","E2514","E2512","E2515","E0309","E0305","E0303","E1206","E1205","E0704","E1304","E1302","E4703","E0213","E0107","E0115","E0117","E0103","E0711","E0643","E0402","E1132","E0106","E0101","E0104","E1519","E1520","E0001","E1306","E1305","E0112","E1301","E0603","E0602","E0302","E0118","E1700","E0105","W1401","W0129","W0199","W3201","W1302","W1300","W1501","W0211","W0702","W0711","W1502","W0718","W0719","W0640","W0160","W0102","W0705","W0109","W1308","W0130","W1641","W0123","W0122","W0106","W1309","W0511","W1515","W1305","W1310","W0604","W0603","W0602","W1404","W0406","W1405","W1508","W1113","W1202","W1203","W1201","W0150","W1518","W0410","W1303","W0131","W0177","W3301","W2402","W0133","W0104","W0212","W0707","W0622","W2901","W1406","W0404","W0127","W1509","W1510","W0245","W0706","W0012","W0108","W0107","W0301","W1514","W0613","W1304","W1301","W0611","W0612","W0120","W2101","W2601","W0401","C0202","C0198","C1901","C0201","C0501","C0206","C0199","C0112","C0415","C2701","C0103","C0301","C2201","C0115","C0304","C0116","C0114","C0410","C0321","C2403","C2401","C0205","C0121","C0303","C0131","C0105","C0132","C0412","C0123","C3002","C2801","C3001","C0113","C0208","C0414","C0411","C0413","R0133","R0124","R6003","R1701","R6002","R6104","R1717","R1728","R1715","R1714","R1730","R1731","R1718","R1722","R1706","R1732","R5501","R2044","R1710","R0123","R2004","R0202","R1723","R1724","R1720","R1705","R6301","R0203","R0206","R1704","R1719","R1703","R1725","R1260","R0913","R0916","R0912","R0914","R1702","R0904","R0911","R0915","R1707","R1721","R1733","R1736","R1729","R1735","R1734","R6201","R0205","R0022","R1711"]
-ignored-classes='sqlalchemy.orm.session.sessionmaker'
 
 [tool.deptry]
 known_first_party = ["app"]
+
+[tool.pytest]
+testpaths = ["tests"]
+
+[tool.coverage.run]
+branch = true
+source = ["app"]
+
+[tool.vulture]
+make_whitelist = true
+min_confidence = 80
+paths = ["app"]
+sort_by_size = true
+verbose = true
diff --git a/uv.lock b/uv.lock
index e390c5e..d689599 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,14 +1,14 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.12"
 
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload_time = "2024-05-20T21:33:25.928Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload_time = "2024-05-20T21:33:24.1Z" },
+    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
 ]
 
 [[package]]
@@ -24,9 +24,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/86/e3/a88c8494ce4d1a88252b9e053607e885f9b14d0a32273d47b727cbee4228/anthropic-0.49.0.tar.gz", hash = "sha256:c09e885b0f674b9119b4f296d8508907f6cff0009bc20d5cf6b35936c40b4398", size = 210016, upload_time = "2025-02-28T19:35:47.01Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/86/e3/a88c8494ce4d1a88252b9e053607e885f9b14d0a32273d47b727cbee4228/anthropic-0.49.0.tar.gz", hash = "sha256:c09e885b0f674b9119b4f296d8508907f6cff0009bc20d5cf6b35936c40b4398", size = 210016, upload-time = "2025-02-28T19:35:47.01Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/76/74/5d90ad14d55fbe3f9c474fdcb6e34b4bed99e3be8efac98734a5ddce88c1/anthropic-0.49.0-py3-none-any.whl", hash = "sha256:bbc17ad4e7094988d2fa86b87753ded8dce12498f4b85fe5810f208f454a8375", size = 243368, upload_time = "2025-02-28T19:35:44.963Z" },
+    { url = "https://files.pythonhosted.org/packages/76/74/5d90ad14d55fbe3f9c474fdcb6e34b4bed99e3be8efac98734a5ddce88c1/anthropic-0.49.0-py3-none-any.whl", hash = "sha256:bbc17ad4e7094988d2fa86b87753ded8dce12498f4b85fe5810f208f454a8375", size = 243368, upload-time = "2025-02-28T19:35:44.963Z" },
 ]
 
 [[package]]
@@ -38,36 +38,36 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload_time = "2025-03-17T00:02:54.77Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload_time = "2025-03-17T00:02:52.713Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
 ]
 
 [[package]]
 name = "anytree"
 version = "2.13.0"
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