refactor(logging): switch to parameterized logging for improved performance and clarity

- Replaced f-strings with parameterized logging calls across routes, services, and repositories to optimize log message evaluation.
- Improved exception handling by using `logger.exception` where appropriate for automatic traceback logging.

AGENTS.md

@@ -179,7 +179,11 @@ Permission dependencies in `api/dependencies/permissions.py`:
 **Backend:**
 - **uv**: Modern Python package manager (10-100x faster than pip)
 - **Ruff**: All-in-one linting/formatting (replaces Black, Flake8, isort)
-- **mypy**: Type checking with Pydantic plugin
+- **Pyright**: Static type checking (strict mode)
+- **pip-audit**: Dependency vulnerability scanning (OSV database)
+- **detect-secrets**: Hardcoded secrets detection
+- **pip-licenses**: License compliance checking
+- **pre-commit**: Git hook framework (Ruff, detect-secrets, standard checks)
 - **Makefile**: `make help` for all commands
 
 **Frontend:**
@@ -249,6 +253,10 @@ python migrate.py auto "description"      # Generate + apply
 - **CSRF protection**: Built into FastAPI
 - **Session revocation**: Database-backed session tracking
 - **Comprehensive security tests**: JWT algorithm attacks, session hijacking, privilege escalation
+- **Dependency vulnerability scanning**: `make dep-audit` (pip-audit against OSV database)
+- **License compliance**: `make license-check` (blocks GPL-3.0/AGPL)
+- **Secrets detection**: Pre-commit hook blocks hardcoded secrets
+- **Unified security pipeline**: `make audit` (all security checks), `make check` (quality + security + tests)
 
 ## Docker Deployment
 

CLAUDE.md

@@ -55,6 +55,12 @@ EOF
 - Frontend E2E: `npm run test:e2e`
 - Use `make test` or `make test-cov` in backend for convenience
 
+**Security & Quality Commands (Backend):**
+- `make validate` — lint + format + type checks
+- `make audit` — dependency vulnerabilities + license compliance
+- `make validate-all` — quality + security checks
+- `make check` — **full pipeline**: quality + security + tests
+
 **Backend E2E Testing (requires Docker):**
 - Install deps: `make install-e2e`
 - Run all E2E tests: `make test-e2e`
@@ -157,6 +163,10 @@ with patch.object(session, 'commit', side_effect=mock_commit):
 - Never skip security headers in production
 - Rate limiting is configured in route decorators: `@limiter.limit("10/minute")`
 - Session revocation is database-backed, not just JWT expiry
+- Run `make audit` to check for dependency vulnerabilities and license compliance
+- Run `make check` for the full pipeline: quality + security + tests
+- Pre-commit hooks enforce Ruff lint/format and detect-secrets on every commit
+- Setup hooks: `cd backend && uv run pre-commit install`
 
 ### Common Workflows Guidance
 

CONTRIBUTING.md

@@ -91,7 +91,10 @@ Ready to write some code? Awesome!
 cd backend
 
 # Install dependencies (uv manages virtual environment automatically)
-uv sync
+make install-dev
+
+# Setup pre-commit hooks
+uv run pre-commit install
 
 # Setup environment
 cp .env.example .env
@@ -100,8 +103,14 @@ cp .env.example .env
 # Run migrations
 python migrate.py apply
 
+# Run quality + security checks
+make validate-all
+
 # Run tests
-IS_TEST=True uv run pytest
+make test
+
+# Run full pipeline (quality + security + tests)
+make check
 
 # Start dev server
 uvicorn app.main:app --reload
@@ -316,7 +325,7 @@ Fixed stuff
 ### Before Submitting
 
 - [ ] Code follows project style guidelines
-- [ ] All tests pass locally
+- [ ] `make check` passes (quality + security + tests) in backend
 - [ ] New tests added for new features
 - [ ] Documentation updated if needed
 - [ ] No merge conflicts with `main`

backend/.pre-commit-config.yaml

@@ -0,0 +1,44 @@
+# Pre-commit hooks for backend quality and security checks.
+#
+# Install:
+#   cd backend && uv run pre-commit install
+#
+# Run manually on all files:
+#   cd backend && uv run pre-commit run --all-files
+#
+# Skip hooks temporarily:
+#   git commit --no-verify
+#
+repos:
+  # ── Code Quality ──────────────────────────────────────────────────────────
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.14.4
+    hooks:
+      - id: ruff
+        args: [--fix, --exit-non-zero-on-fix]
+      - id: ruff-format
+
+  # ── General File Hygiene ──────────────────────────────────────────────────
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v5.0.0
+    hooks:
+      - id: trailing-whitespace
+      - id: end-of-file-fixer
+      - id: check-yaml
+      - id: check-toml
+      - id: check-merge-conflict
+      - id: check-added-large-files
+        args: [--maxkb=500]
+      - id: debug-statements
+
+  # ── Security ──────────────────────────────────────────────────────────────
+  - repo: https://github.com/Yelp/detect-secrets
+    rev: v1.5.0
+    hooks:
+      - id: detect-secrets
+        args: ['--baseline', '.secrets.baseline']
+        exclude: |
+          (?x)^(
+            .*\.lock$|
+            .*\.svg$
+          )$

backend/Makefile

@@ -1,4 +1,4 @@
-.PHONY: help lint lint-fix format format-check type-check test test-cov validate clean install-dev sync check-docker install-e2e test-e2e test-e2e-schema test-all
+.PHONY: help lint lint-fix format format-check type-check test test-cov validate clean install-dev sync check-docker install-e2e test-e2e test-e2e-schema test-all dep-audit license-check audit validate-all check
 
 # Prevent a stale VIRTUAL_ENV in the caller's shell from confusing uv
 unexport VIRTUAL_ENV
@@ -20,6 +20,13 @@ help:
 	@echo "  make type-check    - Run pyright type checking"
 	@echo "  make validate      - Run all checks (lint + format + types)"
 	@echo ""
+	@echo "Security & Audit:"
+	@echo "  make dep-audit     - Scan dependencies for known vulnerabilities"
+	@echo "  make license-check - Check dependency license compliance"
+	@echo "  make audit         - Run all security audits (deps + licenses)"
+	@echo "  make validate-all  - Run all quality + security checks"
+	@echo "  make check         - Full pipeline: quality + security + tests"
+	@echo ""
 	@echo "Testing:"
 	@echo "  make test          - Run pytest (unit/integration, SQLite)"
 	@echo "  make test-cov      - Run pytest with coverage report"
@@ -27,6 +34,7 @@ help:
 	@echo "  make test-e2e-schema - Run Schemathesis API schema tests"
 	@echo "  make test-all      - Run all tests (unit + E2E)"
 	@echo "  make check-docker  - Check if Docker is available"
+	@echo "  make check         - Full pipeline: quality + security + tests"
 	@echo ""
 	@echo "Cleanup:"
 	@echo "  make clean         - Remove cache and build artifacts"
@@ -72,6 +80,31 @@ type-check:
 validate: lint format-check type-check
 	@echo "✅ All quality checks passed!"
 
+# ============================================================================
+# Security & Audit
+# ============================================================================
+
+dep-audit:
+	@echo "🔒 Scanning dependencies for known vulnerabilities..."
+	@# CVE-2024-23342: ecdsa timing attack via python-jose (transitive). No fix available.
+	@# We only use HS256 (not ECDSA signing), so this is not exploitable. Track python-jose replacement separately.
+	@uv run pip-audit --desc --skip-editable --ignore-vuln CVE-2024-23342
+	@echo "✅ No known vulnerabilities found!"
+
+license-check:
+	@echo "📜 Checking dependency license compliance..."
+	@uv run pip-licenses --fail-on="GPL-3.0-or-later;AGPL-3.0-or-later" --format=plain
+	@echo "✅ All dependency licenses are compliant!"
+
+audit: dep-audit license-check
+	@echo "✅ All security audits passed!"
+
+validate-all: validate audit
+	@echo "✅ All quality + security checks passed!"
+
+check: validate-all test
+	@echo "✅ Full validation pipeline complete!"
+
 # ============================================================================
 # Testing
 # ============================================================================

backend/README.md

@@ -14,7 +14,9 @@ Features:
 - **Multi-tenancy**: Organization-based access control with roles (Owner/Admin/Member)
 - **Testing**: 97%+ coverage with security-focused test suite
 - **Performance**: Async throughout, connection pooling, optimized queries
-- **Modern Tooling**: uv for dependencies, Ruff for linting/formatting, mypy for type checking
+- **Modern Tooling**: uv for dependencies, Ruff for linting/formatting, Pyright for type checking
+- **Security Auditing**: Automated dependency vulnerability scanning, license compliance, secrets detection
+- **Pre-commit Hooks**: Ruff, detect-secrets, and standard checks on every commit
 
 ## Quick Start
 
@@ -149,7 +151,7 @@ uv pip list --outdated
 # Run any Python command via uv (no activation needed)
 uv run python script.py
 uv run pytest
-uv run mypy app/
+uv run pyright app/
 
 # Or activate the virtual environment
 source .venv/bin/activate
@@ -171,12 +173,22 @@ make lint          # Run Ruff linter (check only)
 make lint-fix      # Run Ruff with auto-fix
 make format        # Format code with Ruff
 make format-check  # Check if code is formatted
-make type-check    # Run mypy type checking
+make type-check    # Run Pyright type checking
 make validate      # Run all checks (lint + format + types)
 
+# Security & Audit
+make dep-audit     # Scan dependencies for known vulnerabilities (CVEs)
+make license-check # Check dependency license compliance
+make audit         # Run all security audits (deps + licenses)
+make validate-all  # Run all quality + security checks
+make check         # Full pipeline: quality + security + tests
+
 # Testing
 make test          # Run all tests
 make test-cov      # Run tests with coverage report
+make test-e2e      # Run E2E tests (PostgreSQL, requires Docker)
+make test-e2e-schema # Run Schemathesis API schema tests
+make test-all      # Run all tests (unit + E2E)
 
 # Utilities
 make clean         # Remove cache and build artifacts
@@ -352,18 +364,29 @@ open htmlcov/index.html
 # Using Makefile (recommended)
 make lint          # Ruff linting
 make format        # Ruff formatting
-make type-check    # mypy type checking
+make type-check    # Pyright type checking
 make validate      # All checks at once
 
+# Security audits
+make dep-audit     # Scan dependencies for CVEs
+make license-check # Check license compliance
+make audit         # All security audits
+make validate-all  # Quality + security checks
+make check         # Full pipeline: quality + security + tests
+
 # Using uv directly
 uv run ruff check app/ tests/
 uv run ruff format app/ tests/
-uv run mypy app/
+uv run pyright app/
 ```
 
 **Tools:**
 - **Ruff**: All-in-one linting, formatting, and import sorting (replaces Black, Flake8, isort)
-- **mypy**: Static type checking with Pydantic plugin
+- **Pyright**: Static type checking (strict mode)
+- **pip-audit**: Dependency vulnerability scanning against the OSV database
+- **pip-licenses**: Dependency license compliance checking
+- **detect-secrets**: Hardcoded secrets/credentials detection
+- **pre-commit**: Git hook framework for automated checks on every commit
 
 All configurations are in `pyproject.toml`.
 
@@ -589,13 +612,42 @@ Configured in `app/core/config.py`:
 - **Security Headers**: CSP, HSTS, X-Frame-Options, etc.
 - **Input Validation**: Pydantic schemas, SQL injection prevention (ORM)
 
+### Security Auditing
+
+Automated, deterministic security checks are built into the development workflow:
+
+```bash
+# Scan dependencies for known vulnerabilities (CVEs)
+make dep-audit
+
+# Check dependency license compliance (blocks GPL-3.0/AGPL)
+make license-check
+
+# Run all security audits
+make audit
+
+# Full pipeline: quality + security + tests
+make check
+```
+
+**Pre-commit hooks** automatically run on every commit:
+- **Ruff** lint + format checks
+- **detect-secrets** blocks commits containing hardcoded secrets
+- **Standard checks**: trailing whitespace, YAML/TOML validation, merge conflict detection, large file prevention
+
+Setup pre-commit hooks:
+```bash
+uv run pre-commit install
+```
+
 ### Security Best Practices
 
-1. **Never commit secrets**: Use `.env` files (git-ignored)
+1. **Never commit secrets**: Use `.env` files (git-ignored), enforced by detect-secrets pre-commit hook
 2. **Strong SECRET_KEY**: Min 32 chars, cryptographically random
 3. **HTTPS in production**: Required for token security
-4. **Regular updates**: Keep dependencies current (`uv sync --upgrade`)
+4. **Regular updates**: Keep dependencies current (`uv sync --upgrade`), run `make dep-audit` to check for CVEs
 5. **Audit logs**: Monitor authentication events
+6. **Run `make check` before pushing**: Validates quality, security, and tests in one command
 
 ---
 
@@ -645,7 +697,11 @@ logging.basicConfig(level=logging.INFO)
 **Built with modern Python tooling:**
 - 🚀 **uv** - 10-100x faster dependency management
 - ⚡ **Ruff** - 10-100x faster linting & formatting
-- 🔍 **mypy** - Static type checking
+- 🔍 **Pyright** - Static type checking (strict mode)
 - ✅ **pytest** - Comprehensive test suite
+- 🔒 **pip-audit** - Dependency vulnerability scanning
+- 🔑 **detect-secrets** - Hardcoded secrets detection
+- 📜 **pip-licenses** - License compliance checking
+- 🪝 **pre-commit** - Automated git hooks
 
 **All configured in a single `pyproject.toml` file!**

backend/app/api/routes/admin.py

@@ -243,7 +243,7 @@ async def admin_get_stats(
 
     # 4. User Status - Active vs Inactive
     logger.info(
-        f"User status counts - Active: {active_count}, Inactive: {inactive_count}"
+        "User status counts - Active: %s, Inactive: %s", active_count, inactive_count
     )
 
     user_status = [
@@ -312,7 +312,7 @@ async def admin_list_users(
         return PaginatedResponse(data=users, pagination=pagination_meta)
 
     except Exception as e:
-        logger.error(f"Error listing users (admin): {e!s}", exc_info=True)
+        logger.exception("Error listing users (admin): %s", e)
         raise
 
 
@@ -336,13 +336,13 @@ async def admin_create_user(
     """
     try:
         user = await user_service.create_user(db, user_in)
-        logger.info(f"Admin {admin.email} created user {user.email}")
+        logger.info("Admin %s created user %s", admin.email, user.email)
         return user
     except DuplicateEntryError as e:
-        logger.warning(f"Failed to create user: {e!s}")
+        logger.warning("Failed to create user: %s", e)
         raise DuplicateError(message=str(e), error_code=ErrorCode.USER_ALREADY_EXISTS)
     except Exception as e:
-        logger.error(f"Error creating user (admin): {e!s}", exc_info=True)
+        logger.exception("Error creating user (admin): %s", e)
         raise
 
 
@@ -380,11 +380,11 @@ async def admin_update_user(
     try:
         user = await user_service.get_user(db, str(user_id))
         updated_user = await user_service.update_user(db, user=user, obj_in=user_in)
-        logger.info(f"Admin {admin.email} updated user {updated_user.email}")
+        logger.info("Admin %s updated user %s", admin.email, updated_user.email)
         return updated_user
 
     except Exception as e:
-        logger.error(f"Error updating user (admin): {e!s}", exc_info=True)
+        logger.exception("Error updating user (admin): %s", e)
         raise
 
 
@@ -413,14 +413,14 @@ async def admin_delete_user(
             )
 
         await user_service.soft_delete_user(db, str(user_id))
-        logger.info(f"Admin {admin.email} deleted user {user.email}")
+        logger.info("Admin %s deleted user %s", admin.email, user.email)
 
         return MessageResponse(
             success=True, message=f"User {user.email} has been deleted"
         )
 
     except Exception as e:
-        logger.error(f"Error deleting user (admin): {e!s}", exc_info=True)
+        logger.exception("Error deleting user (admin): %s", e)
         raise
 
 
@@ -440,14 +440,14 @@ async def admin_activate_user(
     try:
         user = await user_service.get_user(db, str(user_id))
         await user_service.update_user(db, user=user, obj_in={"is_active": True})
-        logger.info(f"Admin {admin.email} activated user {user.email}")
+        logger.info("Admin %s activated user %s", admin.email, user.email)
 
         return MessageResponse(
             success=True, message=f"User {user.email} has been activated"
         )
 
     except Exception as e:
-        logger.error(f"Error activating user (admin): {e!s}", exc_info=True)
+        logger.exception("Error activating user (admin): %s", e)
         raise
 
 
@@ -476,14 +476,14 @@ async def admin_deactivate_user(
             )
 
         await user_service.update_user(db, user=user, obj_in={"is_active": False})
-        logger.info(f"Admin {admin.email} deactivated user {user.email}")
+        logger.info("Admin %s deactivated user %s", admin.email, user.email)
 
         return MessageResponse(
             success=True, message=f"User {user.email} has been deactivated"
         )
 
     except Exception as e:
-        logger.error(f"Error deactivating user (admin): {e!s}", exc_info=True)
+        logger.exception("Error deactivating user (admin): %s", e)
         raise
 
 
@@ -528,8 +528,11 @@ async def admin_bulk_user_action(
         failed_count = requested_count - affected_count
 
         logger.info(
-            f"Admin {admin.email} performed bulk {bulk_action.action.value} "
+            "Admin %s performed bulk %s on %s users (%s skipped/failed)",
-            f"on {affected_count} users ({failed_count} skipped/failed)"
+            admin.email,
+            bulk_action.action.value,
+            affected_count,
+            failed_count,
         )
 
         return BulkActionResult(
@@ -541,7 +544,7 @@ async def admin_bulk_user_action(
         )
 
     except Exception as e:  # pragma: no cover
-        logger.error(f"Error in bulk user action: {e!s}", exc_info=True)
+        logger.exception("Error in bulk user action: %s", e)
         raise
 
 
@@ -602,7 +605,7 @@ async def admin_list_organizations(
         return PaginatedResponse(data=orgs_with_count, pagination=pagination_meta)
 
     except Exception as e:
-        logger.error(f"Error listing organizations (admin): {e!s}", exc_info=True)
+        logger.exception("Error listing organizations (admin): %s", e)
         raise
 
 
@@ -622,7 +625,7 @@ async def admin_create_organization(
     """Create a new organization."""
     try:
         org = await organization_service.create_organization(db, obj_in=org_in)
-        logger.info(f"Admin {admin.email} created organization {org.name}")
+        logger.info("Admin %s created organization %s", admin.email, org.name)
 
         # Add member count
         org_dict = {
@@ -639,10 +642,10 @@ async def admin_create_organization(
         return OrganizationResponse(**org_dict)
 
     except DuplicateEntryError as e:
-        logger.warning(f"Failed to create organization: {e!s}")
+        logger.warning("Failed to create organization: %s", e)
         raise DuplicateError(message=str(e), error_code=ErrorCode.ALREADY_EXISTS)
     except Exception as e:
-        logger.error(f"Error creating organization (admin): {e!s}", exc_info=True)
+        logger.exception("Error creating organization (admin): %s", e)
         raise
 
 
@@ -695,7 +698,7 @@ async def admin_update_organization(
         updated_org = await organization_service.update_organization(
             db, org=org, obj_in=org_in
         )
-        logger.info(f"Admin {admin.email} updated organization {updated_org.name}")
+        logger.info("Admin %s updated organization %s", admin.email, updated_org.name)
 
         org_dict = {
             "id": updated_org.id,
@@ -713,7 +716,7 @@ async def admin_update_organization(
         return OrganizationResponse(**org_dict)
 
     except Exception as e:
-        logger.error(f"Error updating organization (admin): {e!s}", exc_info=True)
+        logger.exception("Error updating organization (admin): %s", e)
         raise
 
 
@@ -733,14 +736,14 @@ async def admin_delete_organization(
     try:
         org = await organization_service.get_organization(db, str(org_id))
         await organization_service.remove_organization(db, str(org_id))
-        logger.info(f"Admin {admin.email} deleted organization {org.name}")
+        logger.info("Admin %s deleted organization %s", admin.email, org.name)
 
         return MessageResponse(
             success=True, message=f"Organization {org.name} has been deleted"
         )
 
     except Exception as e:
-        logger.error(f"Error deleting organization (admin): {e!s}", exc_info=True)
+        logger.exception("Error deleting organization (admin): %s", e)
         raise
 
 
@@ -784,9 +787,7 @@ async def admin_list_organization_members(
     except NotFoundError:
         raise
     except Exception as e:
-        logger.error(
+        logger.exception("Error listing organization members (admin): %s", e)
-            f"Error listing organization members (admin): {e!s}", exc_info=True
-        )
         raise
 
 
@@ -822,8 +823,11 @@ async def admin_add_organization_member(
         )
 
         logger.info(
-            f"Admin {admin.email} added user {user.email} to organization {org.name} "
+            "Admin %s added user %s to organization %s with role %s",
-            f"with role {request.role.value}"
+            admin.email,
+            user.email,
+            org.name,
+            request.role.value,
         )
 
         return MessageResponse(
@@ -831,14 +835,12 @@ async def admin_add_organization_member(
         )
 
     except DuplicateEntryError as e:
-        logger.warning(f"Failed to add user to organization: {e!s}")
+        logger.warning("Failed to add user to organization: %s", e)
         raise DuplicateError(
             message=str(e), error_code=ErrorCode.USER_ALREADY_EXISTS, field="user_id"
         )
     except Exception as e:
-        logger.error(
+        logger.exception("Error adding member to organization (admin): %s", e)
-            f"Error adding member to organization (admin): {e!s}", exc_info=True
-        )
         raise
 
 
@@ -871,7 +873,10 @@ async def admin_remove_organization_member(
             )
 
         logger.info(
-            f"Admin {admin.email} removed user {user.email} from organization {org.name}"
+            "Admin %s removed user %s from organization %s",
+            admin.email,
+            user.email,
+            org.name,
         )
 
         return MessageResponse(
@@ -882,9 +887,7 @@ async def admin_remove_organization_member(
     except NotFoundError:
         raise
     except Exception as e:  # pragma: no cover
-        logger.error(
+        logger.exception("Error removing member from organization (admin): %s", e)
-            f"Error removing member from organization (admin): {e!s}", exc_info=True
-        )
         raise
 
 
@@ -953,7 +956,10 @@ async def admin_list_sessions(
             session_responses.append(session_response)
 
         logger.info(
-            f"Admin {admin.email} listed {len(session_responses)} sessions (total: {total})"
+            "Admin %s listed %s sessions (total: %s)",
+            admin.email,
+            len(session_responses),
+            total,
         )
 
         pagination_meta = create_pagination_meta(
@@ -966,5 +972,5 @@ async def admin_list_sessions(
         return PaginatedResponse(data=session_responses, pagination=pagination_meta)
 
     except Exception as e:  # pragma: no cover
-        logger.error(f"Error listing sessions (admin): {e!s}", exc_info=True)
+        logger.exception("Error listing sessions (admin): %s", e)
         raise

backend/app/api/routes/auth.py

@@ -94,14 +94,15 @@ async def _create_login_session(
         await session_service.create_session(db, obj_in=session_data)
 
         logger.info(
-            f"{login_type.capitalize()} successful: {user.email} from {device_info.device_name} "
+            "%s successful: %s from %s (IP: %s)",
-            f"(IP: {device_info.ip_address})"
+            login_type.capitalize(),
+            user.email,
+            device_info.device_name,
+            device_info.ip_address,
         )
     except Exception as session_err:
         # Log but don't fail login if session creation fails
-        logger.error(
+        logger.exception("Failed to create session for %s: %s", user.email, session_err)
-            f"Failed to create session for {user.email}: {session_err!s}", exc_info=True
-        )
 
 
 @router.post(
@@ -125,19 +126,19 @@ async def register_user(
         return user
     except DuplicateError:
         # SECURITY: Don't reveal if email exists - generic error message
-        logger.warning(f"Registration failed: duplicate email {user_data.email}")
+        logger.warning("Registration failed: duplicate email %s", user_data.email)
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
             detail="Registration failed. Please check your information and try again.",
         )
     except AuthError as e:
-        logger.warning(f"Registration failed: {e!s}")
+        logger.warning("Registration failed: %s", e)
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
             detail="Registration failed. Please check your information and try again.",
         )
     except Exception as e:
-        logger.error(f"Unexpected error during registration: {e!s}", exc_info=True)
+        logger.exception("Unexpected error during registration: %s", e)
         raise DatabaseError(
             message="An unexpected error occurred. Please try again later.",
             error_code=ErrorCode.INTERNAL_ERROR,
@@ -165,7 +166,7 @@ async def login(
 
         # Explicitly check for None result and raise correct exception
         if user is None:
-            logger.warning(f"Invalid login attempt for: {login_data.email}")
+            logger.warning("Invalid login attempt for: %s", login_data.email)
             raise AuthError(
                 message="Invalid email or password",
                 error_code=ErrorCode.INVALID_CREDENTIALS,
@@ -181,11 +182,11 @@ async def login(
 
     except AuthenticationError as e:
         # Handle specific authentication errors like inactive accounts
-        logger.warning(f"Authentication failed: {e!s}")
+        logger.warning("Authentication failed: %s", e)
         raise AuthError(message=str(e), error_code=ErrorCode.INVALID_CREDENTIALS)
     except Exception as e:
         # Handle unexpected errors
-        logger.error(f"Unexpected error during login: {e!s}", exc_info=True)
+        logger.exception("Unexpected error during login: %s", e)
         raise DatabaseError(
             message="An unexpected error occurred. Please try again later.",
             error_code=ErrorCode.INTERNAL_ERROR,
@@ -227,10 +228,10 @@ async def login_oauth(
         # Return full token response with user data
         return tokens
     except AuthenticationError as e:
-        logger.warning(f"OAuth authentication failed: {e!s}")
+        logger.warning("OAuth authentication failed: %s", e)
         raise AuthError(message=str(e), error_code=ErrorCode.INVALID_CREDENTIALS)
     except Exception as e:
-        logger.error(f"Unexpected error during OAuth login: {e!s}", exc_info=True)
+        logger.exception("Unexpected error during OAuth login: %s", e)
         raise DatabaseError(
             message="An unexpected error occurred. Please try again later.",
             error_code=ErrorCode.INTERNAL_ERROR,
@@ -263,7 +264,8 @@ async def refresh_token(
 
         if not session:
             logger.warning(
-                f"Refresh token used for inactive or non-existent session: {refresh_payload.jti}"
+                "Refresh token used for inactive or non-existent session: %s",
+                refresh_payload.jti,
             )
             raise HTTPException(
                 status_code=status.HTTP_401_UNAUTHORIZED,
@@ -286,9 +288,7 @@ async def refresh_token(
                 new_expires_at=datetime.fromtimestamp(new_refresh_payload.exp, tz=UTC),
             )
         except Exception as session_err:
-            logger.error(
+            logger.exception("Failed to update session %s: %s", session.id, session_err)
-                f"Failed to update session {session.id}: {session_err!s}", exc_info=True
-            )
             # Continue anyway - tokens are already issued
 
         return tokens
@@ -311,7 +311,7 @@ async def refresh_token(
         # Re-raise HTTP exceptions (like session revoked)
         raise
     except Exception as e:
-        logger.error(f"Unexpected error during token refresh: {e!s}")
+        logger.error("Unexpected error during token refresh: %s", e)
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="An unexpected error occurred. Please try again later.",
@@ -358,11 +358,12 @@ async def request_password_reset(
             await email_service.send_password_reset_email(
                 to_email=user.email, reset_token=reset_token, user_name=user.first_name
             )
-            logger.info(f"Password reset requested for {user.email}")
+            logger.info("Password reset requested for %s", user.email)
         else:
             # Log attempt but don't reveal if email exists
             logger.warning(
-                f"Password reset requested for non-existent or inactive email: {reset_request.email}"
+                "Password reset requested for non-existent or inactive email: %s",
+                reset_request.email,
             )
 
         # Always return success to prevent email enumeration
@@ -371,7 +372,7 @@ async def request_password_reset(
             message="If your email is registered, you will receive a password reset link shortly",
         )
     except Exception as e:
-        logger.error(f"Error processing password reset request: {e!s}", exc_info=True)
+        logger.exception("Error processing password reset request: %s", e)
         # Still return success to prevent information leakage
         return MessageResponse(
             success=True,
@@ -432,12 +433,14 @@ async def confirm_password_reset(
                 db, user_id=str(user.id)
             )
             logger.info(
-                f"Password reset successful for {user.email}, invalidated {deactivated_count} sessions"
+                "Password reset successful for %s, invalidated %s sessions",
+                user.email,
+                deactivated_count,
             )
         except Exception as session_error:
             # Log but don't fail password reset if session invalidation fails
             logger.error(
-                f"Failed to invalidate sessions after password reset: {session_error!s}"
+                "Failed to invalidate sessions after password reset: %s", session_error
             )
 
         return MessageResponse(
@@ -448,7 +451,7 @@ async def confirm_password_reset(
     except HTTPException:
         raise
     except Exception as e:
-        logger.error(f"Error confirming password reset: {e!s}", exc_info=True)
+        logger.exception("Error confirming password reset: %s", e)
         await db.rollback()
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
@@ -498,7 +501,7 @@ async def logout(
             )
         except (TokenExpiredError, TokenInvalidError) as e:
             # Even if token is expired/invalid, try to deactivate session
-            logger.warning(f"Logout with invalid/expired token: {e!s}")
+            logger.warning("Logout with invalid/expired token: %s", e)
             # Don't fail - return success anyway
             return MessageResponse(success=True, message="Logged out successfully")
 
@@ -509,8 +512,10 @@ async def logout(
             # Verify session belongs to current user (security check)
             if str(session.user_id) != str(current_user.id):
                 logger.warning(
-                    f"User {current_user.id} attempted to logout session {session.id} "
+                    "User %s attempted to logout session %s belonging to user %s",
-                    f"belonging to user {session.user_id}"
+                    current_user.id,
+                    session.id,
+                    session.user_id,
                 )
                 raise HTTPException(
                     status_code=status.HTTP_403_FORBIDDEN,
@@ -521,14 +526,17 @@ async def logout(
             await session_service.deactivate(db, session_id=str(session.id))
 
             logger.info(
-                f"User {current_user.id} logged out from {session.device_name} "
+                "User %s logged out from %s (session %s)",
-                f"(session {session.id})"
+                current_user.id,
+                session.device_name,
+                session.id,
             )
         else:
             # Session not found - maybe already deleted or never existed
             # Return success anyway (idempotent)
             logger.info(
-                f"Logout requested for non-existent session (JTI: {refresh_payload.jti})"
+                "Logout requested for non-existent session (JTI: %s)",
+                refresh_payload.jti,
             )
 
         return MessageResponse(success=True, message="Logged out successfully")
@@ -536,9 +544,7 @@ async def logout(
     except HTTPException:
         raise
     except Exception as e:
-        logger.error(
+        logger.exception("Error during logout for user %s: %s", current_user.id, e)
-            f"Error during logout for user {current_user.id}: {e!s}", exc_info=True
-        )
         # Don't expose error details
         return MessageResponse(success=True, message="Logged out successfully")
 
@@ -581,7 +587,7 @@ async def logout_all(
         )
 
         logger.info(
-            f"User {current_user.id} logged out from all devices ({count} sessions)"
+            "User %s logged out from all devices (%s sessions)", current_user.id, count
         )
 
         return MessageResponse(
@@ -590,9 +596,7 @@ async def logout_all(
         )
 
     except Exception as e:
-        logger.error(
+        logger.exception("Error during logout-all for user %s: %s", current_user.id, e)
-            f"Error during logout-all for user {current_user.id}: {e!s}", exc_info=True
-        )
         await db.rollback()
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,

backend/app/api/routes/oauth.py

@@ -84,14 +84,16 @@ async def _create_oauth_login_session(
         await session_service.create_session(db, obj_in=session_data)
 
         logger.info(
-            f"OAuth login successful: {user.email} via {provider} "
+            "OAuth login successful: %s via %s from %s (IP: %s)",
-            f"from {device_info.device_name} (IP: {device_info.ip_address})"
+            user.email,
+            provider,
+            device_info.device_name,
+            device_info.ip_address,
         )
     except Exception as session_err:
         # Log but don't fail login if session creation fails
-        logger.error(
+        logger.exception(
-            f"Failed to create session for OAuth login {user.email}: {session_err!s}",
+            "Failed to create session for OAuth login %s: %s", user.email, session_err
-            exc_info=True,
         )
 
 
@@ -176,13 +178,13 @@ async def get_authorization_url(
         }
 
     except AuthError as e:
-        logger.warning(f"OAuth authorization failed: {e!s}")
+        logger.warning("OAuth authorization failed: %s", e)
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
             detail=str(e),
         )
     except Exception as e:
-        logger.error(f"OAuth authorization error: {e!s}", exc_info=True)
+        logger.exception("OAuth authorization error: %s", e)
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="Failed to create authorization URL",
@@ -250,13 +252,13 @@ async def handle_callback(
         return result
 
     except AuthError as e:
-        logger.warning(f"OAuth callback failed: {e!s}")
+        logger.warning("OAuth callback failed: %s", e)
         raise HTTPException(
             status_code=status.HTTP_401_UNAUTHORIZED,
             detail=str(e),
         )
     except Exception as e:
-        logger.error(f"OAuth callback error: {e!s}", exc_info=True)
+        logger.exception("OAuth callback error: %s", e)
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="OAuth authentication failed",
@@ -337,13 +339,13 @@ async def unlink_account(
         )
 
     except AuthError as e:
-        logger.warning(f"OAuth unlink failed for {current_user.email}: {e!s}")
+        logger.warning("OAuth unlink failed for %s: %s", current_user.email, e)
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
             detail=str(e),
         )
     except Exception as e:
-        logger.error(f"OAuth unlink error: {e!s}", exc_info=True)
+        logger.exception("OAuth unlink error: %s", e)
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="Failed to unlink OAuth account",
@@ -419,13 +421,13 @@ async def start_link(
         }
 
     except AuthError as e:
-        logger.warning(f"OAuth link authorization failed: {e!s}")
+        logger.warning("OAuth link authorization failed: %s", e)
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
             detail=str(e),
         )
     except Exception as e:
-        logger.error(f"OAuth link error: {e!s}", exc_info=True)
+        logger.exception("OAuth link error: %s", e)
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="Failed to create authorization URL",

backend/app/api/routes/oauth_provider.py

@@ -452,7 +452,7 @@ async def token(
             except Exception as e:
                 # Log malformed Basic auth for security monitoring
                 logger.warning(
-                    f"Malformed Basic auth header in token request: {type(e).__name__}"
+                    "Malformed Basic auth header in token request: %s", type(e).__name__
                 )
                 # Fall back to form body
 
@@ -563,7 +563,8 @@ async def revoke(
             except Exception as e:
                 # Log malformed Basic auth for security monitoring
                 logger.warning(
-                    f"Malformed Basic auth header in revoke request: {type(e).__name__}"
+                    "Malformed Basic auth header in revoke request: %s",
+                    type(e).__name__,
                 )
                 # Fall back to form body
 
@@ -585,7 +586,7 @@ async def revoke(
         )
     except Exception as e:
         # Log but don't expose errors per RFC 7009
-        logger.warning(f"Token revocation error: {e}")
+        logger.warning("Token revocation error: %s", e)
 
     # Always return 200 OK per RFC 7009
     return {"status": "ok"}
@@ -634,7 +635,8 @@ async def introspect(
             except Exception as e:
                 # Log malformed Basic auth for security monitoring
                 logger.warning(
-                    f"Malformed Basic auth header in introspect request: {type(e).__name__}"
+                    "Malformed Basic auth header in introspect request: %s",
+                    type(e).__name__,
                 )
                 # Fall back to form body
 
@@ -654,7 +656,7 @@ async def introspect(
             headers={"WWW-Authenticate": "Basic"},
         )
     except Exception as e:
-        logger.warning(f"Token introspection error: {e}")
+        logger.warning("Token introspection error: %s", e)
         return OAuthTokenIntrospectionResponse(active=False)  # pyright: ignore[reportCallIssue]
 
 

backend/app/api/routes/organizations.py

@@ -77,7 +77,7 @@ async def get_my_organizations(
         return orgs_with_data
 
     except Exception as e:
-        logger.error(f"Error getting user organizations: {e!s}", exc_info=True)
+        logger.exception("Error getting user organizations: %s", e)
         raise
 
 
@@ -116,7 +116,7 @@ async def get_organization(
         return OrganizationResponse(**org_dict)
 
     except Exception as e:
-        logger.error(f"Error getting organization: {e!s}", exc_info=True)
+        logger.exception("Error getting organization: %s", e)
         raise
 
 
@@ -160,7 +160,7 @@ async def get_organization_members(
         return PaginatedResponse(data=member_responses, pagination=pagination_meta)
 
     except Exception as e:
-        logger.error(f"Error getting organization members: {e!s}", exc_info=True)
+        logger.exception("Error getting organization members: %s", e)
         raise
 
 
@@ -188,7 +188,7 @@ async def update_organization(
             db, org=org, obj_in=org_in
         )
         logger.info(
-            f"User {current_user.email} updated organization {updated_org.name}"
+            "User %s updated organization %s", current_user.email, updated_org.name
         )
 
         org_dict = {
@@ -207,5 +207,5 @@ async def update_organization(
         return OrganizationResponse(**org_dict)
 
     except Exception as e:
-        logger.error(f"Error updating organization: {e!s}", exc_info=True)
+        logger.exception("Error updating organization: %s", e)
         raise

backend/app/api/routes/sessions.py

@@ -74,9 +74,7 @@ async def list_my_sessions(
                 # For now, we'll mark current based on most recent activity
             except Exception as e:
                 # Optional token parsing - silently ignore failures
-                logger.debug(
+                logger.debug("Failed to decode access token for session marking: %s", e)
-                    f"Failed to decode access token for session marking: {e!s}"
-                )
 
         # Convert to response format
         session_responses = []
@@ -98,7 +96,7 @@ async def list_my_sessions(
             session_responses.append(session_response)
 
         logger.info(
-            f"User {current_user.id} listed {len(session_responses)} active sessions"
+            "User %s listed %s active sessions", current_user.id, len(session_responses)
         )
 
         return SessionListResponse(
@@ -106,9 +104,7 @@ async def list_my_sessions(
         )
 
     except Exception as e:
-        logger.error(
+        logger.exception("Error listing sessions for user %s: %s", current_user.id, e)
-            f"Error listing sessions for user {current_user.id}: {e!s}", exc_info=True
-        )
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="Failed to retrieve sessions",
@@ -161,8 +157,10 @@ async def revoke_session(
         # Verify session belongs to current user
         if str(session.user_id) != str(current_user.id):
             logger.warning(
-                f"User {current_user.id} attempted to revoke session {session_id} "
+                "User %s attempted to revoke session %s belonging to user %s",
-                f"belonging to user {session.user_id}"
+                current_user.id,
+                session_id,
+                session.user_id,
             )
             raise AuthorizationError(
                 message="You can only revoke your own sessions",
@@ -173,8 +171,10 @@ async def revoke_session(
         await session_service.deactivate(db, session_id=str(session_id))
 
         logger.info(
-            f"User {current_user.id} revoked session {session_id} "
+            "User %s revoked session %s (%s)",
-            f"({session.device_name})"
+            current_user.id,
+            session_id,
+            session.device_name,
         )
 
         return MessageResponse(
@@ -185,7 +185,7 @@ async def revoke_session(
     except (NotFoundError, AuthorizationError):
         raise
     except Exception as e:
-        logger.error(f"Error revoking session {session_id}: {e!s}", exc_info=True)
+        logger.exception("Error revoking session %s: %s", session_id, e)
         raise HTTPException(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
             detail="Failed to revoke session",
@@ -229,7 +229,7 @@ async def cleanup_expired_sessions(
         )
 
         logger.info(
-            f"User {current_user.id} cleaned up {deleted_count} expired sessions"
+            "User %s cleaned up %s expired sessions", current_user.id, deleted_count
         )
 
         return MessageResponse(
@@ -237,9 +237,8 @@ async def cleanup_expired_sessions(
         )
 
     except Exception as e:
-        logger.error(
+        logger.exception(
-            f"Error cleaning up sessions for user {current_user.id}: {e!s}",
+            "Error cleaning up sessions for user %s: %s", current_user.id, e
-            exc_info=True,
         )
         await db.rollback()
         raise HTTPException(

backend/app/api/routes/users.py

@@ -90,7 +90,7 @@ async def list_users(
 
         return PaginatedResponse(data=users, pagination=pagination_meta)
     except Exception as e:
-        logger.error(f"Error listing users: {e!s}", exc_info=True)
+        logger.exception("Error listing users: %s", e)
         raise
 
 
@@ -143,15 +143,13 @@ async def update_current_user(
         updated_user = await user_service.update_user(
             db, user=current_user, obj_in=user_update
         )
-        logger.info(f"User {current_user.id} updated their profile")
+        logger.info("User %s updated their profile", current_user.id)
         return updated_user
     except ValueError as e:
-        logger.error(f"Error updating user {current_user.id}: {e!s}")
+        logger.error("Error updating user %s: %s", current_user.id, e)
         raise
     except Exception as e:
-        logger.error(
+        logger.exception("Unexpected error updating user %s: %s", current_user.id, e)
-            f"Unexpected error updating user {current_user.id}: {e!s}", exc_info=True
-        )
         raise
 
 
@@ -184,7 +182,9 @@ async def get_user_by_id(
     # Check permissions
     if str(user_id) != str(current_user.id) and not current_user.is_superuser:
         logger.warning(
-            f"User {current_user.id} attempted to access user {user_id} without permission"
+            "User %s attempted to access user %s without permission",
+            current_user.id,
+            user_id,
         )
         raise AuthorizationError(
             message="Not enough permissions to view this user",
@@ -229,7 +229,9 @@ async def update_user(
 
     if not is_own_profile and not current_user.is_superuser:
         logger.warning(
-            f"User {current_user.id} attempted to update user {user_id} without permission"
+            "User %s attempted to update user %s without permission",
+            current_user.id,
+            user_id,
         )
         raise AuthorizationError(
             message="Not enough permissions to update this user",
@@ -241,13 +243,13 @@ async def update_user(
 
     try:
         updated_user = await user_service.update_user(db, user=user, obj_in=user_update)
-        logger.info(f"User {user_id} updated by {current_user.id}")
+        logger.info("User %s updated by %s", user_id, current_user.id)
         return updated_user
     except ValueError as e:
-        logger.error(f"Error updating user {user_id}: {e!s}")
+        logger.error("Error updating user %s: %s", user_id, e)
         raise
     except Exception as e:
-        logger.error(f"Unexpected error updating user {user_id}: {e!s}", exc_info=True)
+        logger.exception("Unexpected error updating user %s: %s", user_id, e)
         raise
 
 
@@ -287,19 +289,19 @@ async def change_current_user_password(
         )
 
         if success:
-            logger.info(f"User {current_user.id} changed their password")
+            logger.info("User %s changed their password", current_user.id)
             return MessageResponse(
                 success=True, message="Password changed successfully"
             )
     except AuthenticationError as e:
         logger.warning(
-            f"Failed password change attempt for user {current_user.id}: {e!s}"
+            "Failed password change attempt for user %s: %s", current_user.id, e
         )
         raise AuthorizationError(
             message=str(e), error_code=ErrorCode.INVALID_CREDENTIALS
         )
     except Exception as e:
-        logger.error(f"Error changing password for user {current_user.id}: {e!s}")
+        logger.error("Error changing password for user %s: %s", current_user.id, e)
         raise
 
 
@@ -343,13 +345,13 @@ async def delete_user(
     try:
         # Use soft delete instead of hard delete
         await user_service.soft_delete_user(db, str(user_id))
-        logger.info(f"User {user_id} soft-deleted by {current_user.id}")
+        logger.info("User %s soft-deleted by %s", user_id, current_user.id)
         return MessageResponse(
             success=True, message=f"User {user_id} deleted successfully"
         )
     except ValueError as e:
-        logger.error(f"Error deleting user {user_id}: {e!s}")
+        logger.error("Error deleting user %s: %s", user_id, e)
         raise
     except Exception as e:
-        logger.error(f"Unexpected error deleting user {user_id}: {e!s}", exc_info=True)
+        logger.exception("Unexpected error deleting user %s: %s", user_id, e)
         raise

backend/app/core/database.py

@@ -139,7 +139,7 @@ async def async_transaction_scope() -> AsyncGenerator[AsyncSession, None]:
             logger.debug("Async transaction committed successfully")
         except Exception as e:
             await session.rollback()
-            logger.error(f"Async transaction failed, rolling back: {e!s}")
+            logger.error("Async transaction failed, rolling back: %s", e)
             raise
         finally:
             await session.close()
@@ -155,7 +155,7 @@ async def check_async_database_health() -> bool:
             await db.execute(text("SELECT 1"))
         return True
     except Exception as e:
-        logger.error(f"Async database health check failed: {e!s}")
+        logger.error("Async database health check failed: %s", e)
         return False
 
 

backend/app/core/exceptions.py

@@ -143,8 +143,11 @@ async def api_exception_handler(request: Request, exc: APIException) -> JSONResp
     Returns a standardized error response with error code and message.
     """
     logger.warning(
-        f"API exception: {exc.error_code} - {exc.message} "
+        "API exception: %s - %s (status: %s, path: %s)",
-        f"(status: {exc.status_code}, path: {request.url.path})"
+        exc.error_code,
+        exc.message,
+        exc.status_code,
+        request.url.path,
     )
 
     error_response = ErrorResponse(
@@ -186,7 +189,9 @@ async def validation_exception_handler(
             )
         )
 
-    logger.warning(f"Validation error: {len(errors)} errors (path: {request.url.path})")
+    logger.warning(
+        "Validation error: %s errors (path: %s)", len(errors), request.url.path
+    )
 
     error_response = ErrorResponse(errors=errors)
 
@@ -218,7 +223,10 @@ async def http_exception_handler(request: Request, exc: HTTPException) -> JSONRe
     )
 
     logger.warning(
-        f"HTTP exception: {exc.status_code} - {exc.detail} (path: {request.url.path})"
+        "HTTP exception: %s - %s (path: %s)",
+        exc.status_code,
+        exc.detail,
+        request.url.path,
     )
 
     error_response = ErrorResponse(
@@ -239,10 +247,11 @@ async def unhandled_exception_handler(request: Request, exc: Exception) -> JSONR
     Logs the full exception and returns a generic error response to avoid
     leaking sensitive information in production.
     """
-    logger.error(
+    logger.exception(
-        f"Unhandled exception: {type(exc).__name__} - {exc!s} "
+        "Unhandled exception: %s - %s (path: %s)",
-        f"(path: {request.url.path})",
+        type(exc).__name__,
-        exc_info=True,
+        exc,
+        request.url.path,
     )
 
     # In production, don't expose internal error details

backend/app/init_db.py

@@ -44,7 +44,8 @@ async def init_db() -> User | None:
     if not settings.FIRST_SUPERUSER_EMAIL or not settings.FIRST_SUPERUSER_PASSWORD:
         logger.warning(
             "First superuser credentials not configured in settings. "
-            f"Using defaults: {superuser_email}"
+            "Using defaults: %s",
+            superuser_email,
         )
 
     async with SessionLocal() as session:
@@ -53,7 +54,7 @@ async def init_db() -> User | None:
             existing_user = await user_crud.get_by_email(session, email=superuser_email)
 
             if existing_user:
-                logger.info(f"Superuser already exists: {existing_user.email}")
+                logger.info("Superuser already exists: %s", existing_user.email)
                 return existing_user
 
             # Create superuser if doesn't exist
@@ -69,7 +70,7 @@ async def init_db() -> User | None:
             await session.commit()
             await session.refresh(user)
 
-            logger.info(f"Created first superuser: {user.email}")
+            logger.info("Created first superuser: %s", user.email)
 
             # Create demo data if in demo mode
             if settings.DEMO_MODE:
@@ -79,7 +80,7 @@ async def init_db() -> User | None:
 
         except Exception as e:
             await session.rollback()
-            logger.error(f"Error initializing database: {e}")
+            logger.error("Error initializing database: %s", e)
             raise
 
 
@@ -92,7 +93,7 @@ async def load_demo_data(session):
     """Load demo data from JSON file."""
     demo_data_path = Path(__file__).parent / "core" / "demo_data.json"
     if not demo_data_path.exists():
-        logger.warning(f"Demo data file not found: {demo_data_path}")
+        logger.warning("Demo data file not found: %s", demo_data_path)
         return
 
     try:
@@ -119,7 +120,7 @@ async def load_demo_data(session):
                 session.add(org)
                 await session.flush()  # Flush to get ID
                 org_map[org.slug] = org
-                logger.info(f"Created demo organization: {org.name}")
+                logger.info("Created demo organization: %s", org.name)
             else:
                 # We can't easily get the ORM object from raw SQL result for map without querying again or mapping
                 # So let's just query it properly if we need it for relationships
@@ -174,7 +175,10 @@ async def load_demo_data(session):
                 )
 
                 logger.info(
-                    f"Created demo user: {user.email} (created {days_ago} days ago, active={user_data.get('is_active', True)})"
+                    "Created demo user: %s (created %s days ago, active=%s)",
+                    user.email,
+                    days_ago,
+                    user_data.get("is_active", True),
                 )
 
                 # Add to organization if specified
@@ -187,15 +191,15 @@ async def load_demo_data(session):
                         user_id=user.id, organization_id=org.id, role=role
                     )
                     session.add(member)
-                    logger.info(f"Added {user.email} to {org.name} as {role}")
+                    logger.info("Added %s to %s as %s", user.email, org.name, role)
             else:
-                logger.info(f"Demo user already exists: {existing_user.email}")
+                logger.info("Demo user already exists: %s", existing_user.email)
 
         await session.commit()
         logger.info("Demo data loaded successfully")
 
     except Exception as e:
-        logger.error(f"Error loading demo data: {e}")
+        logger.error("Error loading demo data: %s", e)
         raise
 
 

backend/app/main.py

@@ -1,7 +1,7 @@
 import logging
 import os
 from contextlib import asynccontextmanager
-from datetime import datetime
+from datetime import UTC, datetime
 from typing import Any
 
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
@@ -16,7 +16,7 @@ from slowapi.util import get_remote_address
 from app.api.main import api_router
 from app.api.routes.oauth_provider import wellknown_router as oauth_wellknown_router
 from app.core.config import settings
-from app.core.database import check_database_health
+from app.core.database import check_database_health, close_async_db
 from app.core.exceptions import (
     APIException,
     api_exception_handler,
@@ -72,6 +72,7 @@ async def lifespan(app: FastAPI):
     if os.getenv("IS_TEST", "False") != "True":
         scheduler.shutdown()
         logger.info("Scheduled jobs stopped")
+    await close_async_db()
 
 
 logger.info("Starting app!!!")
@@ -294,7 +295,7 @@ async def health_check() -> JSONResponse:
     """
     health_status: dict[str, Any] = {
         "status": "healthy",
-        "timestamp": datetime.utcnow().isoformat() + "Z",
+        "timestamp": datetime.now(UTC).isoformat().replace("+00:00", "Z"),
         "version": settings.VERSION,
         "environment": settings.ENVIRONMENT,
         "checks": {},
@@ -319,7 +320,7 @@ async def health_check() -> JSONResponse:
             "message": f"Database connection failed: {e!s}",
         }
         response_status = status.HTTP_503_SERVICE_UNAVAILABLE
-        logger.error(f"Health check failed - database error: {e}")
+        logger.error("Health check failed - database error: %s", e)
 
     return JSONResponse(status_code=response_status, content=health_status)
 

backend/app/repositories/base.py

@@ -68,7 +68,7 @@ class BaseRepository[
             else:
                 uuid_obj = uuid.UUID(str(id))
         except (ValueError, AttributeError, TypeError) as e:
-            logger.warning(f"Invalid UUID format: {id} - {e!s}")
+            logger.warning("Invalid UUID format: %s - %s", id, e)
             return None
 
         try:
@@ -81,7 +81,9 @@ class BaseRepository[
             result = await db.execute(query)
             return result.scalar_one_or_none()
         except Exception as e:
-            logger.error(f"Error retrieving {self.model.__name__} with id {id}: {e!s}")
+            logger.error(
+                "Error retrieving %s with id %s: %s", self.model.__name__, id, e
+            )
             raise
 
     async def get_multi(
@@ -113,7 +115,7 @@ class BaseRepository[
             return list(result.scalars().all())
         except Exception as e:
             logger.error(
-                f"Error retrieving multiple {self.model.__name__} records: {e!s}"
+                "Error retrieving multiple %s records: %s", self.model.__name__, e
             )
             raise
 
@@ -138,22 +140,24 @@ class BaseRepository[
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
             if "unique" in error_msg.lower() or "duplicate" in error_msg.lower():
                 logger.warning(
-                    f"Duplicate entry attempted for {self.model.__name__}: {error_msg}"
+                    "Duplicate entry attempted for %s: %s",
+                    self.model.__name__,
+                    error_msg,
                 )
                 raise DuplicateEntryError(
                     f"A {self.model.__name__} with this data already exists"
                 )
-            logger.error(f"Integrity error creating {self.model.__name__}: {error_msg}")
+            logger.error(
+                "Integrity error creating %s: %s", self.model.__name__, error_msg
+            )
             raise IntegrityConstraintError(f"Database integrity error: {error_msg}")
         except (OperationalError, DataError) as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Database error creating {self.model.__name__}: {e!s}")
+            logger.error("Database error creating %s: %s", self.model.__name__, e)
             raise IntegrityConstraintError(f"Database operation failed: {e!s}")
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(
+            logger.exception("Unexpected error creating %s: %s", self.model.__name__, e)
-                f"Unexpected error creating {self.model.__name__}: {e!s}", exc_info=True
-            )
             raise
 
     async def update(
@@ -184,22 +188,24 @@ class BaseRepository[
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
             if "unique" in error_msg.lower() or "duplicate" in error_msg.lower():
                 logger.warning(
-                    f"Duplicate entry attempted for {self.model.__name__}: {error_msg}"
+                    "Duplicate entry attempted for %s: %s",
+                    self.model.__name__,
+                    error_msg,
                 )
                 raise DuplicateEntryError(
                     f"A {self.model.__name__} with this data already exists"
                 )
-            logger.error(f"Integrity error updating {self.model.__name__}: {error_msg}")
+            logger.error(
+                "Integrity error updating %s: %s", self.model.__name__, error_msg
+            )
             raise IntegrityConstraintError(f"Database integrity error: {error_msg}")
         except (OperationalError, DataError) as e:
             await db.rollback()
-            logger.error(f"Database error updating {self.model.__name__}: {e!s}")
+            logger.error("Database error updating %s: %s", self.model.__name__, e)
             raise IntegrityConstraintError(f"Database operation failed: {e!s}")
         except Exception as e:
             await db.rollback()
-            logger.error(
+            logger.exception("Unexpected error updating %s: %s", self.model.__name__, e)
-                f"Unexpected error updating {self.model.__name__}: {e!s}", exc_info=True
-            )
             raise
 
     async def remove(self, db: AsyncSession, *, id: str) -> ModelType | None:
@@ -210,7 +216,7 @@ class BaseRepository[
             else:
                 uuid_obj = uuid.UUID(str(id))
         except (ValueError, AttributeError, TypeError) as e:
-            logger.warning(f"Invalid UUID format for deletion: {id} - {e!s}")
+            logger.warning("Invalid UUID format for deletion: %s - %s", id, e)
             return None
 
         try:
@@ -221,7 +227,7 @@ class BaseRepository[
 
             if obj is None:
                 logger.warning(
-                    f"{self.model.__name__} with id {id} not found for deletion"
+                    "%s with id %s not found for deletion", self.model.__name__, id
                 )
                 return None
 
@@ -231,15 +237,16 @@ class BaseRepository[
         except IntegrityError as e:
             await db.rollback()
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
-            logger.error(f"Integrity error deleting {self.model.__name__}: {error_msg}")
+            logger.error(
+                "Integrity error deleting %s: %s", self.model.__name__, error_msg
+            )
             raise IntegrityConstraintError(
                 f"Cannot delete {self.model.__name__}: referenced by other records"
             )
         except Exception as e:
             await db.rollback()
-            logger.error(
+            logger.exception(
-                f"Error deleting {self.model.__name__} with id {id}: {e!s}",
+                "Error deleting %s with id %s: %s", self.model.__name__, id, e
-                exc_info=True,
             )
             raise
 
@@ -298,7 +305,7 @@ class BaseRepository[
             return items, total
         except Exception as e:  # pragma: no cover
             logger.error(
-                f"Error retrieving paginated {self.model.__name__} records: {e!s}"
+                "Error retrieving paginated %s records: %s", self.model.__name__, e
             )
             raise
 
@@ -308,7 +315,7 @@ class BaseRepository[
             result = await db.execute(select(func.count(self.model.id)))
             return result.scalar_one()
         except Exception as e:
-            logger.error(f"Error counting {self.model.__name__} records: {e!s}")
+            logger.error("Error counting %s records: %s", self.model.__name__, e)
             raise
 
     async def exists(self, db: AsyncSession, id: str) -> bool:
@@ -330,7 +337,7 @@ class BaseRepository[
             else:
                 uuid_obj = uuid.UUID(str(id))
         except (ValueError, AttributeError, TypeError) as e:
-            logger.warning(f"Invalid UUID format for soft deletion: {id} - {e!s}")
+            logger.warning("Invalid UUID format for soft deletion: %s - %s", id, e)
             return None
 
         try:
@@ -341,12 +348,12 @@ class BaseRepository[
 
             if obj is None:
                 logger.warning(
-                    f"{self.model.__name__} with id {id} not found for soft deletion"
+                    "%s with id %s not found for soft deletion", self.model.__name__, id
                 )
                 return None
 
             if not hasattr(self.model, "deleted_at"):
-                logger.error(f"{self.model.__name__} does not support soft deletes")
+                logger.error("%s does not support soft deletes", self.model.__name__)
                 raise InvalidInputError(
                     f"{self.model.__name__} does not have a deleted_at column"
                 )
@@ -358,9 +365,8 @@ class BaseRepository[
             return obj
         except Exception as e:
             await db.rollback()
-            logger.error(
+            logger.exception(
-                f"Error soft deleting {self.model.__name__} with id {id}: {e!s}",
+                "Error soft deleting %s with id %s: %s", self.model.__name__, id, e
-                exc_info=True,
             )
             raise
 
@@ -376,7 +382,7 @@ class BaseRepository[
             else:
                 uuid_obj = uuid.UUID(str(id))
         except (ValueError, AttributeError, TypeError) as e:
-            logger.warning(f"Invalid UUID format for restoration: {id} - {e!s}")
+            logger.warning("Invalid UUID format for restoration: %s - %s", id, e)
             return None
 
         try:
@@ -388,14 +394,16 @@ class BaseRepository[
                 )
                 obj = result.scalar_one_or_none()
             else:
-                logger.error(f"{self.model.__name__} does not support soft deletes")
+                logger.error("%s does not support soft deletes", self.model.__name__)
                 raise InvalidInputError(
                     f"{self.model.__name__} does not have a deleted_at column"
                 )
 
             if obj is None:
                 logger.warning(
-                    f"Soft-deleted {self.model.__name__} with id {id} not found for restoration"
+                    "Soft-deleted %s with id %s not found for restoration",
+                    self.model.__name__,
+                    id,
                 )
                 return None
 
@@ -406,8 +414,7 @@ class BaseRepository[
             return obj
         except Exception as e:
             await db.rollback()
-            logger.error(
+            logger.exception(
-                f"Error restoring {self.model.__name__} with id {id}: {e!s}",
+                "Error restoring %s with id %s: %s", self.model.__name__, id, e
-                exc_info=True,
             )
             raise

backend/app/repositories/oauth_account.py

@@ -50,7 +50,10 @@ class OAuthAccountRepository(
             return result.scalar_one_or_none()
         except Exception as e:  # pragma: no cover
             logger.error(
-                f"Error getting OAuth account for {provider}:{provider_user_id}: {e!s}"
+                "Error getting OAuth account for %s:%s: %s",
+                provider,
+                provider_user_id,
+                e,
             )
             raise
 
@@ -76,7 +79,7 @@ class OAuthAccountRepository(
             return result.scalar_one_or_none()
         except Exception as e:  # pragma: no cover
             logger.error(
-                f"Error getting OAuth account for {provider} email {email}: {e!s}"
+                "Error getting OAuth account for %s email %s: %s", provider, email, e
             )
             raise
 
@@ -97,7 +100,7 @@ class OAuthAccountRepository(
             )
             return list(result.scalars().all())
         except Exception as e:  # pragma: no cover
-            logger.error(f"Error getting OAuth accounts for user {user_id}: {e!s}")
+            logger.error("Error getting OAuth accounts for user %s: %s", user_id, e)
             raise
 
     async def get_user_account_by_provider(
@@ -122,7 +125,10 @@ class OAuthAccountRepository(
             return result.scalar_one_or_none()
         except Exception as e:  # pragma: no cover
             logger.error(
-                f"Error getting OAuth account for user {user_id}, provider {provider}: {e!s}"
+                "Error getting OAuth account for user %s, provider %s: %s",
+                user_id,
+                provider,
+                e,
             )
             raise
 
@@ -145,7 +151,9 @@ class OAuthAccountRepository(
             await db.refresh(db_obj)
 
             logger.info(
-                f"OAuth account created: {obj_in.provider} linked to user {obj_in.user_id}"
+                "OAuth account created: %s linked to user %s",
+                obj_in.provider,
+                obj_in.user_id,
             )
             return db_obj
         except IntegrityError as e:  # pragma: no cover
@@ -153,16 +161,18 @@ class OAuthAccountRepository(
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
             if "uq_oauth_provider_user" in error_msg.lower():
                 logger.warning(
-                    f"OAuth account already exists: {obj_in.provider}:{obj_in.provider_user_id}"
+                    "OAuth account already exists: %s:%s",
+                    obj_in.provider,
+                    obj_in.provider_user_id,
                 )
                 raise DuplicateEntryError(
                     f"This {obj_in.provider} account is already linked to another user"
                 )
-            logger.error(f"Integrity error creating OAuth account: {error_msg}")
+            logger.error("Integrity error creating OAuth account: %s", error_msg)
             raise DuplicateEntryError(f"Failed to create OAuth account: {error_msg}")
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error creating OAuth account: {e!s}", exc_info=True)
+            logger.exception("Error creating OAuth account: %s", e)
             raise
 
     async def delete_account(
@@ -189,18 +199,20 @@ class OAuthAccountRepository(
             deleted = result.rowcount > 0
             if deleted:
                 logger.info(
-                    f"OAuth account deleted: {provider} unlinked from user {user_id}"
+                    "OAuth account deleted: %s unlinked from user %s", provider, user_id
                 )
             else:
                 logger.warning(
-                    f"OAuth account not found for deletion: {provider} for user {user_id}"
+                    "OAuth account not found for deletion: %s for user %s",
+                    provider,
+                    user_id,
                 )
 
             return deleted
         except Exception as e:  # pragma: no cover
             await db.rollback()
             logger.error(
-                f"Error deleting OAuth account {provider} for user {user_id}: {e!s}"
+                "Error deleting OAuth account %s for user %s: %s", provider, user_id, e
             )
             raise
 
@@ -229,7 +241,7 @@ class OAuthAccountRepository(
             return account
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error updating OAuth tokens: {e!s}")
+            logger.error("Error updating OAuth tokens: %s", e)
             raise
 
 

backend/app/repositories/oauth_client.py

@@ -42,7 +42,7 @@ class OAuthClientRepository(
             )
             return result.scalar_one_or_none()
         except Exception as e:  # pragma: no cover
-            logger.error(f"Error getting OAuth client {client_id}: {e!s}")
+            logger.error("Error getting OAuth client %s: %s", client_id, e)
             raise
 
     async def create_client(
@@ -80,17 +80,17 @@ class OAuthClientRepository(
             await db.refresh(db_obj)
 
             logger.info(
-                f"OAuth client created: {obj_in.client_name} ({client_id[:8]}...)"
+                "OAuth client created: %s (%s...)", obj_in.client_name, client_id[:8]
             )
             return db_obj, client_secret
         except IntegrityError as e:  # pragma: no cover
             await db.rollback()
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
-            logger.error(f"Error creating OAuth client: {error_msg}")
+            logger.error("Error creating OAuth client: %s", error_msg)
             raise DuplicateEntryError(f"Failed to create OAuth client: {error_msg}")
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error creating OAuth client: {e!s}", exc_info=True)
+            logger.exception("Error creating OAuth client: %s", e)
             raise
 
     async def deactivate_client(
@@ -107,11 +107,11 @@ class OAuthClientRepository(
             await db.commit()
             await db.refresh(client)
 
-            logger.info(f"OAuth client deactivated: {client.client_name}")
+            logger.info("OAuth client deactivated: %s", client.client_name)
             return client
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error deactivating OAuth client {client_id}: {e!s}")
+            logger.error("Error deactivating OAuth client %s: %s", client_id, e)
             raise
 
     async def validate_redirect_uri(
@@ -125,7 +125,7 @@ class OAuthClientRepository(
 
             return redirect_uri in (client.redirect_uris or [])
         except Exception as e:  # pragma: no cover
-            logger.error(f"Error validating redirect URI: {e!s}")
+            logger.error("Error validating redirect URI: %s", e)
             return False
 
     async def verify_client_secret(
@@ -158,7 +158,7 @@ class OAuthClientRepository(
                 secret_hash = hashlib.sha256(client_secret.encode()).hexdigest()
                 return secrets.compare_digest(stored_hash, secret_hash)
         except Exception as e:  # pragma: no cover
-            logger.error(f"Error verifying client secret: {e!s}")
+            logger.error("Error verifying client secret: %s", e)
             return False
 
     async def get_all_clients(
@@ -173,7 +173,7 @@ class OAuthClientRepository(
             result = await db.execute(query)
             return list(result.scalars().all())
         except Exception as e:  # pragma: no cover
-            logger.error(f"Error getting all OAuth clients: {e!s}")
+            logger.error("Error getting all OAuth clients: %s", e)
             raise
 
     async def delete_client(self, db: AsyncSession, *, client_id: str) -> bool:
@@ -186,14 +186,14 @@ class OAuthClientRepository(
 
             deleted = result.rowcount > 0
             if deleted:
-                logger.info(f"OAuth client deleted: {client_id}")
+                logger.info("OAuth client deleted: %s", client_id)
             else:
-                logger.warning(f"OAuth client not found for deletion: {client_id}")
+                logger.warning("OAuth client not found for deletion: %s", client_id)
 
             return deleted
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error deleting OAuth client {client_id}: {e!s}")
+            logger.error("Error deleting OAuth client %s: %s", client_id, e)
             raise
 
 

backend/app/repositories/oauth_state.py

@@ -42,16 +42,16 @@ class OAuthStateRepository(BaseRepository[OAuthState, OAuthStateCreate, EmptySch
             await db.commit()
             await db.refresh(db_obj)
 
-            logger.debug(f"OAuth state created for {obj_in.provider}")
+            logger.debug("OAuth state created for %s", obj_in.provider)
             return db_obj
         except IntegrityError as e:  # pragma: no cover
             await db.rollback()
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
-            logger.error(f"OAuth state collision: {error_msg}")
+            logger.error("OAuth state collision: %s", error_msg)
             raise DuplicateEntryError("Failed to create OAuth state, please retry")
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error creating OAuth state: {e!s}", exc_info=True)
+            logger.exception("Error creating OAuth state: %s", e)
             raise
 
     async def get_and_consume_state(
@@ -65,7 +65,7 @@ class OAuthStateRepository(BaseRepository[OAuthState, OAuthStateCreate, EmptySch
             db_obj = result.scalar_one_or_none()
 
             if db_obj is None:
-                logger.warning(f"OAuth state not found: {state[:8]}...")
+                logger.warning("OAuth state not found: %s...", state[:8])
                 return None
 
             now = datetime.now(UTC)
@@ -74,7 +74,7 @@ class OAuthStateRepository(BaseRepository[OAuthState, OAuthStateCreate, EmptySch
                 expires_at = expires_at.replace(tzinfo=UTC)
 
             if expires_at < now:
-                logger.warning(f"OAuth state expired: {state[:8]}...")
+                logger.warning("OAuth state expired: %s...", state[:8])
                 await db.delete(db_obj)
                 await db.commit()
                 return None
@@ -82,11 +82,11 @@ class OAuthStateRepository(BaseRepository[OAuthState, OAuthStateCreate, EmptySch
             await db.delete(db_obj)
             await db.commit()
 
-            logger.debug(f"OAuth state consumed: {state[:8]}...")
+            logger.debug("OAuth state consumed: %s...", state[:8])
             return db_obj
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error consuming OAuth state: {e!s}")
+            logger.error("Error consuming OAuth state: %s", e)
             raise
 
     async def cleanup_expired(self, db: AsyncSession) -> int:
@@ -100,12 +100,12 @@ class OAuthStateRepository(BaseRepository[OAuthState, OAuthStateCreate, EmptySch
 
             count = result.rowcount
             if count > 0:
-                logger.info(f"Cleaned up {count} expired OAuth states")
+                logger.info("Cleaned up %s expired OAuth states", count)
 
             return count
         except Exception as e:  # pragma: no cover
             await db.rollback()
-            logger.error(f"Error cleaning up expired OAuth states: {e!s}")
+            logger.error("Error cleaning up expired OAuth states: %s", e)
             raise
 
 

backend/app/repositories/organization.py

@@ -35,7 +35,7 @@ class OrganizationRepository(
             )
             return result.scalar_one_or_none()
         except Exception as e:
-            logger.error(f"Error getting organization by slug {slug}: {e!s}")
+            logger.error("Error getting organization by slug %s: %s", slug, e)
             raise
 
     async def create(
@@ -62,17 +62,15 @@ class OrganizationRepository(
                 or "unique" in error_msg.lower()
                 or "duplicate" in error_msg.lower()
             ):
-                logger.warning(f"Duplicate slug attempted: {obj_in.slug}")
+                logger.warning("Duplicate slug attempted: %s", obj_in.slug)
                 raise DuplicateEntryError(
                     f"Organization with slug '{obj_in.slug}' already exists"
                 )
-            logger.error(f"Integrity error creating organization: {error_msg}")
+            logger.error("Integrity error creating organization: %s", error_msg)
             raise IntegrityConstraintError(f"Database integrity error: {error_msg}")
         except Exception as e:
             await db.rollback()
-            logger.error(
+            logger.exception("Unexpected error creating organization: %s", e)
-                f"Unexpected error creating organization: {e!s}", exc_info=True
-            )
             raise
 
     async def get_multi_with_filters(
@@ -117,7 +115,7 @@ class OrganizationRepository(
 
             return organizations, total
         except Exception as e:
-            logger.error(f"Error getting organizations with filters: {e!s}")
+            logger.error("Error getting organizations with filters: %s", e)
             raise
 
     async def get_member_count(self, db: AsyncSession, *, organization_id: UUID) -> int:
@@ -134,7 +132,7 @@ class OrganizationRepository(
             return result.scalar_one() or 0
         except Exception as e:
             logger.error(
-                f"Error getting member count for organization {organization_id}: {e!s}"
+                "Error getting member count for organization %s: %s", organization_id, e
             )
             raise
 
@@ -207,9 +205,7 @@ class OrganizationRepository(
             return orgs_with_counts, total
 
         except Exception as e:
-            logger.error(
+            logger.exception("Error getting organizations with member counts: %s", e)
-                f"Error getting organizations with member counts: {e!s}", exc_info=True
-            )
             raise
 
     async def add_user(
@@ -259,11 +255,11 @@ class OrganizationRepository(
             return user_org
         except IntegrityError as e:
             await db.rollback()
-            logger.error(f"Integrity error adding user to organization: {e!s}")
+            logger.error("Integrity error adding user to organization: %s", e)
             raise IntegrityConstraintError("Failed to add user to organization")
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error adding user to organization: {e!s}", exc_info=True)
+            logger.exception("Error adding user to organization: %s", e)
             raise
 
     async def remove_user(
@@ -289,7 +285,7 @@ class OrganizationRepository(
             return True
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error removing user from organization: {e!s}", exc_info=True)
+            logger.exception("Error removing user from organization: %s", e)
             raise
 
     async def update_user_role(
@@ -324,7 +320,7 @@ class OrganizationRepository(
             return user_org
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error updating user role: {e!s}", exc_info=True)
+            logger.exception("Error updating user role: %s", e)
             raise
 
     async def get_organization_members(
@@ -384,7 +380,7 @@ class OrganizationRepository(
 
             return members, total
         except Exception as e:
-            logger.error(f"Error getting organization members: {e!s}")
+            logger.error("Error getting organization members: %s", e)
             raise
 
     async def get_user_organizations(
@@ -407,7 +403,7 @@ class OrganizationRepository(
             result = await db.execute(query)
             return list(result.scalars().all())
         except Exception as e:
-            logger.error(f"Error getting user organizations: {e!s}")
+            logger.error("Error getting user organizations: %s", e)
             raise
 
     async def get_user_organizations_with_details(
@@ -456,9 +452,7 @@ class OrganizationRepository(
             ]
 
         except Exception as e:
-            logger.error(
+            logger.exception("Error getting user organizations with details: %s", e)
-                f"Error getting user organizations with details: {e!s}", exc_info=True
-            )
             raise
 
     async def get_user_role_in_org(
@@ -479,7 +473,7 @@ class OrganizationRepository(
 
             return user_org.role if user_org else None  # pyright: ignore[reportReturnType]
         except Exception as e:
-            logger.error(f"Error getting user role in org: {e!s}")
+            logger.error("Error getting user role in org: %s", e)
             raise
 
     async def is_user_org_owner(

backend/app/repositories/session.py

@@ -29,7 +29,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             )
             return result.scalar_one_or_none()
         except Exception as e:
-            logger.error(f"Error getting session by JTI {jti}: {e!s}")
+            logger.error("Error getting session by JTI %s: %s", jti, e)
             raise
 
     async def get_active_by_jti(
@@ -47,7 +47,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             )
             return result.scalar_one_or_none()
         except Exception as e:
-            logger.error(f"Error getting active session by JTI {jti}: {e!s}")
+            logger.error("Error getting active session by JTI %s: %s", jti, e)
             raise
 
     async def get_user_sessions(
@@ -74,7 +74,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             result = await db.execute(query)
             return list(result.scalars().all())
         except Exception as e:
-            logger.error(f"Error getting sessions for user {user_id}: {e!s}")
+            logger.error("Error getting sessions for user %s: %s", user_id, e)
             raise
 
     async def create_session(
@@ -100,14 +100,16 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             await db.refresh(db_obj)
 
             logger.info(
-                f"Session created for user {obj_in.user_id} from {obj_in.device_name} "
+                "Session created for user %s from %s (IP: %s)",
-                f"(IP: {obj_in.ip_address})"
+                obj_in.user_id,
+                obj_in.device_name,
+                obj_in.ip_address,
             )
 
             return db_obj
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error creating session: {e!s}", exc_info=True)
+            logger.exception("Error creating session: %s", e)
             raise IntegrityConstraintError(f"Failed to create session: {e!s}")
 
     async def deactivate(
@@ -117,7 +119,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
         try:
             session = await self.get(db, id=session_id)
             if not session:
-                logger.warning(f"Session {session_id} not found for deactivation")
+                logger.warning("Session %s not found for deactivation", session_id)
                 return None
 
             session.is_active = False
@@ -126,14 +128,16 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             await db.refresh(session)
 
             logger.info(
-                f"Session {session_id} deactivated for user {session.user_id} "
+                "Session %s deactivated for user %s (%s)",
-                f"({session.device_name})"
+                session_id,
+                session.user_id,
+                session.device_name,
             )
 
             return session
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error deactivating session {session_id}: {e!s}")
+            logger.error("Error deactivating session %s: %s", session_id, e)
             raise
 
     async def deactivate_all_user_sessions(
@@ -154,12 +158,12 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
 
             count = result.rowcount
 
-            logger.info(f"Deactivated {count} sessions for user {user_id}")
+            logger.info("Deactivated %s sessions for user %s", count, user_id)
 
             return count
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error deactivating all sessions for user {user_id}: {e!s}")
+            logger.error("Error deactivating all sessions for user %s: %s", user_id, e)
             raise
 
     async def update_last_used(
@@ -174,7 +178,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             return session
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error updating last_used for session {session.id}: {e!s}")
+            logger.error("Error updating last_used for session %s: %s", session.id, e)
             raise
 
     async def update_refresh_token(
@@ -197,7 +201,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
         except Exception as e:
             await db.rollback()
             logger.error(
-                f"Error updating refresh token for session {session.id}: {e!s}"
+                "Error updating refresh token for session %s: %s", session.id, e
             )
             raise
 
@@ -221,12 +225,12 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             count = result.rowcount
 
             if count > 0:
-                logger.info(f"Cleaned up {count} expired sessions using bulk DELETE")
+                logger.info("Cleaned up %s expired sessions using bulk DELETE", count)
 
             return count
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error cleaning up expired sessions: {e!s}")
+            logger.error("Error cleaning up expired sessions: %s", e)
             raise
 
     async def cleanup_expired_for_user(self, db: AsyncSession, *, user_id: str) -> int:
@@ -235,7 +239,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             try:
                 uuid_obj = uuid.UUID(user_id)
             except (ValueError, AttributeError):
-                logger.error(f"Invalid UUID format: {user_id}")
+                logger.error("Invalid UUID format: %s", user_id)
                 raise InvalidInputError(f"Invalid user ID format: {user_id}")
 
             now = datetime.now(UTC)
@@ -255,14 +259,16 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
 
             if count > 0:
                 logger.info(
-                    f"Cleaned up {count} expired sessions for user {user_id} using bulk DELETE"
+                    "Cleaned up %s expired sessions for user %s using bulk DELETE",
+                    count,
+                    user_id,
                 )
 
             return count
         except Exception as e:
             await db.rollback()
             logger.error(
-                f"Error cleaning up expired sessions for user {user_id}: {e!s}"
+                "Error cleaning up expired sessions for user %s: %s", user_id, e
             )
             raise
 
@@ -278,7 +284,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             )
             return result.scalar_one()
         except Exception as e:
-            logger.error(f"Error counting sessions for user {user_id}: {e!s}")
+            logger.error("Error counting sessions for user %s: %s", user_id, e)
             raise
 
     async def get_all_sessions(
@@ -319,7 +325,7 @@ class SessionRepository(BaseRepository[UserSession, SessionCreate, SessionUpdate
             return sessions, total
 
         except Exception as e:
-            logger.error(f"Error getting all sessions: {e!s}", exc_info=True)
+            logger.exception("Error getting all sessions: %s", e)
             raise
 
 

backend/app/repositories/user.py

@@ -28,7 +28,7 @@ class UserRepository(BaseRepository[User, UserCreate, UserUpdate]):
             result = await db.execute(select(User).where(User.email == email))
             return result.scalar_one_or_none()
         except Exception as e:
-            logger.error(f"Error getting user by email {email}: {e!s}")
+            logger.error("Error getting user by email %s: %s", email, e)
             raise
 
     async def create(self, db: AsyncSession, *, obj_in: UserCreate) -> User:
@@ -57,15 +57,15 @@ class UserRepository(BaseRepository[User, UserCreate, UserUpdate]):
             await db.rollback()
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
             if "email" in error_msg.lower():
-                logger.warning(f"Duplicate email attempted: {obj_in.email}")
+                logger.warning("Duplicate email attempted: %s", obj_in.email)
                 raise DuplicateEntryError(
                     f"User with email {obj_in.email} already exists"
                 )
-            logger.error(f"Integrity error creating user: {error_msg}")
+            logger.error("Integrity error creating user: %s", error_msg)
             raise DuplicateEntryError(f"Database integrity error: {error_msg}")
         except Exception as e:
             await db.rollback()
-            logger.error(f"Unexpected error creating user: {e!s}", exc_info=True)
+            logger.exception("Unexpected error creating user: %s", e)
             raise
 
     async def create_oauth_user(
@@ -93,13 +93,13 @@ class UserRepository(BaseRepository[User, UserCreate, UserUpdate]):
             await db.rollback()
             error_msg = str(e.orig) if hasattr(e, "orig") else str(e)
             if "email" in error_msg.lower():
-                logger.warning(f"Duplicate email attempted: {email}")
+                logger.warning("Duplicate email attempted: %s", email)
                 raise DuplicateEntryError(f"User with email {email} already exists")
-            logger.error(f"Integrity error creating OAuth user: {error_msg}")
+            logger.error("Integrity error creating OAuth user: %s", error_msg)
             raise DuplicateEntryError(f"Database integrity error: {error_msg}")
         except Exception as e:
             await db.rollback()
-            logger.error(f"Unexpected error creating OAuth user: {e!s}", exc_info=True)
+            logger.exception("Unexpected error creating OAuth user: %s", e)
             raise
 
     async def update(
@@ -184,7 +184,7 @@ class UserRepository(BaseRepository[User, UserCreate, UserUpdate]):
             return users, total
 
         except Exception as e:
-            logger.error(f"Error retrieving paginated users: {e!s}")
+            logger.error("Error retrieving paginated users: %s", e)
             raise
 
     async def bulk_update_status(
@@ -206,12 +206,14 @@ class UserRepository(BaseRepository[User, UserCreate, UserUpdate]):
             await db.commit()
 
             updated_count = result.rowcount
-            logger.info(f"Bulk updated {updated_count} users to is_active={is_active}")
+            logger.info(
+                "Bulk updated %s users to is_active=%s", updated_count, is_active
+            )
             return updated_count
 
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error bulk updating user status: {e!s}", exc_info=True)
+            logger.exception("Error bulk updating user status: %s", e)
             raise
 
     async def bulk_soft_delete(
@@ -246,12 +248,12 @@ class UserRepository(BaseRepository[User, UserCreate, UserUpdate]):
             await db.commit()
 
             deleted_count = result.rowcount
-            logger.info(f"Bulk soft deleted {deleted_count} users")
+            logger.info("Bulk soft deleted %s users", deleted_count)
             return deleted_count
 
         except Exception as e:
             await db.rollback()
-            logger.error(f"Error bulk deleting users: {e!s}", exc_info=True)
+            logger.exception("Error bulk deleting users: %s", e)
             raise
 
     def is_active(self, user: User) -> bool:

backend/app/services/auth_service.py

@@ -85,7 +85,7 @@ class AuthService:
             # Delegate creation (hashing + commit) to the repository
             user = await user_repo.create(db, obj_in=user_data)
 
-            logger.info(f"User created successfully: {user.email}")
+            logger.info("User created successfully: %s", user.email)
             return user
 
         except (AuthenticationError, DuplicateError):
@@ -94,7 +94,7 @@ class AuthService:
         except DuplicateEntryError as e:
             raise DuplicateError(str(e))
         except Exception as e:
-            logger.error(f"Error creating user: {e!s}", exc_info=True)
+            logger.exception("Error creating user: %s", e)
             raise AuthenticationError(f"Failed to create user: {e!s}")
 
     @staticmethod
@@ -166,7 +166,7 @@ class AuthService:
             return AuthService.create_tokens(user)
 
         except (TokenExpiredError, TokenInvalidError) as e:
-            logger.warning(f"Token refresh failed: {e!s}")
+            logger.warning("Token refresh failed: %s", e)
             raise
 
     @staticmethod
@@ -201,7 +201,7 @@ class AuthService:
             new_hash = await get_password_hash_async(new_password)
             await user_repo.update_password(db, user=user, password_hash=new_hash)
 
-            logger.info(f"Password changed successfully for user {user_id}")
+            logger.info("Password changed successfully for user %s", user_id)
             return True
 
         except AuthenticationError:
@@ -210,9 +210,7 @@ class AuthService:
         except Exception as e:
             # Rollback on any database errors
             await db.rollback()
-            logger.error(
+            logger.exception("Error changing password for user %s: %s", user_id, e)
-                f"Error changing password for user {user_id}: {e!s}", exc_info=True
-            )
             raise AuthenticationError(f"Failed to change password: {e!s}")
 
     @staticmethod
@@ -241,5 +239,5 @@ class AuthService:
 
         new_hash = await get_password_hash_async(new_password)
         user = await user_repo.update_password(db, user=user, password_hash=new_hash)
-        logger.info(f"Password reset successfully for {email}")
+        logger.info("Password reset successfully for %s", email)
         return user

backend/app/services/email_service.py

@@ -58,8 +58,8 @@ class ConsoleEmailBackend(EmailBackend):
         logger.info("=" * 80)
         logger.info("EMAIL SENT (Console Backend)")
         logger.info("=" * 80)
-        logger.info(f"To: {', '.join(to)}")
+        logger.info("To: %s", ", ".join(to))
-        logger.info(f"Subject: {subject}")
+        logger.info("Subject: %s", subject)
         logger.info("-" * 80)
         if text_content:
             logger.info("Plain Text Content:")
@@ -199,7 +199,7 @@ The {settings.PROJECT_NAME} Team
                 text_content=text_content,
             )
         except Exception as e:
-            logger.error(f"Failed to send password reset email to {to_email}: {e!s}")
+            logger.error("Failed to send password reset email to %s: %s", to_email, e)
             return False
 
     async def send_email_verification(
@@ -287,7 +287,7 @@ The {settings.PROJECT_NAME} Team
                 text_content=text_content,
             )
         except Exception as e:
-            logger.error(f"Failed to send verification email to {to_email}: {e!s}")
+            logger.error("Failed to send verification email to %s: %s", to_email, e)
             return False
 
 

backend/app/services/oauth_provider_service.py

@@ -139,7 +139,7 @@ def verify_pkce(code_verifier: str, code_challenge: str, method: str) -> bool:
     if method != "S256":
         # SECURITY: Reject any method other than S256
         # 'plain' method provides no security against code interception attacks
-        logger.warning(f"PKCE verification rejected for unsupported method: {method}")
+        logger.warning("PKCE verification rejected for unsupported method: %s", method)
         return False
 
     # SHA-256 hash, then base64url encode (RFC 7636 Section 4.2)
@@ -257,7 +257,9 @@ def validate_scopes(client: OAuthClient, requested_scopes: list[str]) -> list[st
     # Warn if some scopes were filtered out
     invalid = requested - allowed
     if invalid:
-        logger.warning(f"Client {client.client_id} requested invalid scopes: {invalid}")
+        logger.warning(
+            "Client %s requested invalid scopes: %s", client.client_id, invalid
+        )
 
     return list(valid)
 
@@ -320,7 +322,9 @@ async def create_authorization_code(
     )
 
     logger.info(
-        f"Created authorization code for user {user.id} and client {client.client_id}"
+        "Created authorization code for user %s and client %s",
+        user.id,
+        client.client_id,
     )
     return code
 
@@ -369,7 +373,8 @@ async def exchange_authorization_code(
         if existing_code and existing_code.used:
             # Code reuse is a security incident - revoke all tokens for this grant
             logger.warning(
-                f"Authorization code reuse detected for client {existing_code.client_id}"
+                "Authorization code reuse detected for client %s",
+                existing_code.client_id,
             )
             await revoke_tokens_for_user_client(
                 db, UUID(str(existing_code.user_id)), str(existing_code.client_id)
@@ -527,7 +532,7 @@ async def create_tokens(
         ip_address=ip_address,
     )
 
-    logger.info(f"Issued tokens for user {user.id} to client {client.client_id}")
+    logger.info("Issued tokens for user %s to client %s", user.id, client.client_id)
 
     return {
         "access_token": access_token,
@@ -580,7 +585,7 @@ async def refresh_tokens(
     if token_record.revoked:
         # Token reuse after revocation - security incident
         logger.warning(
-            f"Revoked refresh token reuse detected for client {token_record.client_id}"
+            "Revoked refresh token reuse detected for client %s", token_record.client_id
         )
         raise InvalidGrantError("Refresh token has been revoked")
 
@@ -672,7 +677,7 @@ async def revoke_token(
                 raise InvalidClientError("Token was not issued to this client")
 
             await oauth_provider_token_repo.revoke(db, token=refresh_record)
-            logger.info(f"Revoked refresh token {refresh_record.jti[:8]}...")
+            logger.info("Revoked refresh token %s...", refresh_record.jti[:8])
             return True
 
     # Try as access token (JWT)
@@ -696,7 +701,7 @@ async def revoke_token(
                         raise InvalidClientError("Token was not issued to this client")
                     await oauth_provider_token_repo.revoke(db, token=refresh_record)
                     logger.info(
-                        f"Revoked refresh token via access token JTI {jti[:8]}..."
+                        "Revoked refresh token via access token JTI %s...", jti[:8]
                     )
                     return True
         except JWTError:
@@ -731,7 +736,7 @@ async def revoke_tokens_for_user_client(
 
     if count > 0:
         logger.warning(
-            f"Revoked {count} tokens for user {user_id} and client {client_id}"
+            "Revoked %s tokens for user %s and client %s", count, user_id, client_id
         )
 
     return count
@@ -753,7 +758,7 @@ async def revoke_all_user_tokens(db: AsyncSession, user_id: UUID) -> int:
     count = await oauth_provider_token_repo.revoke_all_for_user(db, user_id=user_id)
 
     if count > 0:
-        logger.info(f"Revoked {count} OAuth provider tokens for user {user_id}")
+        logger.info("Revoked %s OAuth provider tokens for user %s", count, user_id)
 
     return count
 

backend/app/services/oauth_service.py

@@ -219,7 +219,7 @@ class OAuthService:
                 **auth_params,
             )
 
-        logger.info(f"OAuth authorization URL created for {provider}")
+        logger.info("OAuth authorization URL created for %s", provider)
         return url, state
 
     @staticmethod
@@ -254,8 +254,9 @@ class OAuthService:
         # This prevents authorization code injection attacks (RFC 6749 Section 10.6)
         if state_record.redirect_uri != redirect_uri:
             logger.warning(
-                f"OAuth redirect_uri mismatch: expected {state_record.redirect_uri}, "
+                "OAuth redirect_uri mismatch: expected %s, got %s",
-                f"got {redirect_uri}"
+                state_record.redirect_uri,
+                redirect_uri,
             )
             raise AuthenticationError("Redirect URI mismatch")
 
@@ -299,7 +300,7 @@ class OAuthService:
             except AuthenticationError:
                 raise
             except Exception as e:
-                logger.error(f"OAuth token exchange failed: {e!s}")
+                logger.error("OAuth token exchange failed: %s", e)
                 raise AuthenticationError("Failed to exchange authorization code")
 
             # Get user info from provider
@@ -312,7 +313,7 @@ class OAuthService:
                     client, provider, config, access_token
                 )
             except Exception as e:
-                logger.error(f"Failed to get user info: {e!s}")
+                logger.error("Failed to get user info: %s", e)
                 raise AuthenticationError(
                     "Failed to get user information from provider"
                 )
@@ -353,7 +354,7 @@ class OAuthService:
                     + timedelta(seconds=token.get("expires_in", 3600)),
                 )
 
-            logger.info(f"OAuth login successful for {user.email} via {provider}")
+            logger.info("OAuth login successful for %s via %s", user.email, provider)
 
         elif state_record.user_id:
             # Account linking flow (user is already logged in)
@@ -387,7 +388,7 @@ class OAuthService:
             )
             await oauth_account.create_account(db, obj_in=oauth_create)
 
-            logger.info(f"OAuth account linked: {provider} -> {user.email}")
+            logger.info("OAuth account linked: %s -> %s", provider, user.email)
 
         else:
             # New OAuth login - check for existing user by email
@@ -409,7 +410,9 @@ class OAuthService:
                 if existing_provider:
                     # This shouldn't happen if we got here, but safety check
                     logger.warning(
-                        f"OAuth account already linked (race condition?): {provider} -> {user.email}"
+                        "OAuth account already linked (race condition?): %s -> %s",
+                        provider,
+                        user.email,
                     )
                 else:
                     # Create OAuth account link
@@ -427,7 +430,9 @@ class OAuthService:
                     )
                     await oauth_account.create_account(db, obj_in=oauth_create)
 
-                logger.info(f"OAuth auto-linked by email: {provider} -> {user.email}")
+                logger.info(
+                    "OAuth auto-linked by email: %s -> %s", provider, user.email
+                )
 
             else:
                 # Create new user
@@ -447,7 +452,7 @@ class OAuthService:
                 )
                 is_new_user = True
 
-                logger.info(f"New user created via OAuth: {user.email} ({provider})")
+                logger.info("New user created via OAuth: %s (%s)", user.email, provider)
 
         # Generate JWT tokens
         claims = {
@@ -583,8 +588,9 @@ class OAuthService:
             token_nonce = payload.get("nonce")
             if token_nonce != expected_nonce:
                 logger.warning(
-                    f"OAuth ID token nonce mismatch: expected {expected_nonce}, "
+                    "OAuth ID token nonce mismatch: expected %s, got %s",
-                    f"got {token_nonce}"
+                    expected_nonce,
+                    token_nonce,
                 )
                 raise AuthenticationError("Invalid ID token nonce")
 
@@ -592,14 +598,14 @@ class OAuthService:
             return payload
 
         except JWTError as e:
-            logger.warning(f"Google ID token verification failed: {e}")
+            logger.warning("Google ID token verification failed: %s", e)
             raise AuthenticationError("Invalid ID token signature")
         except httpx.HTTPError as e:
-            logger.error(f"Failed to fetch Google JWKS: {e}")
+            logger.error("Failed to fetch Google JWKS: %s", e)
             # If we can't verify the ID token, fail closed for security
             raise AuthenticationError("Failed to verify ID token")
         except Exception as e:
-            logger.error(f"Unexpected error verifying Google ID token: {e}")
+            logger.error("Unexpected error verifying Google ID token: %s", e)
             raise AuthenticationError("ID token verification error")
 
     @staticmethod
@@ -701,7 +707,7 @@ class OAuthService:
         if not deleted:
             raise AuthenticationError(f"No {provider} account found to unlink")
 
-        logger.info(f"OAuth provider unlinked: {provider} from {user.email}")
+        logger.info("OAuth provider unlinked: %s from %s", provider, user.email)
         return True
 
     @staticmethod

backend/app/services/session_cleanup.py

@@ -35,12 +35,12 @@ async def cleanup_expired_sessions(keep_days: int = 30) -> int:
             # Use CRUD method to cleanup
             count = await session_crud.cleanup_expired(db, keep_days=keep_days)
 
-            logger.info(f"Session cleanup complete: {count} sessions deleted")
+            logger.info("Session cleanup complete: %s sessions deleted", count)
 
             return count
 
         except Exception as e:
-            logger.error(f"Error during session cleanup: {e!s}", exc_info=True)
+            logger.exception("Error during session cleanup: %s", e)
             return 0
 
 
@@ -79,10 +79,10 @@ async def get_session_statistics() -> dict:
                 "expired": expired_sessions,
             }
 
-            logger.info(f"Session statistics: {stats}")
+            logger.info("Session statistics: %s", stats)
 
             return stats
 
         except Exception as e:
-            logger.error(f"Error getting session statistics: {e!s}", exc_info=True)
+            logger.exception("Error getting session statistics: %s", e)
             return {}

backend/docs/ARCHITECTURE.md

@@ -117,7 +117,8 @@ backend/
 │   ├── api/                        # API layer
 │   │   ├── dependencies/           # Dependency injection
 │   │   │   ├── auth.py            # Authentication dependencies
-│   │   │   └── permissions.py     # Authorization dependencies
+│   │   │   ├── permissions.py     # Authorization dependencies
+│   │   │   └── services.py        # Service singleton injection
 │   │   ├── routes/                # API endpoints
 │   │   │   ├── auth.py            # Authentication routes
 │   │   │   ├── users.py           # User management routes
@@ -131,13 +132,14 @@ backend/
 │   │   ├── config.py              # Application configuration
 │   │   ├── database.py            # Database connection
 │   │   ├── exceptions.py          # Custom exception classes
+│   │   ├── repository_exceptions.py # Repository-level exception hierarchy
 │   │   └── middleware.py          # Custom middleware
 │   │
-│   ├── crud/                       # Database operations
+│   ├── repositories/               # Data access layer
-│   │   ├── base.py                # Generic CRUD base class
+│   │   ├── base.py                # Generic repository base class
-│   │   ├── user.py                # User CRUD operations
+│   │   ├── user.py                # User repository
-│   │   ├── session.py             # Session CRUD operations
+│   │   ├── session.py             # Session repository
-│   │   └── organization.py        # Organization CRUD
+│   │   └── organization.py        # Organization repository
 │   │
 │   ├── models/                     # SQLAlchemy models
 │   │   ├── base.py                # Base model with mixins
@@ -153,8 +155,11 @@ backend/
 │   │   ├── sessions.py            # Session schemas
 │   │   └── organizations.py       # Organization schemas
 │   │
-│   ├── services/                   # Business logic
+│   ├── services/                   # Business logic layer
 │   │   ├── auth_service.py        # Authentication service
+│   │   ├── user_service.py        # User management service
+│   │   ├── session_service.py     # Session management service
+│   │   ├── organization_service.py # Organization service
 │   │   ├── email_service.py       # Email service
 │   │   └── session_cleanup.py     # Background cleanup
 │   │
@@ -168,20 +173,25 @@ backend/
 │
 ├── tests/                          # Test suite
 │   ├── api/                        # Integration tests
-│   ├── crud/                       # CRUD tests
+│   ├── repositories/               # Repository unit tests
+│   ├── services/                   # Service unit tests
 │   ├── models/                     # Model tests
-│   ├── services/                   # Service tests
 │   └── conftest.py                 # Test configuration
 │
 ├── docs/                           # Documentation
 │   ├── ARCHITECTURE.md             # This file
 │   ├── CODING_STANDARDS.md         # Coding standards
+│   ├── COMMON_PITFALLS.md          # Common mistakes to avoid
+│   ├── E2E_TESTING.md              # E2E testing guide
 │   └── FEATURE_EXAMPLE.md          # Feature implementation guide
 │
-├── requirements.txt                # Python dependencies
+├── pyproject.toml                  # Dependencies, tool configs (Ruff, pytest, coverage, Pyright)
-├── pytest.ini                      # Pytest configuration
+├── uv.lock                         # Locked dependency versions (commit to git)
-├── .coveragerc                     # Coverage configuration
+├── Makefile                        # Development commands (quality, security, testing)
-└── alembic.ini                     # Alembic configuration
+├── .pre-commit-config.yaml         # Pre-commit hook configuration
+├── .secrets.baseline               # detect-secrets baseline (known false positives)
+├── alembic.ini                     # Alembic configuration
+└── migrate.py                      # Migration helper script
 ```
 
 ## Layered Architecture
@@ -214,11 +224,11 @@ The application follows a strict 5-layer architecture:
 └──────────────────────────┬──────────────────────────────────┘
                            │ calls
 ┌──────────────────────────▼──────────────────────────────────┐
-│                    CRUD Layer (crud/)                        │
+│              Repository Layer (repositories/)                │
 │  - Database operations                                       │
 │  - Query building                                            │
-│  - Transaction management                                    │
+│  - Custom repository exceptions                              │
-│  - Error handling                                            │
+│  - No business logic                                         │
 └──────────────────────────┬──────────────────────────────────┘
                            │ uses
 ┌──────────────────────────▼──────────────────────────────────┐
@@ -262,7 +272,7 @@ async def get_current_user_info(
 
 **Rules**:
 - Should NOT contain business logic
-- Should NOT directly perform database operations (use CRUD or services)
+- Should NOT directly call repositories (use services injected via `dependencies/services.py`)
 - Must validate all input via Pydantic schemas
 - Must specify response models
 - Should apply appropriate rate limits
@@ -279,9 +289,9 @@ async def get_current_user_info(
 
 **Example**:
 ```python
-def get_current_user(
+async def get_current_user(
     token: str = Depends(oauth2_scheme),
-    db: Session = Depends(get_db)
+    db: AsyncSession = Depends(get_db)
 ) -> User:
     """
     Extract and validate user from JWT token.
@@ -295,7 +305,7 @@ def get_current_user(
     except Exception:
         raise AuthenticationError("Invalid authentication credentials")
 
-    user = user_crud.get(db, id=user_id)
+    user = await user_repo.get(db, id=user_id)
     if not user:
         raise AuthenticationError("User not found")
 
@@ -313,7 +323,7 @@ def get_current_user(
 **Responsibility**: Implement complex business logic
 
 **Key Functions**:
-- Orchestrate multiple CRUD operations
+- Orchestrate multiple repository operations
 - Implement business rules
 - Handle external service integration
 - Coordinate transactions
@@ -323,9 +333,9 @@ def get_current_user(
 class AuthService:
     """Authentication service with business logic."""
 
-    def login(
+    async def login(
         self,
-        db: Session,
+        db: AsyncSession,
         email: str,
         password: str,
         request: Request
@@ -339,8 +349,8 @@ class AuthService:
         3. Generate tokens
         4. Return tokens and user info
         """
-        # Validate credentials
+        # Validate credentials via repository
-        user = user_crud.get_by_email(db, email=email)
+        user = await user_repo.get_by_email(db, email=email)
         if not user or not verify_password(password, user.hashed_password):
             raise AuthenticationError("Invalid credentials")
 
@@ -350,11 +360,10 @@ class AuthService:
         # Extract device info
         device_info = extract_device_info(request)
 
-        # Create session
+        # Create session via repository
-        session = session_crud.create_session(
+        session = await session_repo.create(
             db,
-            user_id=user.id,
+            obj_in=SessionCreate(user_id=user.id, **device_info)
-            device_info=device_info
         )
 
         # Generate tokens
@@ -373,75 +382,60 @@ class AuthService:
 
 **Rules**:
 - Contains business logic, not just data operations
-- Can call multiple CRUD operations
+- Can call multiple repository operations
 - Should handle complex workflows
 - Must maintain data consistency
 - Should use transactions when needed
 
-#### 4. CRUD Layer (`app/crud/`)
+#### 4. Repository Layer (`app/repositories/`)
 
-**Responsibility**: Database operations and queries
+**Responsibility**: Database operations and queries — no business logic
 
 **Key Functions**:
 - Create, read, update, delete operations
 - Build database queries
-- Handle database errors
+- Raise custom repository exceptions (`DuplicateEntryError`, `IntegrityConstraintError`)
 - Manage soft deletes
 - Implement pagination and filtering
 
 **Example**:
 ```python
-class CRUDSession(CRUDBase[UserSession, SessionCreate, SessionUpdate]):
+class SessionRepository(RepositoryBase[UserSession, SessionCreate, SessionUpdate]):
-    """CRUD operations for user sessions."""
+    """Repository for user sessions — database operations only."""
 
-    def get_by_jti(self, db: Session, jti: UUID) -> Optional[UserSession]:
+    async def get_by_jti(self, db: AsyncSession, *, jti: str) -> UserSession | None:
         """Get session by refresh token JTI."""
-        try:
+        result = await db.execute(
-            return (
+            select(UserSession).where(UserSession.refresh_token_jti == jti)
-                db.query(UserSession)
+        )
-                .filter(UserSession.refresh_token_jti == jti)
+        return result.scalar_one_or_none()
-                .first()
-            )
-        except Exception as e:
-            logger.error(f"Error getting session by JTI: {str(e)}")
-            return None
 
-    def get_active_by_jti(
+    async def deactivate(self, db: AsyncSession, *, session_id: UUID) -> bool:
-        self,
-        db: Session,
-        jti: UUID
-    ) -> Optional[UserSession]:
-        """Get active session by refresh token JTI."""
-        session = self.get_by_jti(db, jti=jti)
-        if session and session.is_active and not session.is_expired:
-            return session
-        return None
-
-    def deactivate(self, db: Session, session_id: UUID) -> bool:
         """Deactivate a session (logout)."""
         try:
-            session = self.get(db, id=session_id)
+            session = await self.get(db, id=session_id)
             if not session:
                 return False
 
             session.is_active = False
-            db.commit()
+            await db.commit()
             logger.info(f"Session {session_id} deactivated")
             return True
 
         except Exception as e:
-            db.rollback()
+            await db.rollback()
             logger.error(f"Error deactivating session: {str(e)}")
             return False
 ```
 
 **Rules**:
 - Should NOT contain business logic
-- Must handle database exceptions
+- Must raise custom repository exceptions (not raw `ValueError`/`IntegrityError`)
-- Must use parameterized queries (SQLAlchemy does this)
+- Must use async SQLAlchemy 2.0 `select()` API (never `db.query()`)
 - Should log all database errors
 - Must rollback on errors
 - Should use soft deletes when possible
+- **Never imported directly by routes** — always called through services
 
 #### 5. Data Layer (`app/models/` + `app/schemas/`)
 
@@ -546,51 +540,23 @@ SessionLocal = sessionmaker(
 #### Dependency Injection Pattern
 
 ```python
-def get_db() -> Generator[Session, None, None]:
+async def get_db() -> AsyncGenerator[AsyncSession, None]:
     """
-    Database session dependency for FastAPI routes.
+    Async database session dependency for FastAPI routes.
 
-    Automatically commits on success, rolls back on error.
+    The session is passed to service methods; commit/rollback is
+    managed inside service or repository methods.
     """
-    db = SessionLocal()
+    async with AsyncSessionLocal() as db:
-    try:
         yield db
-    finally:
-        db.close()
 
-# Usage in routes
+# Usage in routes — always through a service, never direct repository
 @router.get("/users")
-def list_users(db: Session = Depends(get_db)):
+async def list_users(
-    return user_crud.get_multi(db)
+    user_service: UserService = Depends(get_user_service),
-```
+    db: AsyncSession = Depends(get_db),
-
+):
-#### Context Manager Pattern
+    return await user_service.get_users(db)
-
-```python
-@contextmanager
-def transaction_scope() -> Generator[Session, None, None]:
-    """
-    Context manager for database transactions.
-
-    Use for complex operations requiring multiple steps.
-    Automatically commits on success, rolls back on error.
-    """
-    db = SessionLocal()
-    try:
-        yield db
-        db.commit()
-    except Exception:
-        db.rollback()
-        raise
-    finally:
-        db.close()
-
-# Usage in services
-def complex_operation():
-    with transaction_scope() as db:
-        user = user_crud.create(db, obj_in=user_data)
-        session = session_crud.create(db, session_data)
-        return user, session
 ```
 
 ### Model Mixins
@@ -782,22 +748,15 @@ def get_profile(
 
 ```python
 @router.delete("/sessions/{session_id}")
-def revoke_session(
+async def revoke_session(
     session_id: UUID,
     current_user: User = Depends(get_current_user),
-    db: Session = Depends(get_db)
+    session_service: SessionService = Depends(get_session_service),
+    db: AsyncSession = Depends(get_db),
 ):
     """Users can only revoke their own sessions."""
-    session = session_crud.get(db, id=session_id)
+    # SessionService verifies ownership and raises NotFoundError / AuthorizationError
-
+    await session_service.revoke_session(db, session_id=session_id, user_id=current_user.id)
-    if not session:
-        raise NotFoundError("Session not found")
-
-    # Check ownership
-    if session.user_id != current_user.id:
-        raise AuthorizationError("You can only revoke your own sessions")
-
-    session_crud.deactivate(db, session_id=session_id)
     return MessageResponse(success=True, message="Session revoked")
 ```
 
@@ -1061,23 +1020,27 @@ from app.services.session_cleanup import cleanup_expired_sessions
 
 scheduler = AsyncIOScheduler()
 
-@app.on_event("startup")
+@asynccontextmanager
-async def startup_event():
+async def lifespan(app: FastAPI):
-    """Start background jobs on application startup."""
+    """Application lifespan context manager."""
-    if not settings.IS_TEST:  # Don't run in tests
+    # Startup
+    if os.getenv("IS_TEST", "False") != "True":
         scheduler.add_job(
             cleanup_expired_sessions,
             "cron",
             hour=2,  # Run at 2 AM daily
-            id="cleanup_expired_sessions"
+            id="cleanup_expired_sessions",
+            replace_existing=True,
         )
         scheduler.start()
         logger.info("Background jobs started")
 
-@app.on_event("shutdown")
+    yield
-async def shutdown_event():
+
-    """Stop background jobs on application shutdown."""
+    # Shutdown
-    scheduler.shutdown()
+    if os.getenv("IS_TEST", "False") != "True":
+        scheduler.shutdown()
+    await close_async_db()  # Dispose database engine connections
 ```
 
 ### Job Implementation
@@ -1092,8 +1055,8 @@ async def cleanup_expired_sessions():
     Runs daily at 2 AM. Removes sessions expired for more than 30 days.
     """
     try:
-        with transaction_scope() as db:
+        async with AsyncSessionLocal() as db:
-            count = session_crud.cleanup_expired(db, keep_days=30)
+            count = await session_repo.cleanup_expired(db, keep_days=30)
             logger.info(f"Cleaned up {count} expired sessions")
     except Exception as e:
         logger.error(f"Error cleaning up sessions: {str(e)}", exc_info=True)
@@ -1110,7 +1073,7 @@ async def cleanup_expired_sessions():
         │Integration  │  ← API endpoint tests
         │   Tests     │
         ├─────────────┤
-        │   Unit      │  ← CRUD, services, utilities
+        │   Unit      │  ← repositories, services, utilities
         │   Tests     │
         └─────────────┘
 ```

backend/docs/CODING_STANDARDS.md

@@ -75,15 +75,14 @@ def create_user(db: Session, user_in: UserCreate) -> User:
 ### 4. Code Formatting
 
 Use automated formatters:
-- **Black**: Code formatting
+- **Ruff**: Code formatting and linting (replaces Black, isort, flake8)
-- **isort**: Import sorting
+- **pyright**: Static type checking
-- **flake8**: Linting
 
-Run before committing:
+Run before committing (or use `make validate`):
 ```bash
-black app tests
+uv run ruff format app tests
-isort app tests
+uv run ruff check app tests
-flake8 app tests
+uv run pyright app
 ```
 
 ## Code Organization
@@ -94,19 +93,17 @@ Follow the 5-layer architecture strictly:
 
 ```
 API Layer (routes/)
-    ↓ calls
+    ↓ calls (via service injected from dependencies/services.py)
-Dependencies (dependencies/)
-    ↓ injects
 Service Layer (services/)
     ↓ calls
-CRUD Layer (crud/)
+Repository Layer (repositories/)
     ↓ uses
 Models & Schemas (models/, schemas/)
 ```
 
 **Rules:**
-- Routes should NOT directly call CRUD operations (use services when business logic is needed)
+- Routes must NEVER import repositories directly — always use a service
-- CRUD operations should NOT contain business logic
+- Services call repositories; repositories contain only database operations
 - Models should NOT import from higher layers
 - Each layer should only depend on the layer directly below it
 
@@ -125,7 +122,7 @@ from sqlalchemy.orm import Session
 
 # 3. Local application imports
 from app.api.dependencies.auth import get_current_user
-from app.crud import user_crud
+from app.api.dependencies.services import get_user_service
 from app.models.user import User
 from app.schemas.users import UserResponse, UserCreate
 ```
@@ -442,19 +439,19 @@ backend/app/alembic/versions/
 4. **Testability**: Easy to mock and test
 5. **Consistent Ordering**: Always order queries for pagination
 
-### Use the Async CRUD Base Class
+### Use the Async Repository Base Class
 
-Always inherit from `CRUDBase` for database operations:
+Always inherit from `RepositoryBase` for database operations:
 
 ```python
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy import select
-from app.crud.base import CRUDBase
+from app.repositories.base import RepositoryBase
 from app.models.user import User
 from app.schemas.users import UserCreate, UserUpdate
 
-class CRUDUser(CRUDBase[User, UserCreate, UserUpdate]):
+class UserRepository(RepositoryBase[User, UserCreate, UserUpdate]):
-    """CRUD operations for User model."""
+    """Repository for User model — database operations only."""
 
     async def get_by_email(
         self,
@@ -467,7 +464,7 @@ class CRUDUser(CRUDBase[User, UserCreate, UserUpdate]):
         )
         return result.scalar_one_or_none()
 
-user_crud = CRUDUser(User)
+user_repo = UserRepository(User)
 ```
 
 **Key Points:**
@@ -476,6 +473,7 @@ user_crud = CRUDUser(User)
 - Use `await db.execute()` for queries
 - Use `.scalar_one_or_none()` instead of `.first()`
 - Use `T | None` instead of `Optional[T]`
+- Repository instances are used internally by services — never import them in routes
 
 ### Modern SQLAlchemy Patterns
 
@@ -563,7 +561,7 @@ async def create_user(
     The database session is automatically managed by FastAPI.
     Commit on success, rollback on error.
     """
-    return await user_crud.create(db, obj_in=user_in)
+    return await user_service.create_user(db, obj_in=user_in)
 ```
 
 **Key Points:**
@@ -582,12 +580,11 @@ async def complex_operation(
     """
     Perform multiple database operations atomically.
 
-    The session automatically commits on success or rolls back on error.
+    Services call repositories; commit/rollback is handled inside
+    each repository method.
     """
-    user = await user_crud.create(db, obj_in=user_data)
+    user = await user_repo.create(db, obj_in=user_data)
-    session = await session_crud.create(db, obj_in=session_data)
+    session = await session_repo.create(db, obj_in=session_data)
-
-    # Commit is handled by the route's dependency
     return user, session
 ```
 
@@ -597,10 +594,10 @@ Prefer soft deletes over hard deletes for audit trails:
 
 ```python
 # Good - Soft delete (sets deleted_at)
-await user_crud.soft_delete(db, id=user_id)
+await user_repo.soft_delete(db, id=user_id)
 
 # Acceptable only when required - Hard delete
-user_crud.remove(db, id=user_id)
+await user_repo.remove(db, id=user_id)
 ```
 
 ### Query Patterns
@@ -740,9 +737,10 @@ Always implement pagination for list endpoints:
 from app.schemas.common import PaginationParams, PaginatedResponse
 
 @router.get("/users", response_model=PaginatedResponse[UserResponse])
-def list_users(
+async def list_users(
     pagination: PaginationParams = Depends(),
-    db: Session = Depends(get_db)
+    user_service: UserService = Depends(get_user_service),
+    db: AsyncSession = Depends(get_db),
 ):
     """
     List all users with pagination.
@@ -750,10 +748,8 @@ def list_users(
     Default page size: 20
     Maximum page size: 100
     """
-    users, total = user_crud.get_multi_with_total(
+    users, total = await user_service.get_users(
-        db,
+        db, skip=pagination.offset, limit=pagination.limit
-        skip=pagination.offset,
-        limit=pagination.limit
     )
     return PaginatedResponse(data=users, pagination=pagination.create_meta(total))
 ```
@@ -816,19 +812,17 @@ def admin_route(
     pass
 
 # Check ownership
-def delete_resource(
+async def delete_resource(
     resource_id: UUID,
     current_user: User = Depends(get_current_user),
-    db: Session = Depends(get_db)
+    resource_service: ResourceService = Depends(get_resource_service),
+    db: AsyncSession = Depends(get_db),
 ):
-    resource = resource_crud.get(db, id=resource_id)
+    # Service handles ownership check and raises appropriate errors
-    if not resource:
+    await resource_service.delete_resource(
-        raise NotFoundError("Resource not found")
+        db, resource_id=resource_id, user_id=current_user.id,
-
+        is_superuser=current_user.is_superuser,
-    if resource.user_id != current_user.id and not current_user.is_superuser:
+    )
-        raise AuthorizationError("You can only delete your own resources")
-
-    resource_crud.remove(db, id=resource_id)
 ```
 
 ### Input Validation
@@ -862,9 +856,9 @@ tests/
 ├── api/                     # Integration tests
 │   ├── test_users.py
 │   └── test_auth.py
-├── crud/                    # Unit tests for CRUD
+├── repositories/            # Unit tests for repositories
-├── models/                  # Model tests
+├── services/                # Unit tests for services
-└── services/                # Service tests
+└── models/                  # Model tests
 ```
 
 ### Async Testing with pytest-asyncio
@@ -927,7 +921,7 @@ async def test_user(db_session: AsyncSession) -> User:
 @pytest.mark.asyncio
 async def test_get_user(db_session: AsyncSession, test_user: User):
     """Test retrieving a user by ID."""
-    user = await user_crud.get(db_session, id=test_user.id)
+    user = await user_repo.get(db_session, id=test_user.id)
     assert user is not None
     assert user.email == test_user.email
 ```

backend/docs/COMMON_PITFALLS.md

@@ -616,7 +616,43 @@ def create_user(
     return user
 ```
 
-**Rule**: Add type hints to ALL functions. Use `mypy` to enforce type checking.
+**Rule**: Add type hints to ALL functions. Use `pyright` to enforce type checking (`make type-check`).
+
+---
+
+---
+
+### ❌ PITFALL #19: Importing Repositories Directly in Routes
+
+**Issue**: Routes should never call repositories directly. The layered architecture requires all business operations to go through the service layer.
+
+```python
+# ❌ WRONG - Route bypasses service layer
+from app.repositories.session import session_repo
+
+@router.get("/sessions/me")
+async def list_sessions(
+    current_user: User = Depends(get_current_active_user),
+    db: AsyncSession = Depends(get_db),
+):
+    return await session_repo.get_user_sessions(db, user_id=current_user.id)
+```
+
+```python
+# ✅ CORRECT - Route calls service injected via dependency
+from app.api.dependencies.services import get_session_service
+from app.services.session_service import SessionService
+
+@router.get("/sessions/me")
+async def list_sessions(
+    current_user: User = Depends(get_current_active_user),
+    session_service: SessionService = Depends(get_session_service),
+    db: AsyncSession = Depends(get_db),
+):
+    return await session_service.get_user_sessions(db, user_id=current_user.id)
+```
+
+**Rule**: Routes import from `app.api.dependencies.services`, never from `app.repositories.*`. Services are the only callers of repositories.
 
 ---
 
@@ -649,6 +685,11 @@ Use this checklist to catch issues before code review:
 - [ ] Resource ownership verification
 - [ ] CORS configured (no wildcards in production)
 
+### Architecture
+- [ ] Routes never import repositories directly (only services)
+- [ ] Services call repositories; repositories call database only
+- [ ] New service registered in `app/api/dependencies/services.py`
+
 ### Python
 - [ ] Use `==` not `is` for value comparison
 - [ ] No mutable default arguments
@@ -661,21 +702,18 @@ Use this checklist to catch issues before code review:
 
 ### Pre-commit Checks
 
-Add these to your development workflow:
+Add these to your development workflow (or use `make validate`):
 
 ```bash
-# Format code
+# Format + lint (Ruff replaces Black, isort, flake8)
-black app tests
+uv run ruff format app tests
-isort app tests
+uv run ruff check app tests
 
 # Type checking
-mypy app --strict
+uv run pyright app
-
-# Linting
-flake8 app tests
 
 # Run tests
-pytest --cov=app --cov-report=term-missing
+IS_TEST=True uv run pytest --cov=app --cov-report=term-missing
 
 # Check coverage (should be 80%+)
 coverage report --fail-under=80
@@ -693,6 +731,6 @@ Add new entries when:
 
 ---
 
-**Last Updated**: 2025-10-31
+**Last Updated**: 2026-02-28
-**Issues Cataloged**: 18 common pitfalls
+**Issues Cataloged**: 19 common pitfalls
 **Remember**: This document exists because these issues HAVE occurred. Don't skip it.

backend/pyproject.toml

@@ -20,43 +20,37 @@ dependencies = [
     "uvicorn>=0.34.0",
     "pydantic>=2.10.6",
     "pydantic-settings>=2.2.1",
-    "python-multipart>=0.0.19",
+    "python-multipart>=0.0.22",
     "fastapi-utils==0.8.0",
-
     # Database
     "sqlalchemy>=2.0.29",
     "alembic>=1.14.1",
     "psycopg2-binary>=2.9.9",
     "asyncpg>=0.29.0",
     "aiosqlite==0.21.0",
-
     # Environment configuration
     "python-dotenv>=1.0.1",
-
     # API utilities
     "email-validator>=2.1.0.post1",
     "ujson>=5.9.0",
-
     # CORS and security
     "starlette>=0.40.0",
     "starlette-csrf>=1.4.5",
     "slowapi>=0.1.9",
-
     # Utilities
     "httpx>=0.27.0",
     "tenacity>=8.2.3",
     "pytz>=2024.1",
-    "pillow>=10.3.0",
+    "pillow>=12.1.1",
     "apscheduler==3.11.0",
-
     # Security and authentication (pinned for reproducibility)
     "python-jose==3.4.0",
     "passlib==1.7.4",
     "bcrypt==4.2.1",
-    "cryptography==44.0.1",
+    "cryptography>=46.0.5",
-
     # OAuth authentication
-    "authlib>=1.3.0",
+    "authlib>=1.6.6",
+    "urllib3>=2.6.3",
 ]
 
 # Development dependencies
@@ -73,6 +67,14 @@ dev = [
     # Development tools
     "ruff>=0.8.0",  # All-in-one: linting, formatting, import sorting
     "pyright>=1.1.390",  # Type checking
+
+    # Security auditing
+    "pip-audit>=2.7.0",  # Dependency vulnerability scanning (PyPA/OSV)
+    "pip-licenses>=4.0.0",  # License compliance checking
+    "detect-secrets>=1.5.0",  # Hardcoded secrets detection
+
+    # Pre-commit hooks
+    "pre-commit>=4.0.0",  # Git pre-commit hook framework
 ]
 
 # E2E testing with real PostgreSQL (requires Docker)
@@ -131,6 +133,8 @@ select = [
     "RUF",    # Ruff-specific
     "ASYNC",  # flake8-async
     "S",      # flake8-bandit (security)
+    "G",      # flake8-logging-format (logging best practices)
+    "T20",    # flake8-print (no print statements in production code)
 ]
 
 # Ignore specific rules
@@ -154,11 +158,13 @@ unfixable = []
 [tool.ruff.lint.per-file-ignores]
 "app/alembic/env.py" = ["E402", "F403", "F405"]  # Alembic requires specific import order
 "app/alembic/versions/*.py" = ["E402"]  # Migration files have specific structure
-"tests/**/*.py" = ["S101", "N806", "B017", "N817", "S110", "ASYNC251", "RUF043"]  # pytest: asserts, CamelCase fixtures, blind exceptions, try-pass patterns, and async test helpers are intentional
+"tests/**/*.py" = ["S101", "N806", "B017", "N817", "S110", "ASYNC251", "RUF043", "T20"]  # pytest: asserts, CamelCase fixtures, blind exceptions, try-pass patterns, async test helpers, and print for debugging are intentional
 "app/models/__init__.py" = ["F401"]  # __init__ files re-export modules
 "app/models/base.py" = ["F401"]  # Re-exports Base for use by other models
 "app/utils/test_utils.py" = ["N806"]  # SQLAlchemy session factories use CamelCase convention
 "app/main.py" = ["N806"]  # Constants use UPPER_CASE convention
+"app/init_db.py" = ["T20"]  # CLI script uses print for user-facing output
+"migrate.py" = ["T20"]  # CLI script uses print for user-facing output
 
 # ============================================================================
 # Ruff Import Sorting (isort replacement)

backend/uv.lock

@@ -120,14 +120,14 @@ wheels = [
 
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+version = "1.6.8"
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+]
+
+[[package]]
+name = "cachecontrol"
+version = "0.14.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "msgpack" },
+    { name = "requests" },
+]
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+]
+
+[package.optional-dependencies]
+filecache = [
+    { name = "filelock" },
+]
+
 [[package]]
 name = "certifi"
 version = "2025.10.5"
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+version = "3.5.0"
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+
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 name = "charset-normalizer"
 version = "3.4.4"
@@ -380,37 +416,80 @@ wheels = [
 
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     { name = "ujson" },
+    { name = "urllib3" },
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+    { name = "pip-licenses" },
+    { name = "pre-commit" },
     { name = "pyright" },
     { name = "pytest" },
     { name = "pytest-asyncio" },
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+    { name = "pip-audit", marker = "extra == 'dev'", specifier = ">=2.7.0" },
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