diff --git a/README.md b/README.md
index 283ac04..a7e74ed 100644
--- a/README.md
+++ b/README.md
@@ -1125,13 +1125,13 @@ With the `get_multi` method we get a python `dict` with full suport for paginati
 }
 ```
 
-And in the endpoint, we can import from `fastcrud.paginated` the following functions and Pydantic Schema:
+And in the endpoint, we can import from `fastcrud` the following functions and Pydantic Schema:
 
 ```python
 from typing import Annotated
 from fastapi import Depends, Request
 from sqlalchemy.ext.asyncio import AsyncSession
-from fastcrud.paginated import (
+from fastcrud import (
     PaginatedListResponse,  # What you'll use as a response_model to validate
     paginated_response,  # Creates a paginated response based on the parameters
     compute_offset,  # Calculate the offset for pagination ((page - 1) * items_per_page)
diff --git a/docs/user-guide/api/endpoints.md b/docs/user-guide/api/endpoints.md
index 313c152..ff270b7 100644
--- a/docs/user-guide/api/endpoints.md
+++ b/docs/user-guide/api/endpoints.md
@@ -50,7 +50,7 @@ async def get_user(
 ### 2. Get Multiple Items (with Pagination)
 
 ```python
-from fastcrud.paginated import PaginatedListResponse, paginated_response
+from fastcrud import PaginatedListResponse, paginated_response
 
 @router.get("/", response_model=PaginatedListResponse[UserRead])
 async def get_users(
diff --git a/docs/user-guide/api/index.md b/docs/user-guide/api/index.md
index e76860e..1c7e4df 100644
--- a/docs/user-guide/api/index.md
+++ b/docs/user-guide/api/index.md
@@ -31,7 +31,7 @@ async def get_users(db: Annotated[AsyncSession, Depends(async_get_db)]):
 async def create_user(
     user_data: UserCreate,
     db: Annotated[AsyncSession, Depends(async_get_db)]
-):
+        ):
     return await crud_users.create(db=db, object=user_data)
 ```
 
@@ -50,7 +50,7 @@ async def get_profile(current_user: Annotated[dict, Depends(get_current_user)]):
 ### 📊 **Easy Pagination**
 Paginate any endpoint with one line:
 ```python
-from fastcrud.paginated import PaginatedListResponse
+from fastcrud import PaginatedListResponse
 
 @router.get("/", response_model=PaginatedListResponse[UserRead])
 async def get_users(page: int = 1, items_per_page: int = 10):
diff --git a/docs/user-guide/api/pagination.md b/docs/user-guide/api/pagination.md
index 26ffb5b..27da9a0 100644
--- a/docs/user-guide/api/pagination.md
+++ b/docs/user-guide/api/pagination.md
@@ -7,7 +7,7 @@ This guide shows you how to add pagination to your API endpoints using the boile
 Here's how to add basic pagination to any endpoint:
 
 ```python
-from fastcrud.paginated import PaginatedListResponse
+from fastcrud import PaginatedListResponse
 
 @router.get("/", response_model=PaginatedListResponse[UserRead])
 async def get_users(
diff --git a/docs/user-guide/api/versioning.md b/docs/user-guide/api/versioning.md
index 299fa62..5ac309f 100644
--- a/docs/user-guide/api/versioning.md
+++ b/docs/user-guide/api/versioning.md
@@ -132,7 +132,7 @@ async def create_user(user_data: UserCreate):
 ```python
 # src/app/api/v2/users.py
 from app.schemas.user import UserReadV2, UserCreateV2  # New schemas
-from fastcrud.paginated import PaginatedListResponse
+from fastcrud import PaginatedListResponse
 
 # Breaking change: Always return paginated response
 @router.get("/", response_model=PaginatedListResponse[UserReadV2])
diff --git a/docs/user-guide/database/crud.md b/docs/user-guide/database/crud.md
index 1bf5a98..6b169ed 100644
--- a/docs/user-guide/database/crud.md
+++ b/docs/user-guide/database/crud.md
@@ -392,7 +392,8 @@ async def user_management_example(db: AsyncSession):
 Using FastCRUD's pagination utilities:
 
 ```python
-from fastcrud.paginated import compute_offset, paginated_response
+from fastcrud import compute_offset, paginated_response
+
 
 async def get_paginated_users(
     db: AsyncSession, 
diff --git a/docs/user-guide/database/schemas.md b/docs/user-guide/database/schemas.md
index 69c7bb2..058547e 100644
--- a/docs/user-guide/database/schemas.md
+++ b/docs/user-guide/database/schemas.md
@@ -402,7 +402,7 @@ users = await crud_users.get_multi(
 For pagination with page numbers, use `PaginatedListResponse`:
 
 ```python
-from fastcrud.paginated import PaginatedListResponse
+from fastcrud import PaginatedListResponse
 
 # In API endpoint - ONLY for paginated list responses
 @router.get("/users/", response_model=PaginatedListResponse[UserRead])
diff --git a/docs/user-guide/development.md b/docs/user-guide/development.md
index cdcb03a..84fb187 100644
--- a/docs/user-guide/development.md
+++ b/docs/user-guide/development.md
@@ -136,7 +136,7 @@ Create `src/app/api/v1/categories.py`:
 from typing import Annotated
 
 from fastapi import APIRouter, Depends, HTTPException, Request
-from fastcrud.paginated import PaginatedListResponse, compute_offset
+from fastcrud import PaginatedListResponse, compute_offset
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from ...api.dependencies import get_current_superuser, get_current_user
diff --git a/docs/user-guide/index.md b/docs/user-guide/index.md
index 2770266..81a754d 100644
--- a/docs/user-guide/index.md
+++ b/docs/user-guide/index.md
@@ -83,4 +83,4 @@ Ready to dive in? Here are recommended learning paths:
 3. Set up [Background Task Processing](background-tasks/index.md)
 4. Review the [Production Guide](production.md) for deployment considerations
 
-Choose your path based on your needs and experience level. Each section builds upon previous concepts while remaining self-contained for reference use. 
\ No newline at end of file
+Choose your path based on your needs and experience level. Each section builds upon previous concepts while remaining self-contained for reference use.
diff --git a/pyproject.toml b/pyproject.toml
index 079f9cd..bee1d93 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,7 +28,7 @@ dependencies = [
     "arq>=0.25.0",
     "bcrypt>=4.1.1",
     "psycopg2-binary>=2.9.9",
-    "fastcrud>=0.15.5",
+    "fastcrud>=0.19.0",
     "crudadmin>=0.4.2",
     "gunicorn>=23.0.0",
     "ruff>=0.11.13",
diff --git a/src/app/api/dependencies.py b/src/app/api/dependencies.py
index a6e8806..b9b0f64 100644
--- a/src/app/api/dependencies.py
+++ b/src/app/api/dependencies.py
@@ -23,7 +23,7 @@
 
 async def get_current_user(
     token: Annotated[str, Depends(oauth2_scheme)], db: Annotated[AsyncSession, Depends(async_get_db)]
-) -> dict[str, Any] | None:
+) -> dict[str, Any]:
     token_data = await verify_token(token, TokenType.ACCESS, db)
     if token_data is None:
         raise UnauthorizedException("User not authenticated.")
@@ -34,10 +34,7 @@ async def get_current_user(
         user = await crud_users.get(db=db, username=token_data.username_or_email, is_deleted=False)
 
     if user:
-        if hasattr(user, 'model_dump'):
-            return user.model_dump()
-        else:
-            return user
+        return user
 
     raise UnauthorizedException("User not authenticated.")
 
diff --git a/src/app/api/v1/posts.py b/src/app/api/v1/posts.py
index 2987661..c1b0945 100644
--- a/src/app/api/v1/posts.py
+++ b/src/app/api/v1/posts.py
@@ -1,6 +1,7 @@
 from typing import Annotated, Any, cast
+
 from fastapi import APIRouter, Depends, Request
-from fastcrud.paginated import PaginatedListResponse, compute_offset, paginated_response
+from fastcrud import PaginatedListResponse, compute_offset, paginated_response
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from ...api.dependencies import get_current_superuser, get_current_user
@@ -22,28 +23,30 @@ async def write_post(
     post: PostCreate,
     current_user: Annotated[dict, Depends(get_current_user)],
     db: Annotated[AsyncSession, Depends(async_get_db)],
-) -> PostRead:
-    db_user = await crud_users.get(
-        db=db, username=username, is_deleted=False, schema_to_select=UserRead, return_as_model=True
-    )
+) -> dict[str, Any]:
+    db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
-    if current_user["id"] != db_user.id:
+    db_user = cast(dict[str, Any], db_user)
+
+    if current_user["id"] != db_user["id"]:
         raise ForbiddenException()
 
     post_internal_dict = post.model_dump()
-    post_internal_dict["created_by_user_id"] = db_user.id
+    post_internal_dict["created_by_user_id"] = db_user["id"]
 
     post_internal = PostCreateInternal(**post_internal_dict)
     created_post = await crud_posts.create(db=db, object=post_internal)
 
-    post_read = await crud_posts.get(db=db, id=created_post.id, schema_to_select=PostRead)
+    if created_post is None:
+        raise NotFoundException("Failed to create post")
+
+    post_read = await crud_posts.get(db=db, id=created_post["id"], schema_to_select=PostRead)
     if post_read is None:
         raise NotFoundException("Created post not found")
 
-    return cast(PostRead, post_read)
+    return cast(dict[str, Any], post_read)
 
 
 @router.get("/{username}/posts", response_model=PaginatedListResponse[PostRead])
@@ -59,22 +62,16 @@ async def read_posts(
     page: int = 1,
     items_per_page: int = 10,
 ) -> dict:
-    db_user = await crud_users.get(
-        db=db, 
-        username=username, 
-        is_deleted=False, 
-        schema_to_select=UserRead,
-        return_as_model=True
-    )
+    db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if not db_user:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
+    db_user = cast(dict[str, Any], db_user)
     posts_data = await crud_posts.get_multi(
         db=db,
         offset=compute_offset(page, items_per_page),
         limit=items_per_page,
-        created_by_user_id=db_user.id,
+        created_by_user_id=db_user["id"],
         is_deleted=False,
     )
 
@@ -86,25 +83,20 @@ async def read_posts(
 @cache(key_prefix="{username}_post_cache", resource_id_name="id")
 async def read_post(
     request: Request, username: str, id: int, db: Annotated[AsyncSession, Depends(async_get_db)]
-) -> PostRead:
-    db_user = await crud_users.get(
-        db=db, 
-        username=username, 
-        is_deleted=False, 
-        schema_to_select=UserRead,
-        return_as_model=True
-    )
+) -> dict[str, Any]:
+    db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
+    db_user = cast(dict[str, Any], db_user)
+
     db_post = await crud_posts.get(
-        db=db, id=id, created_by_user_id=db_user.id, is_deleted=False, schema_to_select=PostRead
+        db=db, id=id, created_by_user_id=db_user["id"], is_deleted=False, schema_to_select=PostRead
     )
     if db_post is None:
         raise NotFoundException("Post not found")
 
-    return cast(PostRead, db_post)
+    return cast(dict[str, Any], db_post)
 
 
 @router.patch("/{username}/post/{id}")
@@ -117,24 +109,21 @@ async def patch_post(
     current_user: Annotated[dict, Depends(get_current_user)],
     db: Annotated[AsyncSession, Depends(async_get_db)],
 ) -> dict[str, str]:
-    db_user = await crud_users.get(
-        db=db, 
-        username=username, 
-        is_deleted=False, 
-        schema_to_select=UserRead,
-        return_as_model=True
-    )
+    db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
-    if current_user["id"] != db_user.id:
+    db_user = cast(dict[str, Any], db_user)
+
+    if current_user["id"] != db_user["id"]:
         raise ForbiddenException()
 
     db_post = await crud_posts.get(db=db, id=id, is_deleted=False, schema_to_select=PostRead)
     if db_post is None:
         raise NotFoundException("Post not found")
 
+    db_post = cast(dict[str, Any], db_post)
+
     await crud_posts.update(db=db, object=values, id=id)
     return {"message": "Post updated"}
 
@@ -148,24 +137,21 @@ async def erase_post(
     current_user: Annotated[dict, Depends(get_current_user)],
     db: Annotated[AsyncSession, Depends(async_get_db)],
 ) -> dict[str, str]:
-    db_user = await crud_users.get(
-        db=db, 
-        username=username, 
-        is_deleted=False, 
-        schema_to_select=UserRead,
-        return_as_model=True
-    )
+    db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
-    if current_user["id"] != db_user.id:
+    db_user = cast(dict[str, Any], db_user)
+
+    if current_user["id"] != db_user["id"]:
         raise ForbiddenException()
 
     db_post = await crud_posts.get(db=db, id=id, is_deleted=False, schema_to_select=PostRead)
     if db_post is None:
         raise NotFoundException("Post not found")
 
+    db_post = cast(dict[str, Any], db_post)
+
     await crud_posts.delete(db=db, id=id)
 
     return {"message": "Post deleted"}
@@ -176,19 +162,17 @@ async def erase_post(
 async def erase_db_post(
     request: Request, username: str, id: int, db: Annotated[AsyncSession, Depends(async_get_db)]
 ) -> dict[str, str]:
-    db_user = await crud_users.get(
-        db=db, 
-        username=username, 
-        is_deleted=False, 
-        schema_to_select=UserRead,
-        return_as_model=True
-    )
+    db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if db_user is None:
         raise NotFoundException("User not found")
 
+    db_user = cast(dict[str, Any], db_user)
+
     db_post = await crud_posts.get(db=db, id=id, is_deleted=False, schema_to_select=PostRead)
     if db_post is None:
         raise NotFoundException("Post not found")
 
+    db_post = cast(dict[str, Any], db_post)
+
     await crud_posts.db_delete(db=db, id=id)
-    return {"message": "Post deleted from the database"}
\ No newline at end of file
+    return {"message": "Post deleted from the database"}
diff --git a/src/app/api/v1/rate_limits.py b/src/app/api/v1/rate_limits.py
index ff8da4a..6fac2d9 100644
--- a/src/app/api/v1/rate_limits.py
+++ b/src/app/api/v1/rate_limits.py
@@ -1,7 +1,7 @@
 from typing import Annotated, Any, cast
 
 from fastapi import APIRouter, Depends, Request
-from fastcrud.paginated import PaginatedListResponse, compute_offset, paginated_response
+from fastcrud import PaginatedListResponse, compute_offset, paginated_response
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from ...api.dependencies import get_current_superuser
@@ -18,14 +18,16 @@
 @router.post("/tier/{tier_name}/rate_limit", dependencies=[Depends(get_current_superuser)], status_code=201)
 async def write_rate_limit(
     request: Request, tier_name: str, rate_limit: RateLimitCreate, db: Annotated[AsyncSession, Depends(async_get_db)]
-) -> RateLimitRead:
+) -> dict[str, Any]:
     db_tier = await crud_tiers.get(db=db, name=tier_name, schema_to_select=TierRead)
     if not db_tier:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
+    db_tier = cast(dict[str, Any], db_tier)
+
+    db_tier = cast(dict[str, Any], db_tier)
     rate_limit_internal_dict = rate_limit.model_dump()
-    rate_limit_internal_dict["tier_id"] = db_tier.id
+    rate_limit_internal_dict["tier_id"] = db_tier["id"]
 
     db_rate_limit = await crud_rate_limits.exists(db=db, name=rate_limit_internal_dict["name"])
     if db_rate_limit:
@@ -34,11 +36,14 @@ async def write_rate_limit(
     rate_limit_internal = RateLimitCreateInternal(**rate_limit_internal_dict)
     created_rate_limit = await crud_rate_limits.create(db=db, object=rate_limit_internal)
 
-    rate_limit_read = await crud_rate_limits.get(db=db, id=created_rate_limit.id, schema_to_select=RateLimitRead)
+    if created_rate_limit is None:
+        raise NotFoundException("Failed to create rate limit")
+
+    rate_limit_read = await crud_rate_limits.get(db=db, id=created_rate_limit["id"], schema_to_select=RateLimitRead)
     if rate_limit_read is None:
         raise NotFoundException("Created rate limit not found")
 
-    return cast(RateLimitRead, rate_limit_read)
+    return cast(dict[str, Any], rate_limit_read)
 
 
 @router.get("/tier/{tier_name}/rate_limits", response_model=PaginatedListResponse[RateLimitRead])
@@ -53,12 +58,13 @@ async def read_rate_limits(
     if not db_tier:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
+    db_tier = cast(dict[str, Any], db_tier)
+
     rate_limits_data = await crud_rate_limits.get_multi(
         db=db,
         offset=compute_offset(page, items_per_page),
         limit=items_per_page,
-        tier_id=db_tier.id,
+        tier_id=db_tier["id"],
     )
 
     response: dict[str, Any] = paginated_response(crud_data=rate_limits_data, page=page, items_per_page=items_per_page)
@@ -68,17 +74,18 @@ async def read_rate_limits(
 @router.get("/tier/{tier_name}/rate_limit/{id}", response_model=RateLimitRead)
 async def read_rate_limit(
     request: Request, tier_name: str, id: int, db: Annotated[AsyncSession, Depends(async_get_db)]
-) -> RateLimitRead:
+) -> dict[str, Any]:
     db_tier = await crud_tiers.get(db=db, name=tier_name, schema_to_select=TierRead)
     if not db_tier:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
-    db_rate_limit = await crud_rate_limits.get(db=db, tier_id=db_tier.id, id=id, schema_to_select=RateLimitRead)
+    db_tier = cast(dict[str, Any], db_tier)
+
+    db_rate_limit = await crud_rate_limits.get(db=db, tier_id=db_tier["id"], id=id, schema_to_select=RateLimitRead)
     if db_rate_limit is None:
         raise NotFoundException("Rate Limit not found")
 
-    return cast(RateLimitRead, db_rate_limit)
+    return cast(dict[str, Any], db_rate_limit)
 
 
 @router.patch("/tier/{tier_name}/rate_limit/{id}", dependencies=[Depends(get_current_superuser)])
@@ -93,8 +100,9 @@ async def patch_rate_limit(
     if not db_tier:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
-    db_rate_limit = await crud_rate_limits.get(db=db, tier_id=db_tier.id, id=id, schema_to_select=RateLimitRead)
+    db_tier = cast(dict[str, Any], db_tier)
+
+    db_rate_limit = await crud_rate_limits.get(db=db, tier_id=db_tier["id"], id=id, schema_to_select=RateLimitRead)
     if db_rate_limit is None:
         raise NotFoundException("Rate Limit not found")
 
@@ -110,8 +118,9 @@ async def erase_rate_limit(
     if not db_tier:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
-    db_rate_limit = await crud_rate_limits.get(db=db, tier_id=db_tier.id, id=id, schema_to_select=RateLimitRead)
+    db_tier = cast(dict[str, Any], db_tier)
+
+    db_rate_limit = await crud_rate_limits.get(db=db, tier_id=db_tier["id"], id=id, schema_to_select=RateLimitRead)
     if db_rate_limit is None:
         raise NotFoundException("Rate Limit not found")
 
diff --git a/src/app/api/v1/tiers.py b/src/app/api/v1/tiers.py
index 1981c6c..1f676ca 100644
--- a/src/app/api/v1/tiers.py
+++ b/src/app/api/v1/tiers.py
@@ -1,7 +1,7 @@
 from typing import Annotated, Any, cast
 
 from fastapi import APIRouter, Depends, Request
-from fastcrud.paginated import PaginatedListResponse, compute_offset, paginated_response
+from fastcrud import PaginatedListResponse, compute_offset, paginated_response
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from ...api.dependencies import get_current_superuser
@@ -16,7 +16,7 @@
 @router.post("/tier", dependencies=[Depends(get_current_superuser)], status_code=201)
 async def write_tier(
     request: Request, tier: TierCreate, db: Annotated[AsyncSession, Depends(async_get_db)]
-) -> TierRead:
+) -> dict[str, Any]:
     tier_internal_dict = tier.model_dump()
     db_tier = await crud_tiers.exists(db=db, name=tier_internal_dict["name"])
     if db_tier:
@@ -25,11 +25,14 @@ async def write_tier(
     tier_internal = TierCreateInternal(**tier_internal_dict)
     created_tier = await crud_tiers.create(db=db, object=tier_internal)
 
-    tier_read = await crud_tiers.get(db=db, id=created_tier.id, schema_to_select=TierRead)
+    if created_tier is None:
+        raise NotFoundException("Failed to create tier")
+
+    tier_read = await crud_tiers.get(db=db, id=created_tier["id"], schema_to_select=TierRead)
     if tier_read is None:
         raise NotFoundException("Created tier not found")
 
-    return cast(TierRead, tier_read)
+    return cast(dict[str, Any], tier_read)
 
 
 @router.get("/tiers", response_model=PaginatedListResponse[TierRead])
@@ -43,12 +46,12 @@ async def read_tiers(
 
 
 @router.get("/tier/{name}", response_model=TierRead)
-async def read_tier(request: Request, name: str, db: Annotated[AsyncSession, Depends(async_get_db)]) -> TierRead:
+async def read_tier(request: Request, name: str, db: Annotated[AsyncSession, Depends(async_get_db)]) -> dict[str, Any]:
     db_tier = await crud_tiers.get(db=db, name=name, schema_to_select=TierRead)
     if db_tier is None:
         raise NotFoundException("Tier not found")
 
-    return cast(TierRead, db_tier)
+    return cast(dict[str, Any], db_tier)
 
 
 @router.patch("/tier/{name}", dependencies=[Depends(get_current_superuser)])
diff --git a/src/app/api/v1/users.py b/src/app/api/v1/users.py
index 05802c0..4bbfe95 100644
--- a/src/app/api/v1/users.py
+++ b/src/app/api/v1/users.py
@@ -1,7 +1,7 @@
 from typing import Annotated, Any, cast
 
 from fastapi import APIRouter, Depends, Request
-from fastcrud.paginated import PaginatedListResponse, compute_offset, paginated_response
+from fastcrud import PaginatedListResponse, compute_offset, paginated_response
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from ...api.dependencies import get_current_superuser, get_current_user
@@ -20,7 +20,7 @@
 @router.post("/user", response_model=UserRead, status_code=201)
 async def write_user(
     request: Request, user: UserCreate, db: Annotated[AsyncSession, Depends(async_get_db)]
-) -> UserRead:
+) -> dict[str, Any]:
     email_row = await crud_users.exists(db=db, email=user.email)
     if email_row:
         raise DuplicateValueException("Email is already registered")
@@ -36,11 +36,14 @@ async def write_user(
     user_internal = UserCreateInternal(**user_internal_dict)
     created_user = await crud_users.create(db=db, object=user_internal)
 
-    user_read = await crud_users.get(db=db, id=created_user.id, schema_to_select=UserRead)
+    if created_user is None:
+        raise NotFoundException("Failed to create user")
+
+    user_read = await crud_users.get(db=db, id=created_user["id"], schema_to_select=UserRead)
     if user_read is None:
         raise NotFoundException("Created user not found")
 
-    return cast(UserRead, user_read)
+    return cast(dict[str, Any], user_read)
 
 
 @router.get("/users", response_model=PaginatedListResponse[UserRead])
@@ -64,13 +67,14 @@ async def read_users_me(request: Request, current_user: Annotated[dict, Depends(
 
 
 @router.get("/user/{username}", response_model=UserRead)
-async def read_user(request: Request, username: str, db: Annotated[AsyncSession, Depends(async_get_db)]) -> UserRead:
+async def read_user(
+    request: Request, username: str, db: Annotated[AsyncSession, Depends(async_get_db)]
+) -> dict[str, Any]:
     db_user = await crud_users.get(db=db, username=username, is_deleted=False, schema_to_select=UserRead)
     if db_user is None:
         raise NotFoundException("User not found")
 
-    return cast(UserRead, db_user)
-
+    return cast(dict[str, Any], db_user)
 
 
 @router.patch("/user/{username}")
@@ -85,12 +89,8 @@ async def patch_user(
     if db_user is None:
         raise NotFoundException("User not found")
 
-    if isinstance(db_user, dict):
-        db_username = db_user["username"]
-        db_email = db_user["email"]
-    else:
-        db_username = db_user.username
-        db_email = db_user.email
+    db_username = db_user["username"]
+    db_email = db_user["email"]
 
     if db_username != current_user["username"]:
         raise ForbiddenException()
@@ -98,7 +98,7 @@ async def patch_user(
     if values.email is not None and values.email != db_email:
         if await crud_users.exists(db=db, email=values.email):
             raise DuplicateValueException("Email is already registered")
- 
+
     if values.username is not None and values.username != db_username:
         if await crud_users.exists(db=db, username=values.username):
             raise DuplicateValueException("Username not available")
@@ -151,18 +151,18 @@ async def read_user_rate_limits(
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
-    user_dict = db_user.model_dump()
-    if db_user.tier_id is None:
+    db_user = cast(dict[str, Any], db_user)
+    user_dict = dict(db_user)
+    if db_user["tier_id"] is None:
         user_dict["tier_rate_limits"] = []
         return user_dict
 
-    db_tier = await crud_tiers.get(db=db, id=db_user.tier_id, schema_to_select=TierRead)
+    db_tier = await crud_tiers.get(db=db, id=db_user["tier_id"], schema_to_select=TierRead)
     if db_tier is None:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
-    db_rate_limits = await crud_rate_limits.get_multi(db=db, tier_id=db_tier.id)
+    db_tier = cast(dict[str, Any], db_tier)
+    db_rate_limits = await crud_rate_limits.get_multi(db=db, tier_id=db_tier["id"])
 
     user_dict["tier_rate_limits"] = db_rate_limits["data"]
 
@@ -177,18 +177,17 @@ async def read_user_tier(
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
-    if db_user.tier_id is None:
+    db_user = cast(dict[str, Any], db_user)
+    if db_user["tier_id"] is None:
         return None
 
-    db_tier = await crud_tiers.get(db=db, id=db_user.tier_id, schema_to_select=TierRead)
+    db_tier = await crud_tiers.get(db=db, id=db_user["tier_id"], schema_to_select=TierRead)
     if not db_tier:
         raise NotFoundException("Tier not found")
 
-    db_tier = cast(TierRead, db_tier)
-
-    user_dict = db_user.model_dump()
-    tier_dict = db_tier.model_dump()
+    db_tier = cast(dict[str, Any], db_tier)
+    user_dict = dict(db_user)
+    tier_dict = dict(db_tier)
 
     for key, value in tier_dict.items():
         user_dict[f"tier_{key}"] = value
@@ -204,10 +203,10 @@ async def patch_user_tier(
     if db_user is None:
         raise NotFoundException("User not found")
 
-    db_user = cast(UserRead, db_user)
+    db_user = cast(dict[str, Any], db_user)
     db_tier = await crud_tiers.get(db=db, id=values.tier_id, schema_to_select=TierRead)
     if db_tier is None:
         raise NotFoundException("Tier not found")
 
     await crud_users.update(db=db, object=values.model_dump(), username=username)
-    return {"message": f"User {db_user.name} Tier updated"}
+    return {"message": f"User {db_user['name']} Tier updated"}
diff --git a/src/app/core/db/database.py b/src/app/core/db/database.py
index 65df22b..b95ab3b 100644
--- a/src/app/core/db/database.py
+++ b/src/app/core/db/database.py
@@ -11,7 +11,7 @@ class Base(DeclarativeBase, MappedAsDataclass):
     pass
 
 
-DATABASE_URI = settings.POSTGRES_URI 
+DATABASE_URI = settings.POSTGRES_URI
 DATABASE_PREFIX = settings.POSTGRES_ASYNC_PREFIX
 DATABASE_URL = f"{DATABASE_PREFIX}{DATABASE_URI}"
 
diff --git a/src/app/core/db/models.py b/src/app/core/db/models.py
index ea77406..0ade95f 100644
--- a/src/app/core/db/models.py
+++ b/src/app/core/db/models.py
@@ -1,10 +1,10 @@
 import uuid as uuid_pkg
-from uuid6 import uuid7
 from datetime import UTC, datetime
 
 from sqlalchemy import Boolean, DateTime, text
 from sqlalchemy.dialects.postgresql import UUID
 from sqlalchemy.orm import Mapped, mapped_column
+from uuid6 import uuid7
 
 
 class UUIDMixin:
diff --git a/src/app/models/post.py b/src/app/models/post.py
index 6eeafee..032e9ca 100644
--- a/src/app/models/post.py
+++ b/src/app/models/post.py
@@ -1,9 +1,9 @@
 import uuid as uuid_pkg
 from datetime import UTC, datetime
-from uuid6 import uuid7
 
-from sqlalchemy import DateTime, ForeignKey, String, UUID
+from sqlalchemy import UUID, DateTime, ForeignKey, String
 from sqlalchemy.orm import Mapped, mapped_column
+from uuid6 import uuid7
 
 from ..core.db.database import Base
 
@@ -15,7 +15,7 @@ class Post(Base):
     created_by_user_id: Mapped[int] = mapped_column(ForeignKey("user.id"), index=True)
     title: Mapped[str] = mapped_column(String(30))
     text: Mapped[str] = mapped_column(String(63206))
-    uuid: Mapped[uuid_pkg.UUID] = mapped_column(UUID(as_uuid=True),default_factory=uuid7, unique=True)
+    uuid: Mapped[uuid_pkg.UUID] = mapped_column(UUID(as_uuid=True), default_factory=uuid7, unique=True)
     media_url: Mapped[str | None] = mapped_column(String, default=None)
 
     created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default_factory=lambda: datetime.now(UTC))
diff --git a/src/app/models/user.py b/src/app/models/user.py
index fecd983..07cca2d 100644
--- a/src/app/models/user.py
+++ b/src/app/models/user.py
@@ -1,10 +1,10 @@
-from uuid6 import uuid7
-from datetime import UTC, datetime
 import uuid as uuid_pkg
+from datetime import UTC, datetime
 
 from sqlalchemy import DateTime, ForeignKey, String
 from sqlalchemy.dialects.postgresql import UUID
 from sqlalchemy.orm import Mapped, mapped_column
+from uuid6 import uuid7
 
 from ..core.db.database import Base
 
@@ -13,7 +13,7 @@ class User(Base):
     __tablename__ = "user"
 
     id: Mapped[int] = mapped_column(autoincrement=True, primary_key=True, init=False)
-    
+
     name: Mapped[str] = mapped_column(String(30))
     username: Mapped[str] = mapped_column(String(20), unique=True, index=True)
     email: Mapped[str] = mapped_column(String(50), unique=True, index=True)
@@ -27,4 +27,4 @@ class User(Base):
     is_deleted: Mapped[bool] = mapped_column(default=False, index=True)
     is_superuser: Mapped[bool] = mapped_column(default=False)
 
-    tier_id: Mapped[int | None] = mapped_column(ForeignKey("tier.id"), index=True, default=None, init=False)
\ No newline at end of file
+    tier_id: Mapped[int | None] = mapped_column(ForeignKey("tier.id"), index=True, default=None, init=False)
diff --git a/src/scripts/create_first_superuser.py b/src/scripts/create_first_superuser.py
index d1f6d93..baf58af 100644
--- a/src/scripts/create_first_superuser.py
+++ b/src/scripts/create_first_superuser.py
@@ -1,10 +1,10 @@
 import asyncio
 import logging
-from uuid6 import uuid7 #126
 from datetime import UTC, datetime
 
 from sqlalchemy import Boolean, Column, DateTime, ForeignKey, Integer, MetaData, String, Table, insert, select
 from sqlalchemy.dialects.postgresql import UUID
+from uuid6 import uuid7  # 126
 
 from ..app.core.config import settings
 from ..app.core.db.database import AsyncSession, async_engine, local_session
diff --git a/tests/helpers/generators.py b/tests/helpers/generators.py
index 0304003..5016d68 100644
--- a/tests/helpers/generators.py
+++ b/tests/helpers/generators.py
@@ -1,6 +1,5 @@
-from uuid6 import uuid7 #126
-
 from sqlalchemy.orm import Session
+from uuid6 import uuid7  # 126
 
 from src.app import models
 from src.app.core.security import get_password_hash
diff --git a/tests/test_user.py b/tests/test_user.py
index 831cbff..9d1d7a5 100644
--- a/tests/test_user.py
+++ b/tests/test_user.py
@@ -20,15 +20,15 @@ async def test_create_user_success(self, mock_db, sample_user_data, sample_user_
         with patch("src.app.api.v1.users.crud_users") as mock_crud:
             # Mock that email and username don't exist
             mock_crud.exists = AsyncMock(side_effect=[False, False])  # email, then username
-            mock_crud.create = AsyncMock(return_value=Mock(id=1))
-            mock_crud.get = AsyncMock(return_value=sample_user_read)
+            mock_crud.create = AsyncMock(return_value={"id": 1})
+            mock_crud.get = AsyncMock(return_value=sample_user_read.model_dump())
 
             with patch("src.app.api.v1.users.get_password_hash") as mock_hash:
                 mock_hash.return_value = "hashed_password"
 
                 result = await write_user(Mock(), user_create, mock_db)
 
-                assert result == sample_user_read
+                assert result == sample_user_read.model_dump()
                 mock_crud.exists.assert_any_call(db=mock_db, email=user_create.email)
                 mock_crud.exists.assert_any_call(db=mock_db, username=user_create.username)
                 mock_crud.create.assert_called_once()
@@ -67,11 +67,12 @@ async def test_read_user_success(self, mock_db, sample_user_read):
         username = "test_user"
 
         with patch("src.app.api.v1.users.crud_users") as mock_crud:
-            mock_crud.get = AsyncMock(return_value=sample_user_read)
+            user_dict = sample_user_read.model_dump()
+            mock_crud.get = AsyncMock(return_value=user_dict)
 
             result = await read_user(Mock(), username, mock_db)
 
-            assert result == sample_user_read
+            assert result == user_dict
             mock_crud.get.assert_called_once_with(
                 db=mock_db, username=username, is_deleted=False, schema_to_select=UserRead
             )
@@ -118,14 +119,13 @@ async def test_patch_user_success(self, mock_db, current_user_dict, sample_user_
         """Test successful user update."""
         username = current_user_dict["username"]
         user_update = UserUpdate(name="New Name")
-        
-        
+
         user_dict = sample_user_read.model_dump()
         user_dict["username"] = username
 
         with patch("src.app.api.v1.users.crud_users") as mock_crud:
-            mock_crud.get = AsyncMock(return_value=user_dict)  
-            mock_crud.exists = AsyncMock(return_value=False)  
+            mock_crud.get = AsyncMock(return_value=user_dict)
+            mock_crud.exists = AsyncMock(return_value=False)
             mock_crud.update = AsyncMock(return_value=None)
 
             result = await patch_user(Mock(), user_update, username, current_user_dict, mock_db)
@@ -142,7 +142,7 @@ async def test_patch_user_forbidden(self, mock_db, current_user_dict, sample_use
         user_dict["username"] = username
 
         with patch("src.app.api.v1.users.crud_users") as mock_crud:
-            mock_crud.get = AsyncMock(return_value=user_dict)  
+            mock_crud.get = AsyncMock(return_value=user_dict)
 
             with pytest.raises(ForbiddenException):
                 await patch_user(Mock(), user_update, username, current_user_dict, mock_db)
diff --git a/uv.lock b/uv.lock
index ceaab2e..1a47494 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,4 @@
 version = 1
-revision = 3
 requires-python = ">=3.11, <4"
 
 [[package]]
@@ -9,9 +8,9 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/13/7d/8bca2bf9a247c2c5dfeec1d7a5f40db6518f88d314b8bca9da29670d2671/aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3", size = 13454, upload-time = "2025-02-03T07:30:16.235Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/13/7d/8bca2bf9a247c2c5dfeec1d7a5f40db6518f88d314b8bca9da29670d2671/aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3", size = 13454 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f5/10/6c25ed6de94c49f88a91fa5018cb4c0f3625f31d5be9f771ebe5cc7cd506/aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0", size = 15792, upload-time = "2025-02-03T07:30:13.6Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/10/6c25ed6de94c49f88a91fa5018cb4c0f3625f31d5be9f771ebe5cc7cd506/aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0", size = 15792 },
 ]
 
 [[package]]
@@ -23,18 +22,18 @@ dependencies = [
     { name = "sqlalchemy" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/20/89/bfb4fe86e3fc3972d35431af7bedbc60fa606e8b17196704a1747f7aa4c3/alembic-1.16.1.tar.gz", hash = "sha256:43d37ba24b3d17bc1eb1024fe0f51cd1dc95aeb5464594a02c6bb9ca9864bfa4", size = 1955006, upload-time = "2025-05-21T23:11:05.991Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/20/89/bfb4fe86e3fc3972d35431af7bedbc60fa606e8b17196704a1747f7aa4c3/alembic-1.16.1.tar.gz", hash = "sha256:43d37ba24b3d17bc1eb1024fe0f51cd1dc95aeb5464594a02c6bb9ca9864bfa4", size = 1955006 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/31/59/565286efff3692c5716c212202af61466480f6357c4ae3089d4453bff1f3/alembic-1.16.1-py3-none-any.whl", hash = "sha256:0cdd48acada30d93aa1035767d67dff25702f8de74d7c3919f2e8492c8db2e67", size = 242488, upload-time = "2025-05-21T23:11:07.783Z" },
+    { url = "https://files.pythonhosted.org/packages/31/59/565286efff3692c5716c212202af61466480f6357c4ae3089d4453bff1f3/alembic-1.16.1-py3-none-any.whl", hash = "sha256:0cdd48acada30d93aa1035767d67dff25702f8de74d7c3919f2e8492c8db2e67", size = 242488 },
 ]
 
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
+    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
 ]
 
 [[package]]
@@ -46,9 +45,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916 },
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 [[package]]
@@ -59,113 +58,113 @@ dependencies = [
     { name = "click" },
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+sdist = { url = "https://files.pythonhosted.org/packages/4f/65/5add7049297a449d1453e26a8d5924f0d5440b3876edc9e80d5dc621f16d/arq-0.26.3.tar.gz", hash = "sha256:362063ea3c726562fb69c723d5b8ee80827fdefda782a8547da5be3d380ac4b1", size = 291111 }
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 [[package]]
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 version = "5.0.1"
 source = { registry = "https://pypi.org/simple" }
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