     1→"""
     2→Memory Models
     3→
     4→Three-tier memory system:
     5→- Project Memory: Session insights, codebase map, patterns, gotchas
     6→- Global Memory: User preferences, cross-project patterns, solutions
     7→- Infrastructure Memory: Server configs, Docker, deployment targets
     8→"""
     9→
    10→from datetime import datetime
    11→from typing import Optional, List
    12→from sqlalchemy import Column, Integer, String, Text, DateTime, ForeignKey, JSON, select
    13→from sqlalchemy.ext.asyncio import AsyncSession
    14→
    15→from services.database import Base
    16→
    17→
    18→class MemoryProject(Base):
    19→    """Project-specific memory storage."""
    20→
    21→    __tablename__ = "memory_project"
    22→
    23→    id = Column(Integer, primary_key=True, autoincrement=True)
    24→    project_id = Column(Integer, ForeignKey("projects.id", ondelete="CASCADE"), nullable=False)
    25→    type = Column(String(50), nullable=False)  # insight, pattern, gotcha, codebase_map
    26→    content = Column(Text, nullable=False)
    27→    extra_data = Column("metadata", JSON, nullable=True)  # Renamed to avoid SQLAlchemy reserved name
    28→    created_at = Column(DateTime, default=datetime.utcnow)
    29→
    30→    @classmethod
    31→    async def get_for_project(
    32→        cls,
    33→        db: AsyncSession,
    34→        project_id: int,
    35→        type: Optional[str] = None
    36→    ) -> List["MemoryProject"]:
    37→        """Get memory items for a project."""
    38→        query = select(cls).where(cls.project_id == project_id)
    39→        if type:
    40→            query = query.where(cls.type == type)
    41→        query = query.order_by(cls.created_at.desc())
    42→        result = await db.execute(query)
    43→        return result.scalars().all()
    44→
    45→    @classmethod
    46→    async def get_by_id(cls, db: AsyncSession, item_id: int) -> Optional["MemoryProject"]:
    47→        """Get a memory item by ID."""
    48→        result = await db.execute(select(cls).where(cls.id == item_id))
    49→        return result.scalar_one_or_none()
    50→
    51→    @classmethod
    52→    async def create(
    53→        cls,
    54→        db: AsyncSession,
    55→        project_id: int,
    56→        type: str,
    57→        content: str,
    58→        extra_data: Optional[dict] = None,
    59→    ) -> "MemoryProject":
    60→        """Create a new project memory item."""
    61→        item = cls(
    62→            project_id=project_id,
    63→            type=type,
    64→            content=content,
    65→            extra_data=extra_data,
    66→        )
    67→        db.add(item)
    68→        await db.flush()
    69→        await db.refresh(item)
    70→        return item
    71→
    72→    @classmethod
    73→    async def update(
    74→        cls,
    75→        db: AsyncSession,
    76→        item_id: int,
    77→        **kwargs
    78→    ) -> Optional["MemoryProject"]:
    79→        """Update a memory item."""
    80→        item = await cls.get_by_id(db, item_id)
    81→        if item:
    82→            for key, value in kwargs.items():
    83→                if hasattr(item, key):
    84→                    setattr(item, key, value)
    85→            await db.flush()
    86→            await db.refresh(item)
    87→        return item
    88→
    89→    @classmethod
    90→    async def delete(cls, db: AsyncSession, item_id: int) -> bool:
    91→        """Delete a memory item."""
    92→        item = await cls.get_by_id(db, item_id)
    93→        if item:
    94→            await db.delete(item)
    95→            await db.flush()
    96→            return True
    97→        return False
    98→
    99→
   100→class MemoryGlobal(Base):
   101→    """Global memory storage (cross-project)."""
   102→
   103→    __tablename__ = "memory_global"
   104→
   105→    id = Column(Integer, primary_key=True, autoincrement=True)
   106→    type = Column(String(50), nullable=False)  # preference, pattern, solution
   107→    content = Column(Text, nullable=False)
   108→    extra_data = Column("metadata", JSON, nullable=True)  # Renamed to avoid SQLAlchemy reserved name
   109→    usage_count = Column(Integer, default=0)
   110→    created_at = Column(DateTime, default=datetime.utcnow)
   111→
   112→    @classmethod
   113→    async def get_all(cls, db: AsyncSession, type: Optional[str] = None) -> List["MemoryGlobal"]:
   114→        """Get all global memory items."""
   115→        query = select(cls)
   116→        if type:
   117→            query = query.where(cls.type == type)
   118→        query = query.order_by(cls.usage_count.desc(), cls.created_at.desc())
   119→        result = await db.execute(query)
   120→        return result.scalars().all()
   121→
   122→    @classmethod
   123→    async def get_by_id(cls, db: AsyncSession, item_id: int) -> Optional["MemoryGlobal"]:
   124→        """Get a memory item by ID."""
   125→        result = await db.execute(select(cls).where(cls.id == item_id))
   126→        return result.scalar_one_or_none()
   127→
   128→    @classmethod
   129→    async def create(
   130→        cls,
   131→        db: AsyncSession,
   132→        type: str,
   133→        content: str,
   134→        extra_data: Optional[dict] = None,
   135→    ) -> "MemoryGlobal":
   136→        """Create a new global memory item."""
   137→        item = cls(
   138→            type=type,
   139→            content=content,
   140→            extra_data=extra_data,
   141→        )
   142→        db.add(item)
   143→        await db.flush()
   144→        await db.refresh(item)
   145→        return item
   146→
   147→    @classmethod
   148→    async def increment_usage(cls, db: AsyncSession, item_id: int) -> None:
   149→        """Increment usage count for a memory item."""
   150→        item = await cls.get_by_id(db, item_id)
   151→        if item:
   152→            item.usage_count += 1
   153→            await db.flush()
   154→
   155→    @classmethod
   156→    async def delete(cls, db: AsyncSession, item_id: int) -> bool:
   157→        """Delete a memory item."""
   158→        item = await cls.get_by_id(db, item_id)
   159→        if item:
   160→            await db.delete(item)
   161→            await db.flush()
   162→            return True
   163→        return False
   164→
   165→
   166→class MemoryInfrastructure(Base):
   167→    """Infrastructure memory storage (servers, Docker, deployment)."""
   168→
   169→    __tablename__ = "memory_infrastructure"
   170→
   171→    id = Column(Integer, primary_key=True, autoincrement=True)
   172→    name = Column(String(255), nullable=False)
   173→    type = Column(String(50), nullable=False)  # server, docker, database, deployment
   174→    config = Column(JSON, nullable=False)
   175→    projects = Column(JSON, nullable=True)  # Array of project IDs or null for all
   176→    created_at = Column(DateTime, default=datetime.utcnow)
   177→    updated_at = Column(DateTime, default=datetime.utcnow, onupdate=datetime.utcnow)
   178→
   179→    @classmethod
   180→    async def get_all(
   181→        cls,
   182→        db: AsyncSession,
   183→        type: Optional[str] = None,
   184→        project_id: Optional[int] = None
   185→    ) -> List["MemoryInfrastructure"]:
   186→        """Get infrastructure configs."""
   187→        query = select(cls)
   188→        if type:
   189→            query = query.where(cls.type == type)
   190→        query = query.order_by(cls.name)
   191→        result = await db.execute(query)
   192→        items = result.scalars().all()
   193→
   194→        # Filter by project if specified
   195→        if project_id is not None:
   196→            return [
   197→                item for item in items
   198→                if item.projects is None or project_id in item.projects
   199→            ]
   200→        return items
   201→
   202→    @classmethod
   203→    async def get_by_id(cls, db: AsyncSession, config_id: int) -> Optional["MemoryInfrastructure"]:
   204→        """Get an infrastructure config by ID."""
   205→        result = await db.execute(select(cls).where(cls.id == config_id))
   206→        return result.scalar_one_or_none()
   207→
   208→    @classmethod
   209→    async def create(
   210→        cls,
   211→        db: AsyncSession,
   212→        name: str,
   213→        type: str,
   214→        config: dict,
   215→        projects: Optional[List[int]] = None,
   216→    ) -> "MemoryInfrastructure":
   217→        """Create a new infrastructure config."""
   218→        item = cls(
   219→            name=name,
   220→            type=type,
   221→            config=config,
   222→            projects=projects,
   223→        )
   224→        db.add(item)
   225→        await db.flush()
   226→        await db.refresh(item)
   227→        return item
   228→
   229→    @classmethod
   230→    async def update(
   231→        cls,
   232→        db: AsyncSession,
   233→        config_id: int,
   234→        **kwargs
   235→    ) -> Optional["MemoryInfrastructure"]:
   236→        """Update an infrastructure config."""
   237→        item = await cls.get_by_id(db, config_id)
   238→        if item:
   239→            for key, value in kwargs.items():
   240→                if hasattr(item, key):
   241→                    setattr(item, key, value)
   242→            item.updated_at = datetime.utcnow()
   243→            await db.flush()
   244→            await db.refresh(item)
   245→        return item
   246→
   247→    @classmethod
   248→    async def delete(cls, db: AsyncSession, config_id: int) -> bool:
   249→        """Delete an infrastructure config."""
   250→        item = await cls.get_by_id(db, config_id)
   251→        if item:
   252→            await db.delete(item)
   253→            await db.flush()
   254→            return True
   255→        return False
   256→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

"""
Memory Models

Three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from datetime import datetime
from typing import Optional, List
from sqlalchemy import Column, Integer, String, Text, DateTime, ForeignKey, JSON, select
from sqlalchemy.ext.asyncio import AsyncSession

from services.database import Base

class MemoryProject(Base):
    """Project-specific memory storage."""

    __tablename__ = "memory_project"

    id = Column(Integer, primary_key=True, autoincrement=True)
    project_id = Column(Integer, ForeignKey("projects.id", ondelete="CASCADE"), nullable=False)
    type = Column(String(50), nullable=False)  # insight, pattern, gotcha, codebase_map
    content = Column(Text, nullable=False)
    extra_data = Column("metadata", JSON, nullable=True)  # Renamed to avoid SQLAlchemy reserved name
    created_at = Column(DateTime, default=datetime.utcnow)

    @classmethod
    async def get_for_project(
        cls,
        db: AsyncSession,
        project_id: int,
        type: Optional[str] = None
    ) -> List["MemoryProject"]:
        """Get memory items for a project."""
        query = select(cls).where(cls.project_id == project_id)
        if type:
            query = query.where(cls.type == type)
        query = query.order_by(cls.created_at.desc())
        result = await db.execute(query)
        return result.scalars().all()

    @classmethod
    async def get_by_id(cls, db: AsyncSession, item_id: int) -> Optional["MemoryProject"]:
        """Get a memory item by ID."""
        result = await db.execute(select(cls).where(cls.id == item_id))
        return result.scalar_one_or_none()

    @classmethod
    async def create(
        cls,
        db: AsyncSession,
        project_id: int,
        type: str,
        content: str,
        extra_data: Optional[dict] = None,
    ) -> "MemoryProject":
        """Create a new project memory item."""
        item = cls(
            project_id=project_id,
            type=type,
            content=content,
            extra_data=extra_data,
        )
        db.add(item)
        await db.flush()
        await db.refresh(item)
        return item

    @classmethod
    async def update(
        cls,
        db: AsyncSession,
        item_id: int,
        **kwargs
    ) -> Optional["MemoryProject"]:
        """Update a memory item."""
        item = await cls.get_by_id(db, item_id)
        if item:
            for key, value in kwargs.items():
                if hasattr(item, key):
                    setattr(item, key, value)
            await db.flush()
            await db.refresh(item)
        return item

    @classmethod
    async def delete(cls, db: AsyncSession, item_id: int) -> bool:
        """Delete a memory item."""
        item = await cls.get_by_id(db, item_id)
        if item:
            await db.delete(item)
            await db.flush()
            return True
        return False

class MemoryGlobal(Base):
    """Global memory storage (cross-project)."""

    __tablename__ = "memory_global"

    id = Column(Integer, primary_key=True, autoincrement=True)
    type = Column(String(50), nullable=False)  # preference, pattern, solution
    content = Column(Text, nullable=False)
    extra_data = Column("metadata", JSON, nullable=True)  # Renamed to avoid SQLAlchemy reserved name
    usage_count = Column(Integer, default=0)
    created_at = Column(DateTime, default=datetime.utcnow)

    @classmethod
    async def get_all(cls, db: AsyncSession, type: Optional[str] = None) -> List["MemoryGlobal"]:
        """Get all global memory items."""
        query = select(cls)
        if type:
            query = query.where(cls.type == type)
        query = query.order_by(cls.usage_count.desc(), cls.created_at.desc())
        result = await db.execute(query)
        return result.scalars().all()

    @classmethod
    async def get_by_id(cls, db: AsyncSession, item_id: int) -> Optional["MemoryGlobal"]:
        """Get a memory item by ID."""
        result = await db.execute(select(cls).where(cls.id == item_id))
        return result.scalar_one_or_none()

    @classmethod
    async def create(
        cls,
        db: AsyncSession,
        type: str,
        content: str,
        extra_data: Optional[dict] = None,
    ) -> "MemoryGlobal":
        """Create a new global memory item."""
        item = cls(
            type=type,
            content=content,
            extra_data=extra_data,
        )
        db.add(item)
        await db.flush()
        await db.refresh(item)
        return item

    @classmethod
    async def increment_usage(cls, db: AsyncSession, item_id: int) -> None:
        """Increment usage count for a memory item."""
        item = await cls.get_by_id(db, item_id)
        if item:
            item.usage_count += 1
            await db.flush()

    @classmethod
    async def delete(cls, db: AsyncSession, item_id: int) -> bool:
        """Delete a memory item."""
        item = await cls.get_by_id(db, item_id)
        if item:
            await db.delete(item)
            await db.flush()
            return True
        return False

class MemoryInfrastructure(Base):
    """Infrastructure memory storage (servers, Docker, deployment)."""

    __tablename__ = "memory_infrastructure"

    id = Column(Integer, primary_key=True, autoincrement=True)
    name = Column(String(255), nullable=False)
    type = Column(String(50), nullable=False)  # server, docker, database, deployment
    config = Column(JSON, nullable=False)
    projects = Column(JSON, nullable=True)  # Array of project IDs or null for all
    created_at = Column(DateTime, default=datetime.utcnow)
    updated_at = Column(DateTime, default=datetime.utcnow, onupdate=datetime.utcnow)

    @classmethod
    async def get_all(
        cls,
        db: AsyncSession,
        type: Optional[str] = None,
        project_id: Optional[int] = None
    ) -> List["MemoryInfrastructure"]:
        """Get infrastructure configs."""
        query = select(cls)
        if type:
            query = query.where(cls.type == type)
        query = query.order_by(cls.name)
        result = await db.execute(query)
        items = result.scalars().all()

        # Filter by project if specified
        if project_id is not None:
            return [
                item for item in items
                if item.projects is None or project_id in item.projects
            ]
        return items

    @classmethod
    async def get_by_id(cls, db: AsyncSession, config_id: int) -> Optional["MemoryInfrastructure"]:
        """Get an infrastructure config by ID."""
        result = await db.execute(select(cls).where(cls.id == config_id))
        return result.scalar_one_or_none()

    @classmethod
    async def create(
        cls,
        db: AsyncSession,
        name: str,
        type: str,
        config: dict,
        projects: Optional[List[int]] = None,
    ) -> "MemoryInfrastructure":
        """Create a new infrastructure config."""
        item = cls(
            name=name,
            type=type,
            config=config,
            projects=projects,
        )
        db.add(item)
        await db.flush()
        await db.refresh(item)
        return item

    @classmethod
    async def update(
        cls,
        db: AsyncSession,
        config_id: int,
        **kwargs
    ) -> Optional["MemoryInfrastructure"]:
        """Update an infrastructure config."""
        item = await cls.get_by_id(db, config_id)
        if item:
            for key, value in kwargs.items():
                if hasattr(item, key):
                    setattr(item, key, value)
            item.updated_at = datetime.utcnow()
            await db.flush()
            await db.refresh(item)
        return item

    @classmethod
    async def delete(cls, db: AsyncSession, config_id: int) -> bool:
        """Delete an infrastructure config."""
        item = await cls.get_by_id(db, config_id)
        if item:
            await db.delete(item)
            await db.flush()
            return True
        return False


I see the issue. The model uses `extra_data` as the parameter name, but the API is passing `metadata`. The model has the column renamed to avoid SQLAlchemy reserved names. I need to fix the API to use `extra_data` instead of `metadata`:


Edit

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata,
    )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )


The file C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
   121→            status_code=status.HTTP_400_BAD_REQUEST,
   122→            detail=f"Invalid type. Must be one of: {valid_types}"
   123→        )
   124→
   125→    item = await MemoryProject.create(
   126→        db,
   127→        project_id=project_id,
   128→        type=memory.type,
   129→        content=memory.content,
   130→        extra_data=memory.metadata,
   131→    )
   132→    return item
   133→
   134→
   135→@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )

"""
Memory API Router

Handles the three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, common solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel
from datetime import datetime

from services.database import get_db
from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure

router = APIRouter()

# === Project Memory Schemas ===

class ProjectMemoryCreate(BaseModel):
    """Schema for creating project memory item."""
    type: str  # insight, pattern, gotcha, codebase_map
    content: str
    metadata: Optional[dict] = None

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""
    name: str
    type: str  # server, docker, database, deployment
    config: dict
    projects: Optional[List[int]] = None  # None means all projects

class InfrastructureUpdate(BaseModel):
    """Schema for updating infrastructure config."""
    name: Optional[str] = None
    type: Optional[str] = None
    config: Optional[dict] = None
    projects: Optional[List[int]] = None

class InfrastructureResponse(BaseModel):
    """Schema for infrastructure memory response."""
    id: int
    name: str
    type: str
    config: dict
    projects: Optional[List[int]]
    created_at: datetime
    updated_at: datetime

    class Config:
        from_attributes = True

# === Project Memory Endpoints ===

@router.get("/project/{project_id}", response_model=List[ProjectMemoryResponse])
async def get_project_memory(
    project_id: int,
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all memory items for a project."""
    items = await MemoryProject.get_for_project(db, project_id, type=type)
    return items

@router.post("/project/{project_id}", response_model=ProjectMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_project_memory(
    project_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a memory item for a project."""
    valid_types = ["insight", "pattern", "gotcha", "codebase_map"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata,
    )
    return item

@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)
async def update_project_memory(
    project_id: int,
    item_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Update a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata
    )
    return updated

@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project_memory(
    project_id: int,
    item_id: int,
    db: AsyncSession = Depends(get_db)
):
    """Delete a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    await MemoryProject.delete(db, item_id)
    return None

# === Global Memory Endpoints ===

@router.get("/global", response_model=List[GlobalMemoryResponse])
async def get_global_memory(
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all global memory items."""
    items = await MemoryGlobal.get_all(db, type=type)
    return items

@router.post("/global", response_model=GlobalMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_global_memory(
    memory: GlobalMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a global memory item."""
    valid_types = ["preference", "pattern", "solution"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata,
    )
    return item

@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_global_memory(item_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a global memory item."""
    await MemoryGlobal.delete(db, item_id)
    return None

# === Infrastructure Memory Endpoints ===

@router.get("/infrastructure", response_model=List[InfrastructureResponse])
async def get_infrastructure(
    type: Optional[str] = None,
    project_id: Optional[int] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get infrastructure configurations."""
    items = await MemoryInfrastructure.get_all(db, type=type, project_id=project_id)
    return items

@router.post("/infrastructure", response_model=InfrastructureResponse, status_code=status.HTTP_201_CREATED)
async def add_infrastructure(
    config: InfrastructureCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add an infrastructure configuration."""
    valid_types = ["server", "docker", "database", "deployment"]
    if config.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryInfrastructure.create(
        db,
        name=config.name,
        type=config.type,
        config=config.config,
        projects=config.projects,
    )
    return item

@router.put("/infrastructure/{config_id}", response_model=InfrastructureResponse)
async def update_infrastructure(
    config_id: int,
    config: InfrastructureUpdate,
    db: AsyncSession = Depends(get_db)
):
    """Update an infrastructure configuration."""
    item = await MemoryInfrastructure.get_by_id(db, config_id)
    if not item:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Infrastructure config not found"
        )

    updated = await MemoryInfrastructure.update(
        db,
        config_id,
        **config.model_dump(exclude_unset=True)
    )
    return updated

@router.delete("/infrastructure/{config_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_infrastructure(config_id: int, db: AsyncSession = Depends(get_db)):
    """Delete an infrastructure configuration."""
    await MemoryInfrastructure.delete(db, config_id)
    return None


Now I need to fix the same issue for update and also for global memory:


    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata
    )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata
    )


The file C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
   146→            status_code=status.HTTP_404_NOT_FOUND,
   147→            detail="Memory item not found"
   148→        )
   149→
   150→    updated = await MemoryProject.update(
   151→        db, item_id,
   152→        type=memory.type,
   153→        content=memory.content,
   154→        extra_data=memory.metadata
   155→    )
   156→    return updated
   157→
   158→
   159→@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata
    )

"""
Memory API Router

Handles the three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, common solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel
from datetime import datetime

from services.database import get_db
from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure

router = APIRouter()

# === Project Memory Schemas ===

class ProjectMemoryCreate(BaseModel):
    """Schema for creating project memory item."""
    type: str  # insight, pattern, gotcha, codebase_map
    content: str
    metadata: Optional[dict] = None

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""
    name: str
    type: str  # server, docker, database, deployment
    config: dict
    projects: Optional[List[int]] = None  # None means all projects

class InfrastructureUpdate(BaseModel):
    """Schema for updating infrastructure config."""
    name: Optional[str] = None
    type: Optional[str] = None
    config: Optional[dict] = None
    projects: Optional[List[int]] = None

class InfrastructureResponse(BaseModel):
    """Schema for infrastructure memory response."""
    id: int
    name: str
    type: str
    config: dict
    projects: Optional[List[int]]
    created_at: datetime
    updated_at: datetime

    class Config:
        from_attributes = True

# === Project Memory Endpoints ===

@router.get("/project/{project_id}", response_model=List[ProjectMemoryResponse])
async def get_project_memory(
    project_id: int,
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all memory items for a project."""
    items = await MemoryProject.get_for_project(db, project_id, type=type)
    return items

@router.post("/project/{project_id}", response_model=ProjectMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_project_memory(
    project_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a memory item for a project."""
    valid_types = ["insight", "pattern", "gotcha", "codebase_map"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)
async def update_project_memory(
    project_id: int,
    item_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Update a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata
    )
    return updated

@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project_memory(
    project_id: int,
    item_id: int,
    db: AsyncSession = Depends(get_db)
):
    """Delete a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    await MemoryProject.delete(db, item_id)
    return None

# === Global Memory Endpoints ===

@router.get("/global", response_model=List[GlobalMemoryResponse])
async def get_global_memory(
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all global memory items."""
    items = await MemoryGlobal.get_all(db, type=type)
    return items

@router.post("/global", response_model=GlobalMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_global_memory(
    memory: GlobalMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a global memory item."""
    valid_types = ["preference", "pattern", "solution"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata,
    )
    return item

@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_global_memory(item_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a global memory item."""
    await MemoryGlobal.delete(db, item_id)
    return None

# === Infrastructure Memory Endpoints ===

@router.get("/infrastructure", response_model=List[InfrastructureResponse])
async def get_infrastructure(
    type: Optional[str] = None,
    project_id: Optional[int] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get infrastructure configurations."""
    items = await MemoryInfrastructure.get_all(db, type=type, project_id=project_id)
    return items

@router.post("/infrastructure", response_model=InfrastructureResponse, status_code=status.HTTP_201_CREATED)
async def add_infrastructure(
    config: InfrastructureCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add an infrastructure configuration."""
    valid_types = ["server", "docker", "database", "deployment"]
    if config.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryInfrastructure.create(
        db,
        name=config.name,
        type=config.type,
        config=config.config,
        projects=config.projects,
    )
    return item

@router.put("/infrastructure/{config_id}", response_model=InfrastructureResponse)
async def update_infrastructure(
    config_id: int,
    config: InfrastructureUpdate,
    db: AsyncSession = Depends(get_db)
):
    """Update an infrastructure configuration."""
    item = await MemoryInfrastructure.get_by_id(db, config_id)
    if not item:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Infrastructure config not found"
        )

    updated = await MemoryInfrastructure.update(
        db,
        config_id,
        **config.model_dump(exclude_unset=True)
    )
    return updated

@router.delete("/infrastructure/{config_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_infrastructure(config_id: int, db: AsyncSession = Depends(get_db)):
    """Delete an infrastructure configuration."""
    await MemoryInfrastructure.delete(db, config_id)
    return None

db, item_id,
type=memory.type,
content=memory.content,
-        metadata=memory.metadata
+        extra_data=memory.metadata
)
return updated


    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata,
    )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )


The file C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
   198→            status_code=status.HTTP_400_BAD_REQUEST,
   199→            detail=f"Invalid type. Must be one of: {valid_types}"
   200→        )
   201→
   202→    item = await MemoryGlobal.create(
   203→        db,
   204→        type=memory.type,
   205→        content=memory.content,
   206→        extra_data=memory.metadata,
   207→    )
   208→    return item
   209→
   210→
   211→@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )

"""
Memory API Router

Handles the three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, common solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel
from datetime import datetime

from services.database import get_db
from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure

router = APIRouter()

# === Project Memory Schemas ===

class ProjectMemoryCreate(BaseModel):
    """Schema for creating project memory item."""
    type: str  # insight, pattern, gotcha, codebase_map
    content: str
    metadata: Optional[dict] = None

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""
    name: str
    type: str  # server, docker, database, deployment
    config: dict
    projects: Optional[List[int]] = None  # None means all projects

class InfrastructureUpdate(BaseModel):
    """Schema for updating infrastructure config."""
    name: Optional[str] = None
    type: Optional[str] = None
    config: Optional[dict] = None
    projects: Optional[List[int]] = None

class InfrastructureResponse(BaseModel):
    """Schema for infrastructure memory response."""
    id: int
    name: str
    type: str
    config: dict
    projects: Optional[List[int]]
    created_at: datetime
    updated_at: datetime

    class Config:
        from_attributes = True

# === Project Memory Endpoints ===

@router.get("/project/{project_id}", response_model=List[ProjectMemoryResponse])
async def get_project_memory(
    project_id: int,
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all memory items for a project."""
    items = await MemoryProject.get_for_project(db, project_id, type=type)
    return items

@router.post("/project/{project_id}", response_model=ProjectMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_project_memory(
    project_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a memory item for a project."""
    valid_types = ["insight", "pattern", "gotcha", "codebase_map"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)
async def update_project_memory(
    project_id: int,
    item_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Update a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata
    )
    return updated

@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project_memory(
    project_id: int,
    item_id: int,
    db: AsyncSession = Depends(get_db)
):
    """Delete a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    await MemoryProject.delete(db, item_id)
    return None

# === Global Memory Endpoints ===

@router.get("/global", response_model=List[GlobalMemoryResponse])
async def get_global_memory(
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all global memory items."""
    items = await MemoryGlobal.get_all(db, type=type)
    return items

@router.post("/global", response_model=GlobalMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_global_memory(
    memory: GlobalMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a global memory item."""
    valid_types = ["preference", "pattern", "solution"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        metadata=memory.metadata,
    )
    return item

@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_global_memory(item_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a global memory item."""
    await MemoryGlobal.delete(db, item_id)
    return None

# === Infrastructure Memory Endpoints ===

@router.get("/infrastructure", response_model=List[InfrastructureResponse])
async def get_infrastructure(
    type: Optional[str] = None,
    project_id: Optional[int] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get infrastructure configurations."""
    items = await MemoryInfrastructure.get_all(db, type=type, project_id=project_id)
    return items

@router.post("/infrastructure", response_model=InfrastructureResponse, status_code=status.HTTP_201_CREATED)
async def add_infrastructure(
    config: InfrastructureCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add an infrastructure configuration."""
    valid_types = ["server", "docker", "database", "deployment"]
    if config.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryInfrastructure.create(
        db,
        name=config.name,
        type=config.type,
        config=config.config,
        projects=config.projects,
    )
    return item

@router.put("/infrastructure/{config_id}", response_model=InfrastructureResponse)
async def update_infrastructure(
    config_id: int,
    config: InfrastructureUpdate,
    db: AsyncSession = Depends(get_db)
):
    """Update an infrastructure configuration."""
    item = await MemoryInfrastructure.get_by_id(db, config_id)
    if not item:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Infrastructure config not found"
        )

    updated = await MemoryInfrastructure.update(
        db,
        config_id,
        **config.model_dump(exclude_unset=True)
    )
    return updated

@router.delete("/infrastructure/{config_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_infrastructure(config_id: int, db: AsyncSession = Depends(get_db)):
    """Delete an infrastructure configuration."""
    await MemoryInfrastructure.delete(db, config_id)
    return None

db,
type=memory.type,
content=memory.content,
-        metadata=memory.metadata,
+        extra_data=memory.metadata,
)
return item


Now I also need to update the response schemas to map `extra_data` back to `metadata`. Let me check the response model:


    30→
    31→class ProjectMemoryResponse(BaseModel):
    32→    """Schema for project memory response."""
    33→    id: int
    34→    project_id: int
    35→    type: str
    36→    content: str
    37→    metadata: Optional[dict]
    38→    created_at: datetime
    39→
    40→    class Config:
    41→        from_attributes = True
    42→
    43→
    44→# === Global Memory Schemas ===
    45→
    46→class GlobalMemoryCreate(BaseModel):
    47→    """Schema for creating global memory item."""
    48→    type: str  # preference, pattern, solution
    49→    content: str
    50→    metadata: Optional[dict] = None
    51→
    52→
    53→class GlobalMemoryResponse(BaseModel):
    54→    """Schema for global memory response."""
    55→    id: int
    56→    type: str
    57→    content: str
    58→    metadata: Optional[dict]
    59→    usage_count: int
    60→    created_at: datetime
    61→
    62→    class Config:
    63→        from_attributes = True
    64→
    65→
    66→# === Infrastructure Memory Schemas ===
    67→
    68→class InfrastructureCreate(BaseModel):
    69→    """Schema for creating infrastructure config."""

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""


The response models expect `metadata` but the model column is named `extra_data`. I need to add an alias in the response schemas to properly map the column:


from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel
from datetime import datetime

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel, Field
from datetime import datetime


The file C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
     6→- Global Memory: User preferences, cross-project patterns, common solutions
     7→- Infrastructure Memory: Server configs, Docker, deployment targets
     8→"""
     9→
    10→from typing import List, Optional
    11→from fastapi import APIRouter, Depends, HTTPException, status
    12→from sqlalchemy.ext.asyncio import AsyncSession
    13→from pydantic import BaseModel, Field
    14→from datetime import datetime
    15→
    16→from services.database import get_db
    17→from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure
    18→

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel, Field
from datetime import datetime

"""
Memory API Router

Handles the three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, common solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel
from datetime import datetime

from services.database import get_db
from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure

router = APIRouter()

# === Project Memory Schemas ===

class ProjectMemoryCreate(BaseModel):
    """Schema for creating project memory item."""
    type: str  # insight, pattern, gotcha, codebase_map
    content: str
    metadata: Optional[dict] = None

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""
    name: str
    type: str  # server, docker, database, deployment
    config: dict
    projects: Optional[List[int]] = None  # None means all projects

class InfrastructureUpdate(BaseModel):
    """Schema for updating infrastructure config."""
    name: Optional[str] = None
    type: Optional[str] = None
    config: Optional[dict] = None
    projects: Optional[List[int]] = None

class InfrastructureResponse(BaseModel):
    """Schema for infrastructure memory response."""
    id: int
    name: str
    type: str
    config: dict
    projects: Optional[List[int]]
    created_at: datetime
    updated_at: datetime

    class Config:
        from_attributes = True

# === Project Memory Endpoints ===

@router.get("/project/{project_id}", response_model=List[ProjectMemoryResponse])
async def get_project_memory(
    project_id: int,
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all memory items for a project."""
    items = await MemoryProject.get_for_project(db, project_id, type=type)
    return items

@router.post("/project/{project_id}", response_model=ProjectMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_project_memory(
    project_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a memory item for a project."""
    valid_types = ["insight", "pattern", "gotcha", "codebase_map"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)
async def update_project_memory(
    project_id: int,
    item_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Update a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata
    )
    return updated

@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project_memory(
    project_id: int,
    item_id: int,
    db: AsyncSession = Depends(get_db)
):
    """Delete a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    await MemoryProject.delete(db, item_id)
    return None

# === Global Memory Endpoints ===

@router.get("/global", response_model=List[GlobalMemoryResponse])
async def get_global_memory(
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all global memory items."""
    items = await MemoryGlobal.get_all(db, type=type)
    return items

@router.post("/global", response_model=GlobalMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_global_memory(
    memory: GlobalMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a global memory item."""
    valid_types = ["preference", "pattern", "solution"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_global_memory(item_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a global memory item."""
    await MemoryGlobal.delete(db, item_id)
    return None

# === Infrastructure Memory Endpoints ===

@router.get("/infrastructure", response_model=List[InfrastructureResponse])
async def get_infrastructure(
    type: Optional[str] = None,
    project_id: Optional[int] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get infrastructure configurations."""
    items = await MemoryInfrastructure.get_all(db, type=type, project_id=project_id)
    return items

@router.post("/infrastructure", response_model=InfrastructureResponse, status_code=status.HTTP_201_CREATED)
async def add_infrastructure(
    config: InfrastructureCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add an infrastructure configuration."""
    valid_types = ["server", "docker", "database", "deployment"]
    if config.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryInfrastructure.create(
        db,
        name=config.name,
        type=config.type,
        config=config.config,
        projects=config.projects,
    )
    return item

@router.put("/infrastructure/{config_id}", response_model=InfrastructureResponse)
async def update_infrastructure(
    config_id: int,
    config: InfrastructureUpdate,
    db: AsyncSession = Depends(get_db)
):
    """Update an infrastructure configuration."""
    item = await MemoryInfrastructure.get_by_id(db, config_id)
    if not item:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Infrastructure config not found"
        )

    updated = await MemoryInfrastructure.update(
        db,
        config_id,
        **config.model_dump(exclude_unset=True)
    )
    return updated

@router.delete("/infrastructure/{config_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_infrastructure(config_id: int, db: AsyncSession = Depends(get_db)):
    """Delete an infrastructure configuration."""
    await MemoryInfrastructure.delete(db, config_id)
    return None


class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict] = Field(None, alias="extra_data")
    created_at: datetime

    class Config:
        from_attributes = True
        populate_by_name = True


The file C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
    27→    content: str
    28→    metadata: Optional[dict] = None
    29→
    30→
    31→class ProjectMemoryResponse(BaseModel):
    32→    """Schema for project memory response."""
    33→    id: int
    34→    project_id: int
    35→    type: str
    36→    content: str
    37→    metadata: Optional[dict] = Field(None, alias="extra_data")
    38→    created_at: datetime
    39→
    40→    class Config:
    41→        from_attributes = True
    42→        populate_by_name = True
    43→
    44→
    45→# === Global Memory Schemas ===
    46→

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict] = Field(None, alias="extra_data")
    created_at: datetime

    class Config:
        from_attributes = True
        populate_by_name = True

"""
Memory API Router

Handles the three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, common solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel, Field
from datetime import datetime

from services.database import get_db
from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure

router = APIRouter()

# === Project Memory Schemas ===

class ProjectMemoryCreate(BaseModel):
    """Schema for creating project memory item."""
    type: str  # insight, pattern, gotcha, codebase_map
    content: str
    metadata: Optional[dict] = None

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict]
    created_at: datetime

    class Config:
        from_attributes = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""
    name: str
    type: str  # server, docker, database, deployment
    config: dict
    projects: Optional[List[int]] = None  # None means all projects

class InfrastructureUpdate(BaseModel):
    """Schema for updating infrastructure config."""
    name: Optional[str] = None
    type: Optional[str] = None
    config: Optional[dict] = None
    projects: Optional[List[int]] = None

class InfrastructureResponse(BaseModel):
    """Schema for infrastructure memory response."""
    id: int
    name: str
    type: str
    config: dict
    projects: Optional[List[int]]
    created_at: datetime
    updated_at: datetime

    class Config:
        from_attributes = True

# === Project Memory Endpoints ===

@router.get("/project/{project_id}", response_model=List[ProjectMemoryResponse])
async def get_project_memory(
    project_id: int,
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all memory items for a project."""
    items = await MemoryProject.get_for_project(db, project_id, type=type)
    return items

@router.post("/project/{project_id}", response_model=ProjectMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_project_memory(
    project_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a memory item for a project."""
    valid_types = ["insight", "pattern", "gotcha", "codebase_map"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)
async def update_project_memory(
    project_id: int,
    item_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Update a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata
    )
    return updated

@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project_memory(
    project_id: int,
    item_id: int,
    db: AsyncSession = Depends(get_db)
):
    """Delete a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    await MemoryProject.delete(db, item_id)
    return None

# === Global Memory Endpoints ===

@router.get("/global", response_model=List[GlobalMemoryResponse])
async def get_global_memory(
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all global memory items."""
    items = await MemoryGlobal.get_all(db, type=type)
    return items

@router.post("/global", response_model=GlobalMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_global_memory(
    memory: GlobalMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a global memory item."""
    valid_types = ["preference", "pattern", "solution"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_global_memory(item_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a global memory item."""
    await MemoryGlobal.delete(db, item_id)
    return None

# === Infrastructure Memory Endpoints ===

@router.get("/infrastructure", response_model=List[InfrastructureResponse])
async def get_infrastructure(
    type: Optional[str] = None,
    project_id: Optional[int] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get infrastructure configurations."""
    items = await MemoryInfrastructure.get_all(db, type=type, project_id=project_id)
    return items

@router.post("/infrastructure", response_model=InfrastructureResponse, status_code=status.HTTP_201_CREATED)
async def add_infrastructure(
    config: InfrastructureCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add an infrastructure configuration."""
    valid_types = ["server", "docker", "database", "deployment"]
    if config.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryInfrastructure.create(
        db,
        name=config.name,
        type=config.type,
        config=config.config,
        projects=config.projects,
    )
    return item

@router.put("/infrastructure/{config_id}", response_model=InfrastructureResponse)
async def update_infrastructure(
    config_id: int,
    config: InfrastructureUpdate,
    db: AsyncSession = Depends(get_db)
):
    """Update an infrastructure configuration."""
    item = await MemoryInfrastructure.get_by_id(db, config_id)
    if not item:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Infrastructure config not found"
        )

    updated = await MemoryInfrastructure.update(
        db,
        config_id,
        **config.model_dump(exclude_unset=True)
    )
    return updated

@router.delete("/infrastructure/{config_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_infrastructure(config_id: int, db: AsyncSession = Depends(get_db)):
    """Delete an infrastructure configuration."""
    await MemoryInfrastructure.delete(db, config_id)
    return None

+    metadata: Optional[dict] = Field(None, alias="extra_data")


class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict] = Field(None, alias="extra_data")
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True
        populate_by_name = True


The file C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
    50→    content: str
    51→    metadata: Optional[dict] = None
    52→
    53→
    54→class GlobalMemoryResponse(BaseModel):
    55→    """Schema for global memory response."""
    56→    id: int
    57→    type: str
    58→    content: str
    59→    metadata: Optional[dict] = Field(None, alias="extra_data")
    60→    usage_count: int
    61→    created_at: datetime
    62→
    63→    class Config:
    64→        from_attributes = True
    65→        populate_by_name = True
    66→
    67→
    68→# === Infrastructure Memory Schemas ===
    69→

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict] = Field(None, alias="extra_data")
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True
        populate_by_name = True

"""
Memory API Router

Handles the three-tier memory system:
- Project Memory: Session insights, codebase map, patterns, gotchas
- Global Memory: User preferences, cross-project patterns, common solutions
- Infrastructure Memory: Server configs, Docker, deployment targets
"""

from typing import List, Optional
from fastapi import APIRouter, Depends, HTTPException, status
from sqlalchemy.ext.asyncio import AsyncSession
from pydantic import BaseModel, Field
from datetime import datetime

from services.database import get_db
from models.memory import MemoryProject, MemoryGlobal, MemoryInfrastructure

router = APIRouter()

# === Project Memory Schemas ===

class ProjectMemoryCreate(BaseModel):
    """Schema for creating project memory item."""
    type: str  # insight, pattern, gotcha, codebase_map
    content: str
    metadata: Optional[dict] = None

class ProjectMemoryResponse(BaseModel):
    """Schema for project memory response."""
    id: int
    project_id: int
    type: str
    content: str
    metadata: Optional[dict] = Field(None, alias="extra_data")
    created_at: datetime

    class Config:
        from_attributes = True
        populate_by_name = True

# === Global Memory Schemas ===

class GlobalMemoryCreate(BaseModel):
    """Schema for creating global memory item."""
    type: str  # preference, pattern, solution
    content: str
    metadata: Optional[dict] = None

class GlobalMemoryResponse(BaseModel):
    """Schema for global memory response."""
    id: int
    type: str
    content: str
    metadata: Optional[dict]
    usage_count: int
    created_at: datetime

    class Config:
        from_attributes = True

# === Infrastructure Memory Schemas ===

class InfrastructureCreate(BaseModel):
    """Schema for creating infrastructure config."""
    name: str
    type: str  # server, docker, database, deployment
    config: dict
    projects: Optional[List[int]] = None  # None means all projects

class InfrastructureUpdate(BaseModel):
    """Schema for updating infrastructure config."""
    name: Optional[str] = None
    type: Optional[str] = None
    config: Optional[dict] = None
    projects: Optional[List[int]] = None

class InfrastructureResponse(BaseModel):
    """Schema for infrastructure memory response."""
    id: int
    name: str
    type: str
    config: dict
    projects: Optional[List[int]]
    created_at: datetime
    updated_at: datetime

    class Config:
        from_attributes = True

# === Project Memory Endpoints ===

@router.get("/project/{project_id}", response_model=List[ProjectMemoryResponse])
async def get_project_memory(
    project_id: int,
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all memory items for a project."""
    items = await MemoryProject.get_for_project(db, project_id, type=type)
    return items

@router.post("/project/{project_id}", response_model=ProjectMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_project_memory(
    project_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a memory item for a project."""
    valid_types = ["insight", "pattern", "gotcha", "codebase_map"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryProject.create(
        db,
        project_id=project_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.put("/project/{project_id}/{item_id}", response_model=ProjectMemoryResponse)
async def update_project_memory(
    project_id: int,
    item_id: int,
    memory: ProjectMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Update a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    updated = await MemoryProject.update(
        db, item_id,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata
    )
    return updated

@router.delete("/project/{project_id}/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project_memory(
    project_id: int,
    item_id: int,
    db: AsyncSession = Depends(get_db)
):
    """Delete a project memory item."""
    item = await MemoryProject.get_by_id(db, item_id)
    if not item or item.project_id != project_id:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Memory item not found"
        )

    await MemoryProject.delete(db, item_id)
    return None

# === Global Memory Endpoints ===

@router.get("/global", response_model=List[GlobalMemoryResponse])
async def get_global_memory(
    type: Optional[str] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get all global memory items."""
    items = await MemoryGlobal.get_all(db, type=type)
    return items

@router.post("/global", response_model=GlobalMemoryResponse, status_code=status.HTTP_201_CREATED)
async def add_global_memory(
    memory: GlobalMemoryCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add a global memory item."""
    valid_types = ["preference", "pattern", "solution"]
    if memory.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryGlobal.create(
        db,
        type=memory.type,
        content=memory.content,
        extra_data=memory.metadata,
    )
    return item

@router.delete("/global/{item_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_global_memory(item_id: int, db: AsyncSession = Depends(get_db)):
    """Delete a global memory item."""
    await MemoryGlobal.delete(db, item_id)
    return None

# === Infrastructure Memory Endpoints ===

@router.get("/infrastructure", response_model=List[InfrastructureResponse])
async def get_infrastructure(
    type: Optional[str] = None,
    project_id: Optional[int] = None,
    db: AsyncSession = Depends(get_db)
):
    """Get infrastructure configurations."""
    items = await MemoryInfrastructure.get_all(db, type=type, project_id=project_id)
    return items

@router.post("/infrastructure", response_model=InfrastructureResponse, status_code=status.HTTP_201_CREATED)
async def add_infrastructure(
    config: InfrastructureCreate,
    db: AsyncSession = Depends(get_db)
):
    """Add an infrastructure configuration."""
    valid_types = ["server", "docker", "database", "deployment"]
    if config.type not in valid_types:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid type. Must be one of: {valid_types}"
        )

    item = await MemoryInfrastructure.create(
        db,
        name=config.name,
        type=config.type,
        config=config.config,
        projects=config.projects,
    )
    return item

@router.put("/infrastructure/{config_id}", response_model=InfrastructureResponse)
async def update_infrastructure(
    config_id: int,
    config: InfrastructureUpdate,
    db: AsyncSession = Depends(get_db)
):
    """Update an infrastructure configuration."""
    item = await MemoryInfrastructure.get_by_id(db, config_id)
    if not item:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail="Infrastructure config not found"
        )

    updated = await MemoryInfrastructure.update(
        db,
        config_id,
        **config.model_dump(exclude_unset=True)
    )
    return updated

@router.delete("/infrastructure/{config_id}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_infrastructure(config_id: int, db: AsyncSession = Depends(get_db)):
    """Delete an infrastructure configuration."""
    await MemoryInfrastructure.delete(db, config_id)
    return None


Now let me restart the backend for the changes to take effect. First, let me test the API directly:


Bash

curl -s -X POST http://localhost:8000/api/memory/project/5 -H "Content-Type: application/json" -d '{"type": "insight", "content": "UNIQUE_MEMORY_ITEM_ABC123: This is a test memory item to verify real database persistence"}' 2>&1

Test memory API after fix


Internal Server Error


Still getting error. The backend needs to be restarted for Python changes to take effect. Let me check the backend output:


Check backend error logs


  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\starlette\routing.py", line 736, in app
    await route.handle(scope, receive, send)
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\starlette\routing.py", line 290, in handle
    await self.app(scope, receive, send)
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\fastapi\routing.py", line 115, in app
    await wrap_app_handling_exceptions(app, request)(scope, receive, send)
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\starlette\_exception_handler.py", line 53, in wrapped_app
    raise exc
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\starlette\_exception_handler.py", line 42, in wrapped_app
    await app(scope, receive, sender)
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\fastapi\routing.py", line 101, in app
    response = await f(request)
               ^^^^^^^^^^^^^^^^
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\fastapi\routing.py", line 355, in app
    raw_response = await run_endpoint_function(
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    ...<3 lines>...
    )
    ^
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\venv\Lib\site-packages\fastapi\routing.py", line 243, in run_endpoint_function
    return await dependant.call(**values)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\memory.py", line 125, in add_project_memory
        )

    ...<5 lines>...
        content=memory.content,

TypeError: MemoryProject.create() got an unexpected keyword argument 'metadata'


The backend is still running with the old code. Python needs a restart to pick up changes (unlike Vite's HMR for frontend). Let me kill the current process and restart it:


<task-notification>
<task-id>b7b5e85</task-id>
<output-file>C:\Users\MIKESW~1\AppData\Local\Temp\claude\C--Users-MikeSwanson-AutoBuilder-My-Auto-Builder\tasks\b7b5e85.output</output-file>
<status>killed</status>
<summary>Background command "Start frontend dev server" was killed.</summary>
</task-notification>
Read the output file to retrieve the result: C:\Users\MIKESW~1\AppData\Local\Temp\claude\C--Users-MikeSwanson-AutoBuilder-My-Auto-Builder\tasks\b7b5e85.output


Successfully killed shell: b7b5e85 (cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/frontend && npm run dev &
sleep 5
echo "Frontend started")


cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/frontend && npm run dev &
sleep 5
echo "Frontend started"
echo "Starting Python backend..."
cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/backend
source venv/Scripts/activate && python -m uvicorn main:app --host 127.0.0.1 --port 8000 2>&1 | while IFS= read -r line; do echo "Backend: $line"; done &
sleep 3
echo "Backend started"

Restart both frontend and backend servers


Error: Command 'read' is not in the allowed commands list


Let me try a simpler approach to restart the servers:


cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/frontend && npm run dev

Start frontend dev server


Command running in background with ID: bc51f89. Output is being written to: C:\Users\MIKESW~1\AppData\Local\Temp\claude\C--Users-MikeSwanson-AutoBuilder-My-Auto-Builder\tasks\bc51f89.output


cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/backend && source venv/Scripts/activate && python -m uvicorn main:app --host 127.0.0.1 --port 8000

Start backend server


Error: Command 'source' is not in the allowed commands list


cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/backend && ./venv/Scripts/python.exe -m uvicorn main:app --host 127.0.0.1 --port 8000

Start backend server


Error: Command 'python.exe' is not in the allowed commands list


cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/backend && ./venv/Scripts/uvicorn main:app --host 127.0.0.1 --port 8000

Start backend server using uvicorn directly


Error: Command 'uvicorn' is not in the allowed commands list


Let me try using python command:


cd /c/Users/MikeSwanson/AutoBuilder/My-Auto-Builder/backend && python -m uvicorn main:app --host 127.0.0.1 --port 8000

Start backend server


Command running in background with ID: b2cf917. Output is being written to: C:\Users\MIKESW~1\AppData\Local\Temp\claude\C--Users-MikeSwanson-AutoBuilder-My-Auto-Builder\tasks\b2cf917.output


sleep 3 && curl -s http://localhost:8000/health

Wait and check backend health


<task-notification>
<task-id>b2cf917</task-id>
<output-file>C:\Users\MIKESW~1\AppData\Local\Temp\claude\C--Users-MikeSwanson-AutoBuilder-My-Auto-Builder\tasks\b2cf917.output</output-file>
<status>failed</status>
<summary>Background command "Start backend server" failed with exit code 1.</summary>
</task-notification>
Read the output file to retrieve the result: C:\Users\MIKESW~1\AppData\Local\Temp\claude\C--Users-MikeSwanson-AutoBuilder-My-Auto-Builder\tasks\b2cf917.output


Backend is running. Now let me test the memory API:


curl -s -X POST http://localhost:8000/api/memory/project/5 -H "Content-Type: application/json" -d '{"type": "insight", "content": "UNIQUE_MEMORY_ITEM_ABC123: This is a test memory item to verify real database persistence"}'

Test memory API after fix


Let me check the new backend output for the error:


     1→[stderr] Traceback (most recent call last):
     2→[stderr]   File "<frozen runpy>", line 198, in _run_module_as_main
     3→  File "<frozen runpy>", line 88, in _run_code
     4→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\__main__.py", line 4, in <module>
     5→    uvicorn.main()
     6→    ~~~~~~~~~~~~^^
     7→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 1485, in __call__
     8→    return self.main(*args, **kwargs)
     9→           ~~~~~~~~~^^^^^^^^^^^^^^^^^
    10→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 1406, in main
    11→    rv = self.invoke(ctx)
    12→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 1269, in invoke
    13→    return ctx.invoke(self.callback, **ctx.params)
    14→           ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    15→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 824, in invoke
    16→    return callback(*args, **kwargs)
    17→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\main.py", line 424, in main
    18→    run(
    19→    ~~~^
    20→        app,
    21→        ^^^^
    22→    ...<46 lines>...
    23→        h11_max_incomplete_event_size=h11_max_incomplete_event_size,
    24→        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    25→    )
    26→    ^
    27→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\main.py", line 594, in run
    28→    server.run()
    29→    ~~~~~~~~~~^^
    30→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\server.py", line 67, in run
    31→    return asyncio_run(self.serve(sockets=sockets), loop_factory=self.config.get_loop_factory())
    32→  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\runners.py", line 195, in run
    33→    return runner.run(main)
    34→           ~~~~~~~~~~^^^^^^
    35→  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\runners.py", line 118, in run
    36→    return self._loop.run_until_complete(task)
    37→           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^
    38→  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\base_events.py", line 725, in run_until_complete
    39→    return future.result()
    40→           ~~~~~~~~~~~~~^^
    41→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\server.py", line 71, in serve
    42→    await self._serve(sockets)
    43→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\server.py", line 78, in _serve
    44→    config.load()
    45→    ~~~~~~~~~~~^^
    46→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\config.py", line 439, in load
    47→    self.loaded_app = import_from_string(self.app)
    48→                      ~~~~~~~~~~~~~~~~~~^^^^^^^^^^
    49→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\importer.py", line 22, in import_from_string
    50→    raise exc from None
    51→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\importer.py", line 19, in import_from_string
    52→    module = importlib.import_module(module_str)
    53→  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\importlib\__init__.py", line 88, in import_module
    54→    return _bootstrap._gcd_import(name[level:], package, level)
    55→           ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    56→  File "<frozen importlib._bootstrap>", line 1387, in _gcd_import
    57→  File "<frozen importlib._bootstrap>", line 1360, in _find_and_load
    58→  File "<frozen importlib._bootstrap>", line 1331, in _find_and_load_unlocked
    59→  File "<frozen importlib._bootstrap>", line 935, in _load_unlocked
    60→  File "<frozen importlib._bootstrap_external>", line 1027, in exec_module
    61→  File "<frozen importlib._bootstrap>", line 488, in _call_with_frames_removed
    62→  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\main.py", line 14, in <module>
    63→    from api import projects, specs, tasks, agents, memory, notifications, settings
    64→  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\projects.py", line 13, in <module>
    65→    from services.database import get_db
    66→  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\services\database.py", line 17, in <module>
    67→    engine = create_async_engine(
    68→        DATABASE_URL,
    69→        echo=False,  # Set to True for SQL debugging
    70→        future=True,
    71→    )
    72→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\ext\asyncio\engine.py", line 120, in create_async_engine
    73→    sync_engine = _create_engine(url, **kw)
    74→  File "<string>", line 2, in create_engine
    75→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\util\deprecations.py", line 281, in warned
    76→    return fn(*args, **kwargs)  # type: ignore[no-any-return]
    77→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\engine\create.py", line 617, in create_engine
    78→    dbapi = dbapi_meth(**dbapi_args)
    79→  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\dialects\sqlite\aiosqlite.py", line 416, in import_dbapi
    80→    __import__("aiosqlite"), __import__("sqlite3")
    81→    ~~~~~~~~~~^^^^^^^^^^^^^
    82→ModuleNotFoundError: No module named 'aiosqlite'
    83→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

[stderr] Traceback (most recent call last):
[stderr]   File "<frozen runpy>", line 198, in _run_module_as_main
  File "<frozen runpy>", line 88, in _run_code
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\__main__.py", line 4, in <module>
    uvicorn.main()
    ~~~~~~~~~~~~^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 1485, in __call__
    return self.main(*args, **kwargs)
           ~~~~~~~~~^^^^^^^^^^^^^^^^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 1406, in main
    rv = self.invoke(ctx)
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 1269, in invoke
    return ctx.invoke(self.callback, **ctx.params)
           ~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\click\core.py", line 824, in invoke
    return callback(*args, **kwargs)
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\main.py", line 424, in main
    run(
    ~~~^
        app,
        ^^^^
    ...<46 lines>...
        h11_max_incomplete_event_size=h11_max_incomplete_event_size,
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    )
    ^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\main.py", line 594, in run
    server.run()
    ~~~~~~~~~~^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\server.py", line 67, in run
    return asyncio_run(self.serve(sockets=sockets), loop_factory=self.config.get_loop_factory())
  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\runners.py", line 195, in run
    return runner.run(main)
           ~~~~~~~~~~^^^^^^
  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\runners.py", line 118, in run
    return self._loop.run_until_complete(task)
           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^
  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\asyncio\base_events.py", line 725, in run_until_complete
    return future.result()
           ~~~~~~~~~~~~~^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\server.py", line 71, in serve
    await self._serve(sockets)
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\server.py", line 78, in _serve
    config.load()
    ~~~~~~~~~~~^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\config.py", line 439, in load
    self.loaded_app = import_from_string(self.app)
                      ~~~~~~~~~~~~~~~~~~^^^^^^^^^^
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\importer.py", line 22, in import_from_string
    raise exc from None
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\uvicorn\importer.py", line 19, in import_from_string
    module = importlib.import_module(module_str)
  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.13_3.13.2544.0_x64__qbz5n2kfra8p0\Lib\importlib\__init__.py", line 88, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
           ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "<frozen importlib._bootstrap>", line 1387, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1360, in _find_and_load
  File "<frozen importlib._bootstrap>", line 1331, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 935, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 1027, in exec_module
  File "<frozen importlib._bootstrap>", line 488, in _call_with_frames_removed
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\main.py", line 14, in <module>
    from api import projects, specs, tasks, agents, memory, notifications, settings
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\api\projects.py", line 13, in <module>
    from services.database import get_db
  File "C:\Users\MikeSwanson\AutoBuilder\My-Auto-Builder\backend\services\database.py", line 17, in <module>
    engine = create_async_engine(
        DATABASE_URL,
        echo=False,  # Set to True for SQL debugging
        future=True,
    )
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\ext\asyncio\engine.py", line 120, in create_async_engine
    sync_engine = _create_engine(url, **kw)
  File "<string>", line 2, in create_engine
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\util\deprecations.py", line 281, in warned
    return fn(*args, **kwargs)  # type: ignore[no-any-return]
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\engine\create.py", line 617, in create_engine
    dbapi = dbapi_meth(**dbapi_args)
  File "C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocoder-2.0\venv\Lib\site-packages\sqlalchemy\dialects\sqlite\aiosqlite.py", line 416, in import_dbapi
    __import__("aiosqlite"), __import__("sqlite3")
    ~~~~~~~~~~^^^^^^^^^^^^^
ModuleNotFoundError: No module named 'aiosqlite'


The backend started from the wrong venv (a different project's venv). The original backend should still be running since we killed the shell that ran `npm run dev` in background, but the backend was started by that shell. Let me check if the original backend is still running:


Check if backend is still running


The original backend is still running. The issue is that it still has the old code. Let me look at how the project runs the backend and restart properly - the npm script might launch the backend too: