diff --git a/Docs/Backend-Development.md b/Docs/Backend-Development.md
index 7d10404..99a4c4e 100644
--- a/Docs/Backend-Development.md
+++ b/Docs/Backend-Development.md
@@ -521,6 +521,129 @@ total_pages = compute_total_pages(total, page_size)
 
 ---
 
+## 4.2 Error Response Schema
+
+All error responses use a consistent machine-readable format that enables frontend code to branch reliably on error conditions without string-parsing error detail text.
+
+### Error Response Format
+
+Every non-2xx HTTP response body is a JSON object with this structure:
+
+```json
+{
+  "code": "jail_not_found",
+  "detail": "Jail 'example' not found",
+  "metadata": {
+    "jail_name": "example"
+  }
+}
+```
+
+**Fields:**
+- **`code`** (string, required): Machine-readable error code for client-side branching. Examples: `jail_not_found`, `rate_limit_exceeded`, `authentication_required`.
+- **`detail`** (string, required): Human-readable error message. Safe for displaying to users.
+- **`metadata`** (object, optional): Structured context data relevant to the error. Only includes data safe for client consumption (no sensitive internal state). Examples: offending parameter names, resource identifiers, time windows.
+
+### Exception Hierarchy & Error Codes
+
+All domain exceptions inherit from `DomainError` (defined in `backend/app/exceptions.py`) and are organized by HTTP status category:
+
+| HTTP Status | Category Class | Error Codes | Use Case |
+|---|---|---|---|
+| **404** | `NotFoundError` | `not_found`, `jail_not_found`, `filter_not_found`, `action_not_found`, `config_file_not_found`, `blocklist_source_not_found`, `history_not_found` | Requested resource does not exist |
+| **400** | `BadRequestError` | `invalid_input`, `config_validation_failed`, `config_operation_failed`, `jail_name_invalid`, `filter_name_invalid`, `action_name_invalid`, `config_file_name_invalid`, `filter_invalid_regex` | Invalid input, validation failure, malformed request |
+| **409** | `ConflictError` | `conflict`, `jail_operation_failed`, `jail_already_active`, `jail_already_inactive`, `jail_not_in_config`, `action_already_exists`, `filter_already_exists`, `config_file_exists` | State conflict, resource already exists, invalid state transition |
+| **500** | `OperationError` | `operation_failed`, `config_write_failed`, `config_file_write_failed`, `server_operation_failed`, `fail2ban_protocol_error` | Operation failure, write errors, unexpected failures |
+| **503** | `ServiceUnavailableError` | `service_unavailable`, `config_dir_unavailable`, `fail2ban_unreachable` | Infrastructure/external service issues, temporary unavailability |
+| **401** | `AuthenticationError` | `authentication_required` | Authentication or authorization failure, invalid/expired credentials |
+| **429** | `RateLimitError` | `rate_limit_exceeded` | Rate limit exceeded, too many requests |
+
+### Implementing Error Handlers
+
+Every exception category has a corresponding exception handler registered in `backend/app/main.py`. When a domain exception is raised:
+
+1. FastAPI's exception handling middleware catches it.
+2. The registered handler converts it to an `ErrorResponse` with HTTP status code.
+3. The response is serialized as JSON with `code`, `detail`, and `metadata` fields.
+
+**Pattern for service code:**
+
+```python
+from app.exceptions import JailNotFoundError, ConfigValidationError
+
+async def get_jail(name: str) -> Jail:
+    """Raises JailNotFoundError if jail not found."""
+    jail = await db.fetchone("SELECT * FROM jails WHERE name = ?", (name,))
+    if jail is None:
+        raise JailNotFoundError(name)  # HTTP 404, code='jail_not_found'
+    return jail
+
+async def apply_config(config: JailConfig) -> None:
+    """Raises ConfigValidationError if invalid."""
+    if not config.filter_name:
+        raise ConfigValidationError("filter_name is required")  # HTTP 400, code='config_validation_failed'
+```
+
+### Adding New Exception Types
+
+1. **Choose the appropriate category** based on the HTTP status (NotFoundError for 404, BadRequestError for 400, etc.).
+2. **Create a subclass** in `backend/app/exceptions.py`:
+
+```python
+class MySpecificError(BadRequestError):
+    """Raised when X happens."""
+    
+    error_code: str = "my_specific_error"
+    
+    def __init__(self, detail_msg: str, **context) -> None:
+        self.context = context
+        super().__init__(detail_msg)
+    
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        """Return only safe, relevant metadata."""
+        return {k: v for k, v in self.context.items() if k in ("offending_value", "constraint")}
+```
+
+3. **Use explicit error codes** — Don't derive them from the class name. This makes them self-documenting and prevents breakage on class renames.
+4. **Implement `get_error_metadata()`** — Return only data safe for client consumption. Never leak internal state, file paths, or system details.
+5. **Raise from service code** — Never from repositories or utils. Exceptions represent business logic violations, not infrastructure errors.
+
+**What NOT to do:**
+- ❌ Don't raise `HTTPException` from service code (bypass the ErrorResponse format).
+- ❌ Don't put sensitive information in `metadata` (database paths, SQL, internal IDs).
+- ❌ Don't derive error codes from class names using regex (fragile and non-self-documenting).
+
+### Frontend Error Parsing
+
+The frontend `ApiError` class parses error responses automatically:
+
+```typescript
+import { api } from "src/api/client";
+
+try {
+  const jail = await api.get("/jails/example");
+} catch (error) {
+  if (error instanceof ApiError) {
+    const code = error.errorResponse?.code;
+    
+    if (code === "jail_not_found") {
+      // Handle not found
+      console.log("Jail does not exist:", error.errorResponse?.metadata?.jail_name);
+    } else if (code === "rate_limit_exceeded") {
+      // Handle rate limit
+      showRateLimitModal();
+    } else if (code === "authentication_required") {
+      // Handle auth — the frontend framework auto-redirects to /login
+      redirectToLogin();
+    }
+  }
+}
+```
+
+The `errorResponse` field contains the parsed error object with `code`, `detail`, and `metadata` fields, enabling reliable machine-readable branching.
+
+---
+
 ## 5. Pydantic Models
 
 ### Base Class
diff --git a/Docs/Tasks.md b/Docs/Tasks.md
index 14a9639..832ac0b 100644
--- a/Docs/Tasks.md
+++ b/Docs/Tasks.md
@@ -1,24 +1,3 @@
-
-## 26) Pagination contract is not standardized across endpoints
-- Where found:
-	- [backend/app/routers/dashboard.py](backend/app/routers/dashboard.py)
-	- [backend/app/routers/history.py](backend/app/routers/history.py)
-	- [backend/app/routers/blocklist.py](backend/app/routers/blocklist.py)
-- Why this is needed:
-	- Different pagination patterns increase frontend complexity.
-- Goal:
-	- Use one shared paginated response model.
-- What to do:
-	- Introduce common pagination schema and query parameter policy.
-- Possible traps and issues:
-	- Existing endpoint consumers may require transition period.
-- Docs changes needed:
-	- Add pagination API spec.
-- Doc references:
-	- [Docs/Backend-Development.md](Docs/Backend-Development.md)
-
----
-
 ## 27) Error response body shape is inconsistent
 - Where found:
 	- [backend/app/main.py](backend/app/main.py)
diff --git a/backend/app/exceptions.py b/backend/app/exceptions.py
index fea06c2..349182c 100644
--- a/backend/app/exceptions.py
+++ b/backend/app/exceptions.py
@@ -10,11 +10,17 @@ All domain exceptions inherit from one of these base categories:
 - **ConflictError** (409): State conflict, resource already exists, invalid state transition
 - **OperationError** (500): Operation failure, write errors
 - **ServiceUnavailableError** (503): Infrastructure/external service issues
+- **AuthenticationError** (401): Authentication or authorization failure
+- **RateLimitError** (429): Rate limit exceeded
 
 Service exceptions inherit from the appropriate category, allowing routers to
 handle categories rather than individual exception types. Exception handlers in
 main.py register only base category types.
 
+Every exception class has:
+- **error_code**: A machine-readable error code for client-side branching
+- **get_error_metadata()**: Returns structured metadata for the API response
+
 Example:
     def get_jail(name: str) -> Jail:
         # Raises JailNotFoundError (subclass of NotFoundError)
@@ -22,52 +28,84 @@ Example:
 
     @app.exception_handler(NotFoundError)
     async def handle_not_found(request, exc):
-        return JSONResponse(status_code=404, content={"detail": str(exc)})
+        return JSONResponse(status_code=404, content=ErrorResponse(
+            code=exc.error_code,
+            detail=str(exc),
+            metadata=exc.get_error_metadata()
+        ).model_dump())
 
 See Backend-Development.md for the complete exception contract.
 """
 
 from __future__ import annotations
 
+
 # ---------------------------------------------------------------------------
 # Exception Base Classes (Categories)
 # ---------------------------------------------------------------------------
 
 
 class DomainError(Exception):
-    """Base class for all domain exceptions."""
+    """Base class for all domain exceptions.
+    
+    All domain exceptions must:
+    1. Define an `error_code` class attribute (machine-readable error code)
+    2. Implement `get_error_metadata()` to return structured error context
+    """
 
-    pass
+    error_code: str = "internal_error"
+
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        """Return structured metadata for the API error response.
+        
+        Subclasses should override to expose only safe, relevant metadata.
+        
+        Returns:
+            A dictionary of metadata key-value pairs safe for client consumption.
+        """
+        return {}
 
 
 class NotFoundError(DomainError):
     """Raised when a requested domain entity is not found. HTTP 404."""
 
-    pass
+    error_code: str = "not_found"
 
 
 class BadRequestError(DomainError):
     """Raised for invalid input, validation failures, or invalid identifiers. HTTP 400."""
 
-    pass
+    error_code: str = "invalid_input"
 
 
 class ConflictError(DomainError):
     """Raised for state conflicts or resource constraints. HTTP 409."""
 
-    pass
+    error_code: str = "conflict"
 
 
 class OperationError(DomainError):
     """Raised when a domain operation fails (write, update, etc.). HTTP 500."""
 
-    pass
+    error_code: str = "operation_failed"
 
 
 class ServiceUnavailableError(DomainError):
     """Raised for infrastructure or external service issues. HTTP 503."""
 
-    pass
+    error_code: str = "service_unavailable"
+
+
+class AuthenticationError(DomainError):
+    """Raised for authentication or authorization failures. HTTP 401."""
+
+    error_code: str = "authentication_required"
+
+
+class RateLimitError(DomainError):
+    """Raised when a client exceeds rate limits. HTTP 429."""
+
+    error_code: str = "rate_limit_exceeded"
 
 
 # ---------------------------------------------------------------------------
@@ -78,30 +116,45 @@ class ServiceUnavailableError(DomainError):
 class JailNotFoundError(NotFoundError):
     """Raised when a requested jail name does not exist."""
 
+    error_code: str = "jail_not_found"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Jail not found: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"jail_name": self.name}
+
 
 class JailOperationError(ConflictError):
     """Raised when a jail state operation fails (e.g. start/stop already in progress)."""
 
+    error_code: str = "jail_operation_failed"
+
 
 class ConfigValidationError(BadRequestError):
     """Raised when config values fail validation before applying."""
 
+    error_code: str = "config_validation_failed"
+
 
 class ConfigOperationError(BadRequestError):
     """Raised when a config payload update or command fails."""
 
+    error_code: str = "config_operation_failed"
+
 
 class ConfigDirError(ServiceUnavailableError):
     """Raised when the fail2ban config directory is missing or inaccessible."""
 
+    error_code: str = "config_dir_unavailable"
+
 
 class ConfigFileNotFoundError(NotFoundError):
     """Raised when a requested config file does not exist."""
 
+    error_code: str = "config_file_not_found"
+
     def __init__(self, filename: str) -> None:
         """Initialize with the filename that was not found.
 
@@ -111,10 +164,15 @@ class ConfigFileNotFoundError(NotFoundError):
         self.filename = filename
         super().__init__(f"Config file not found: {filename!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"filename": self.filename}
+
 
 class ConfigFileExistsError(ConflictError):
     """Raised when trying to create a file that already exists."""
 
+    error_code: str = "config_file_exists"
+
     def __init__(self, filename: str) -> None:
         """Initialize with the filename that already exists.
 
@@ -124,22 +182,33 @@ class ConfigFileExistsError(ConflictError):
         self.filename = filename
         super().__init__(f"Config file already exists: {filename!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"filename": self.filename}
+
 
 class ConfigFileWriteError(OperationError):
     """Raised when a file cannot be written (permissions, disk full, etc.)."""
 
+    error_code: str = "config_file_write_failed"
+
 
 class ConfigFileNameError(BadRequestError):
     """Raised when a supplied filename is invalid or unsafe."""
 
+    error_code: str = "config_file_name_invalid"
+
 
 class ServerOperationError(BadRequestError):
     """Raised when a server control command (e.g. refresh) fails."""
 
+    error_code: str = "server_operation_failed"
+
 
 class Fail2BanConnectionError(ServiceUnavailableError):
     """Raised when the fail2ban socket is unreachable or returns an error."""
 
+    error_code: str = "fail2ban_unreachable"
+
     def __init__(self, message: str, socket_path: str) -> None:
         """Initialize with a human-readable message and the socket path.
 
@@ -150,112 +219,215 @@ class Fail2BanConnectionError(ServiceUnavailableError):
         self.socket_path: str = socket_path
         super().__init__(f"{message} (socket: {socket_path})")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"socket_path": self.socket_path}
+
 
 class Fail2BanProtocolError(ServiceUnavailableError):
     """Raised when the response from fail2ban cannot be parsed."""
 
+    error_code: str = "fail2ban_protocol_error"
+
 
 class FilterInvalidRegexError(BadRequestError):
     """Raised when a regex pattern fails to compile."""
 
+    error_code: str = "filter_invalid_regex"
+
     def __init__(self, pattern: str, error: str) -> None:
         """Initialize with the invalid pattern and compile error."""
         self.pattern = pattern
         self.error = error
         super().__init__(f"Invalid regex {pattern!r}: {error}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"pattern": self.pattern, "error": self.error}
+
 
 class JailNotFoundInConfigError(NotFoundError):
     """Raised when the requested jail name is not defined in any config file."""
 
+    error_code: str = "jail_not_in_config"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Jail not found in config: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"jail_name": self.name}
+
 
 class ConfigWriteError(OperationError):
     """Raised when writing a configuration file modification fails."""
 
+    error_code: str = "config_write_failed"
+
     def __init__(self, message: str) -> None:
         self.message = message
         super().__init__(message)
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"message": self.message}
+
 
 class JailNameError(BadRequestError):
     """Raised when a jail name contains invalid characters."""
 
+    error_code: str = "jail_name_invalid"
+
 
 class JailAlreadyActiveError(ConflictError):
     """Raised when trying to activate a jail that is already active."""
 
+    error_code: str = "jail_already_active"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Jail is already active: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"jail_name": self.name}
+
 
 class JailAlreadyInactiveError(ConflictError):
     """Raised when trying to deactivate a jail that is already inactive."""
 
+    error_code: str = "jail_already_inactive"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Jail is already inactive: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"jail_name": self.name}
+
 
 class FilterNotFoundError(NotFoundError):
     """Raised when the requested filter name is not found."""
 
+    error_code: str = "filter_not_found"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Filter not found: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"filter_name": self.name}
+
 
 class FilterAlreadyExistsError(ConflictError):
     """Raised when trying to create a filter whose `.conf` or `.local` already exists."""
 
+    error_code: str = "filter_already_exists"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Filter already exists: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"filter_name": self.name}
+
 
 class FilterNameError(BadRequestError):
     """Raised when a filter name contains invalid characters."""
 
+    error_code: str = "filter_name_invalid"
+
 
 class FilterReadonlyError(ConflictError):
     """Raised when trying to delete a shipped `.conf` filter with no `.local` override."""
 
+    error_code: str = "filter_readonly"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(
             f"Filter {name!r} is a shipped default (.conf only); only user-created .local files can be deleted."
         )
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"filter_name": self.name}
+
 
 class ActionNotFoundError(NotFoundError):
     """Raised when the requested action name is not found."""
 
+    error_code: str = "action_not_found"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Action not found: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"action_name": self.name}
+
 
 class ActionAlreadyExistsError(ConflictError):
     """Raised when trying to create an action whose `.conf` or `.local` already exists."""
 
+    error_code: str = "action_already_exists"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(f"Action already exists: {name!r}")
 
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"action_name": self.name}
+
 
 class ActionNameError(BadRequestError):
     """Raised when an action name contains invalid characters."""
 
+    error_code: str = "action_name_invalid"
+
 
 class ActionReadonlyError(ConflictError):
     """Raised when trying to delete a shipped `.conf` action with no `.local` override."""
 
+    error_code: str = "action_readonly"
+
     def __init__(self, name: str) -> None:
         self.name = name
         super().__init__(
             f"Action {name!r} is a shipped default (.conf only); only user-created .local files can be deleted."
         )
+
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"action_name": self.name}
+
+
+
+class SetupAlreadyCompleteError(ConflictError):
+    """Raised when attempting to run setup when it has already been completed."""
+
+    error_code: str = "setup_already_complete"
+
+    def __init__(self) -> None:
+        super().__init__("Setup has already been completed.")
+
+
+
+class BlocklistSourceNotFoundError(NotFoundError):
+    """Raised when a blocklist source is not found."""
+
+    error_code: str = "blocklist_source_not_found"
+
+    def __init__(self, source_id: int) -> None:
+        self.source_id = source_id
+        super().__init__(f"Blocklist source not found: {source_id}")
+
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"source_id": self.source_id}
+
+
+class HistoryNotFoundError(NotFoundError):
+    """Raised when no history is found for the given IP."""
+
+    error_code: str = "history_not_found"
+
+    def __init__(self, ip: str) -> None:
+        self.ip = ip
+        super().__init__(f"No history found for IP: {ip}")
+
+    def get_error_metadata(self) -> dict[str, str | int | float | bool | None]:
+        return {"ip": self.ip}
diff --git a/backend/app/main.py b/backend/app/main.py
index 17a34f0..31621f6 100644
--- a/backend/app/main.py
+++ b/backend/app/main.py
@@ -22,7 +22,7 @@ if TYPE_CHECKING:
     from starlette.responses import Response as StarletteResponse
 
 import structlog
-from fastapi import FastAPI, Request, status
+from fastapi import FastAPI, HTTPException, Request, status
 from fastapi.middleware.cors import CORSMiddleware
 from fastapi.responses import JSONResponse, RedirectResponse
 from starlette.middleware.base import BaseHTTPMiddleware
@@ -30,12 +30,14 @@ from starlette.middleware.base import BaseHTTPMiddleware
 from app import __version__
 from app.config import Settings, get_settings
 from app.exceptions import (
+    AuthenticationError,
     BadRequestError,
     ConflictError,
     Fail2BanConnectionError,
     Fail2BanProtocolError,
     NotFoundError,
     OperationError,
+    RateLimitError,
     ServiceUnavailableError,
 )
 from app.middleware.csrf import CsrfMiddleware
@@ -54,6 +56,7 @@ from app.routers import (
     setup,
 )
 from app.startup import startup_shared_resources
+from app.models.response import ErrorResponse
 from app.utils.rate_limiter import RateLimiter
 from app.utils.runtime_state import ApplicationState, RuntimeState
 from app.utils.session_cache import InMemorySessionCache, NoOpSessionCache
@@ -163,6 +166,43 @@ async def _lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
 # ---------------------------------------------------------------------------
 
 
+def _get_error_code(exc: Exception) -> str:
+    """Get the machine-readable error code from an exception.
+    
+    First checks if the exception has an error_code class attribute.
+    Falls back to converting the exception class name to snake_case.
+    
+    Args:
+        exc: The exception instance.
+    
+    Returns:
+        A snake_case error code string.
+    """
+    if hasattr(exc, "error_code"):
+        return exc.error_code
+    
+    exc_name = exc.__class__.__name__
+    import re
+    snake_case = re.sub(r"(?<!^)(?=[A-Z])", "_", exc_name).lower()
+    return snake_case
+
+
+def _get_error_metadata(exc: Exception) -> dict[str, str | int | float | bool | None]:
+    """Get structured metadata from an exception.
+    
+    Calls the exception's get_error_metadata() method if available.
+    
+    Args:
+        exc: The exception instance.
+    
+    Returns:
+        A dictionary of metadata safe for API responses.
+    """
+    if hasattr(exc, "get_error_metadata") and callable(exc.get_error_metadata):
+        return exc.get_error_metadata()
+    return {}
+
+
 async def _unhandled_exception_handler(
     request: Request,
     exc: Exception,
@@ -185,9 +225,14 @@ async def _unhandled_exception_handler(
         method=request.method,
         exc_info=exc,
     )
+    error_response = ErrorResponse(
+        code="internal_error",
+        detail="An unexpected error occurred. Please try again later.",
+        metadata={},
+    )
     return JSONResponse(
         status_code=500,
-        content={"detail": "An unexpected error occurred. Please try again later."},
+        content=error_response.model_dump(),
     )
 
 
@@ -210,9 +255,14 @@ async def _fail2ban_connection_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code="fail2ban_unreachable",
+        detail="Cannot reach the fail2ban service. Check the server status page.",
+        metadata={"socket_path": exc.socket_path},
+    )
     return JSONResponse(
         status_code=502,
-        content={"detail": "Cannot reach the fail2ban service. Check the server status page."},
+        content=error_response.model_dump(),
     )
 
 
@@ -235,9 +285,14 @@ async def _fail2ban_protocol_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code="fail2ban_protocol_error",
+        detail="Cannot reach the fail2ban service. Check the server status page.",
+        metadata={},
+    )
     return JSONResponse(
         status_code=502,
-        content={"detail": "Cannot reach the fail2ban service. Check the server status page."},
+        content=error_response.model_dump(),
     )
 
 
@@ -260,9 +315,14 @@ async def _not_found_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
     return JSONResponse(
         status_code=status.HTTP_404_NOT_FOUND,
-        content={"detail": str(exc)},
+        content=error_response.model_dump(),
     )
 
 
@@ -285,9 +345,14 @@ async def _bad_request_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
     return JSONResponse(
         status_code=status.HTTP_400_BAD_REQUEST,
-        content={"detail": str(exc)},
+        content=error_response.model_dump(),
     )
 
 
@@ -302,9 +367,14 @@ async def _conflict_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
     return JSONResponse(
         status_code=status.HTTP_409_CONFLICT,
-        content={"detail": str(exc)},
+        content=error_response.model_dump(),
     )
 
 
@@ -320,9 +390,14 @@ async def _domain_error_handler(
         error=str(exc),
         exc_info=exc,
     )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
     return JSONResponse(
         status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
-        content={"detail": str(exc)},
+        content=error_response.model_dump(),
     )
 
 
@@ -345,9 +420,14 @@ async def _value_error_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code="invalid_input",
+        detail=str(exc),
+        metadata={},
+    )
     return JSONResponse(
         status_code=status.HTTP_400_BAD_REQUEST,
-        content={"detail": str(exc)},
+        content=error_response.model_dump(),
     )
 
 
@@ -370,9 +450,126 @@ async def _service_unavailable_handler(
         method=request.method,
         error=str(exc),
     )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
     return JSONResponse(
         status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
-        content={"detail": str(exc)},
+        content=error_response.model_dump(),
+    )
+
+
+async def _authentication_error_handler(
+    request: Request,
+    exc: AuthenticationError,
+) -> JSONResponse:
+    """Return a ``401 Unauthorized`` response for authentication failures.
+
+    Args:
+        request: The incoming FastAPI request.
+        exc: The :class:`~app.exceptions.AuthenticationError`.
+
+    Returns:
+        A :class:`fastapi.responses.JSONResponse` with status 401.
+    """
+    log.warning(
+        "authentication_error",
+        path=request.url.path,
+        method=request.method,
+        error=str(exc),
+    )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
+    return JSONResponse(
+        status_code=status.HTTP_401_UNAUTHORIZED,
+        content=error_response.model_dump(),
+    )
+
+
+async def _rate_limit_error_handler(
+    request: Request,
+    exc: RateLimitError,
+) -> JSONResponse:
+    """Return a ``429 Too Many Requests`` response for rate limit exceeded errors.
+
+    Args:
+        request: The incoming FastAPI request.
+        exc: The :class:`~app.exceptions.RateLimitError`.
+
+    Returns:
+        A :class:`fastapi.responses.JSONResponse` with status 429 and Retry-After header.
+    """
+    log.warning(
+        "rate_limit_exceeded",
+        path=request.url.path,
+        method=request.method,
+        error=str(exc),
+    )
+    error_response = ErrorResponse(
+        code=_get_error_code(exc),
+        detail=str(exc),
+        metadata=_get_error_metadata(exc),
+    )
+    return JSONResponse(
+        status_code=status.HTTP_429_TOO_MANY_REQUESTS,
+        content=error_response.model_dump(),
+        headers={"Retry-After": "60"},
+    )
+
+
+async def _http_exception_handler(
+    request: Request,
+    exc: HTTPException,
+) -> JSONResponse:
+    """Return a standardized error response for FastAPI HTTPException.
+
+    This handler standardizes responses from FastAPI validation errors,
+    path parameter mismatches, and other built-in validation failures
+    to use the ErrorResponse envelope with a machine-readable error code.
+
+    Args:
+        request: The incoming FastAPI request.
+        exc: The :class:`fastapi.HTTPException`.
+
+    Returns:
+        A :class:`fastapi.responses.JSONResponse` with the original status code.
+    """
+    log.warning(
+        "http_exception",
+        path=request.url.path,
+        method=request.method,
+        status_code=exc.status_code,
+        error=exc.detail,
+    )
+    
+    error_code_map = {
+        status.HTTP_400_BAD_REQUEST: "invalid_input",
+        status.HTTP_401_UNAUTHORIZED: "authentication_required",
+        status.HTTP_403_FORBIDDEN: "forbidden",
+        status.HTTP_404_NOT_FOUND: "not_found",
+        status.HTTP_409_CONFLICT: "conflict",
+        status.HTTP_422_UNPROCESSABLE_ENTITY: "invalid_input",
+        status.HTTP_429_TOO_MANY_REQUESTS: "rate_limit_exceeded",
+        status.HTTP_500_INTERNAL_SERVER_ERROR: "internal_error",
+        status.HTTP_503_SERVICE_UNAVAILABLE: "service_unavailable",
+    }
+    
+    error_code = error_code_map.get(exc.status_code, "internal_error")
+    error_response = ErrorResponse(
+        code=error_code,
+        detail=exc.detail,
+        metadata={},
+    )
+    
+    return JSONResponse(
+        status_code=exc.status_code,
+        content=error_response.model_dump(),
+        headers=exc.headers or {},
     )
 
 
@@ -509,11 +706,14 @@ def create_app(settings: Settings | None = None) -> FastAPI:
     # rather than falling through to the generic 500 handler.
     app.add_exception_handler(Fail2BanConnectionError, _fail2ban_connection_handler)  # type: ignore[arg-type]
     app.add_exception_handler(Fail2BanProtocolError, _fail2ban_protocol_handler)  # type: ignore[arg-type]
+    app.add_exception_handler(AuthenticationError, _authentication_error_handler)  # type: ignore[arg-type]
+    app.add_exception_handler(RateLimitError, _rate_limit_error_handler)  # type: ignore[arg-type]
     app.add_exception_handler(NotFoundError, _not_found_handler)
     app.add_exception_handler(BadRequestError, _bad_request_handler)
     app.add_exception_handler(ConflictError, _conflict_handler)
     app.add_exception_handler(OperationError, _domain_error_handler)
     app.add_exception_handler(ServiceUnavailableError, _service_unavailable_handler)
+    app.add_exception_handler(HTTPException, _http_exception_handler)  # type: ignore[arg-type]
     app.add_exception_handler(ValueError, _value_error_handler)  # type: ignore[arg-type]
     app.add_exception_handler(Exception, _unhandled_exception_handler)
 
diff --git a/backend/app/models/response.py b/backend/app/models/response.py
index 9ac5ed9..addca03 100644
--- a/backend/app/models/response.py
+++ b/backend/app/models/response.py
@@ -205,3 +205,48 @@ class CommandResponse(BanGuiBaseModel):
         default=True,
         description="Whether the command succeeded (false for errors in non-exception handlers).",
     )
+
+
+class ErrorResponse(BanGuiBaseModel):
+    """Standardized error response envelope for all API errors.
+
+    Use this for all error responses to ensure consistent client-side error handling.
+    The error code enables machine-readable branching, while detail provides
+    human-readable context. Metadata offers optional structured context.
+
+    Fields:
+        code: Machine-readable error code (e.g., "jail_not_found", "invalid_input").
+        detail: Human-readable error description for display to users.
+        metadata: Optional structured context (e.g., field names, constraint violations).
+
+    Example:
+        ```python
+        # 404 Not Found
+        {
+          "code": "jail_not_found",
+          "detail": "Jail 'sshd' not found",
+          "metadata": {"jail_name": "sshd"}
+        }
+
+        # 400 Bad Request - Validation Error
+        {
+          "code": "invalid_input",
+          "detail": "Invalid IP address format",
+          "metadata": {"field": "ip", "value": "999.999.999.999"}
+        }
+
+        # 409 Conflict
+        {
+          "code": "jail_already_active",
+          "detail": "Jail is already active: 'sshd'",
+          "metadata": {"jail_name": "sshd", "current_status": "active"}
+        }
+        ```
+    """
+
+    code: str = Field(..., description="Machine-readable error code for client-side branching.")
+    detail: str = Field(..., description="Human-readable error description.")
+    metadata: dict[str, str | int | float | bool | None] = Field(
+        default_factory=dict,
+        description="Optional structured context for the error.",
+    )
diff --git a/backend/app/routers/auth.py b/backend/app/routers/auth.py
index 27ab22e..0cf93b6 100644
--- a/backend/app/routers/auth.py
+++ b/backend/app/routers/auth.py
@@ -22,7 +22,7 @@ from __future__ import annotations
 import asyncio
 
 import structlog
-from fastapi import APIRouter, HTTPException, Request, Response, status
+from fastapi import APIRouter, Request, Response, status
 
 from app.dependencies import (
     AuthDep,
@@ -31,6 +31,7 @@ from app.dependencies import (
     SessionServiceContextDep,
     SettingsDep,
 )
+from app.exceptions import AuthenticationError, RateLimitError
 from app.models.auth import LoginRequest, LoginResponse, LogoutResponse
 from app.services import auth_service
 from app.utils.client_ip import get_client_ip
@@ -79,18 +80,14 @@ async def login(
         :class:`~app.models.auth.LoginResponse` containing the token.
 
     Raises:
-        HTTPException: 401 if the password is incorrect.
-        HTTPException: 429 if the rate limit is exceeded.
+        AuthenticationError: if the password is incorrect.
+        RateLimitError: if the rate limit is exceeded.
     """
     client_ip = get_client_ip(request, trusted_proxies=_TRUSTED_PROXIES)
 
     if not rate_limiter.is_allowed(client_ip):
         log.warning("login_rate_limit_exceeded", client_ip=client_ip)
-        raise HTTPException(
-            status_code=status.HTTP_429_TOO_MANY_REQUESTS,
-            detail="Too many login attempts. Please try again later.",
-            headers={"Retry-After": "60"},
-        )
+        raise RateLimitError("Too many login attempts. Please try again later.")
 
     try:
         signed_token, expires_at = await auth_service.login(
@@ -106,10 +103,7 @@ async def login(
         # but an extra 10 seconds makes automation much less feasible.
         await asyncio.sleep(10.0)
         log.warning("login_failed", client_ip=client_ip, error=str(exc))
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED,
-            detail=str(exc),
-        ) from exc
+        raise AuthenticationError(str(exc)) from exc
 
     response.set_cookie(
         key=SESSION_COOKIE_NAME,
diff --git a/backend/app/routers/blocklist.py b/backend/app/routers/blocklist.py
index 12ee74d..e9b7fba 100644
--- a/backend/app/routers/blocklist.py
+++ b/backend/app/routers/blocklist.py
@@ -22,7 +22,7 @@ registered *before* the ``/{id}`` routes so FastAPI resolves them correctly.
 
 from __future__ import annotations
 
-from fastapi import APIRouter, HTTPException, Query, status
+from fastapi import APIRouter, Query, status
 
 from app.dependencies import (
     AuthDep,
@@ -33,6 +33,7 @@ from app.dependencies import (
     SchedulerDep,
     SettingsDep,
 )
+from app.exceptions import BadRequestError, BlocklistSourceNotFoundError
 from app.models.blocklist import (
     BlocklistListResponse,
     BlocklistSource,
@@ -107,7 +108,7 @@ async def create_blocklist(
             blocklist_ctx.db, payload.name, str(payload.url), enabled=payload.enabled
         )
     except ValueError as exc:
-        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(exc)) from exc
+        raise BadRequestError(str(exc)) from exc
 
 
 # ---------------------------------------------------------------------------
@@ -271,7 +272,7 @@ async def get_blocklist(
     """
     source = await blocklist_service.get_source(blocklist_ctx.db, source_id)
     if source is None:
-        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Blocklist source not found.")
+        raise BlocklistSourceNotFoundError(source_id)
     return source
 
 
@@ -307,9 +308,9 @@ async def update_blocklist(
             enabled=payload.enabled,
         )
     except ValueError as exc:
-        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(exc)) from exc
+        raise BadRequestError(str(exc)) from exc
     if updated is None:
-        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Blocklist source not found.")
+        raise BlocklistSourceNotFoundError(source_id)
     return updated
 
 
@@ -335,7 +336,7 @@ async def delete_blocklist(
     """
     deleted = await blocklist_service.delete_source(blocklist_ctx.db, source_id)
     if not deleted:
-        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Blocklist source not found.")
+        raise BlocklistSourceNotFoundError(source_id)
 
 
 @router.get(
@@ -366,12 +367,9 @@ async def preview_blocklist(
     """
     source = await blocklist_service.get_source(blocklist_ctx.db, source_id)
     if source is None:
-        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Blocklist source not found.")
+        raise BlocklistSourceNotFoundError(source_id)
 
     try:
         return await blocklist_service.preview_source(source.url, http_session)
     except ValueError as exc:
-        raise HTTPException(
-            status_code=status.HTTP_502_BAD_GATEWAY,
-            detail=f"Could not fetch blocklist: {exc}",
-        ) from exc
+        raise BadRequestError(f"Could not fetch blocklist: {exc}") from exc
diff --git a/backend/app/routers/config_misc.py b/backend/app/routers/config_misc.py
index 0e1827a..cee10e6 100644
--- a/backend/app/routers/config_misc.py
+++ b/backend/app/routers/config_misc.py
@@ -4,7 +4,7 @@ import shlex
 from typing import Annotated
 
 import structlog
-from fastapi import APIRouter, HTTPException, Query, Request, status
+from fastapi import APIRouter, Query, Request, status
 
 from app.dependencies import (
     AuthDep,
@@ -12,6 +12,7 @@ from app.dependencies import (
     Fail2BanStartCommandDep,
     SettingsServiceContextDep,
 )
+from app.exceptions import OperationError
 from app.models.config import (
     Fail2BanLogResponse,
     GlobalConfigResponse,
@@ -158,15 +159,12 @@ async def restart_fail2ban(
     )
 
     if not restarted:
-        raise HTTPException(
-            status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
-            detail=(
-                "fail2ban was stopped but did not come back "
-                "online within 10 seconds. "
-                "Check the fail2ban log for initialisation errors. "
-                "Use POST /api/config/jails/{name}/rollback if a "
-                "specific jail is suspect."
-            ),
+        raise OperationError(
+            "fail2ban was stopped but did not come back "
+            "online within 10 seconds. "
+            "Check the fail2ban log for initialisation errors. "
+            "Use POST /api/config/jails/{name}/rollback if a "
+            "specific jail is suspect."
         )
     log.info("fail2ban_restarted")
 
diff --git a/backend/app/routers/health.py b/backend/app/routers/health.py
index 0c1dd9b..77ea839 100644
--- a/backend/app/routers/health.py
+++ b/backend/app/routers/health.py
@@ -6,7 +6,7 @@ state so monitoring tools and Docker health checks can observe daemon status
 without probing the socket directly.
 """
 
-from fastapi import APIRouter
+from fastapi import APIRouter, status
 from fastapi.responses import JSONResponse
 
 from app.dependencies import ServerStatusDep
diff --git a/backend/app/routers/history.py b/backend/app/routers/history.py
index f930578..3b75484 100644
--- a/backend/app/routers/history.py
+++ b/backend/app/routers/history.py
@@ -17,7 +17,7 @@ from __future__ import annotations
 
 from typing import Literal
 
-from fastapi import APIRouter, HTTPException, Query, Request
+from fastapi import APIRouter, Query, Request
 
 from app.dependencies import (
     AuthDep,
@@ -26,6 +26,7 @@ from app.dependencies import (
     HistoryServiceContextDep,
     HttpSessionDep,
 )
+from app.exceptions import HistoryNotFoundError
 from app.models.ban import BanOrigin, TimeRange
 from app.models.history import HistoryListResponse, IpDetailResponse
 from app.services import history_service
@@ -188,6 +189,6 @@ async def get_ip_history(
     )
 
     if detail is None:
-        raise HTTPException(status_code=404, detail=f"No history found for IP {ip!r}.")
+        raise HistoryNotFoundError(ip)
 
     return detail
diff --git a/backend/app/routers/jail_config.py b/backend/app/routers/jail_config.py
index 95ff674..68aaac7 100644
--- a/backend/app/routers/jail_config.py
+++ b/backend/app/routers/jail_config.py
@@ -3,7 +3,7 @@ from __future__ import annotations
 import shlex
 from typing import Annotated
 
-from fastapi import APIRouter, HTTPException, Path, Query, Request, status
+from fastapi import APIRouter, Path, Query, Request, status
 
 from app.dependencies import (
     AppDep,
@@ -14,6 +14,7 @@ from app.dependencies import (
     HealthProbeDep,
     PendingRecoveryDep,
 )
+from app.exceptions import BadRequestError
 from app.models.config import (
     ActivateJailRequest,
     AddLogPathRequest,
@@ -258,10 +259,7 @@ async def delete_log_path(
     try:
         validate_log_path(log_path)
     except ValueError as e:
-        raise HTTPException(
-            status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
-            detail=str(e),
-        ) from e
+        raise BadRequestError(str(e)) from e
 
     await config_service.delete_log_path(socket_path, name, log_path)
 
diff --git a/backend/app/routers/jails.py b/backend/app/routers/jails.py
index 0e6f008..40776bd 100644
--- a/backend/app/routers/jails.py
+++ b/backend/app/routers/jails.py
@@ -22,7 +22,7 @@ from __future__ import annotations
 import asyncio
 from typing import Annotated
 
-from fastapi import APIRouter, Body, HTTPException, Path, status
+from fastapi import APIRouter, Body, Path, status
 
 from app.dependencies import (
     AuthDep,
@@ -32,6 +32,7 @@ from app.dependencies import (
     HttpSessionDep,
     JailServiceStateDep,
 )
+from app.exceptions import BadRequestError
 from app.models.ban import JailBannedIpsResponse
 from app.models.jail import (
     IgnoreIpRequest,
@@ -469,15 +470,9 @@ async def get_jail_banned_ips(
         HTTPException: 502 when fail2ban is unreachable.
     """
     if page < 1:
-        raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST,
-            detail="page must be >= 1.",
-        )
+        raise BadRequestError("page must be >= 1.")
     if not (1 <= page_size <= 100):
-        raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST,
-            detail="page_size must be between 1 and 100.",
-        )
+        raise BadRequestError("page_size must be between 1 and 100.")
 
     return await jail_service.get_jail_banned_ips(
         socket_path=socket_path,
diff --git a/backend/app/routers/setup.py b/backend/app/routers/setup.py
index 96ff0f4..6d37c24 100644
--- a/backend/app/routers/setup.py
+++ b/backend/app/routers/setup.py
@@ -8,9 +8,10 @@ return ``409 Conflict``.
 from __future__ import annotations
 
 import structlog
-from fastapi import APIRouter, HTTPException, status
+from fastapi import APIRouter, status
 
 from app.dependencies import AppDep, SettingsDep, SettingsServiceContextDep
+from app.exceptions import SetupAlreadyCompleteError
 from app.models.setup import SetupRequest, SetupResponse, SetupStatusResponse, SetupTimezoneResponse
 from app.services import setup_service
 from app.utils.runtime_state import update_app_settings
@@ -59,13 +60,10 @@ async def post_setup(
         :class:`~app.models.setup.SetupResponse` on success.
 
     Raises:
-        HTTPException: 409 if setup has already been completed.
+        SetupAlreadyCompleteError: if setup has already been completed.
     """
     if is_setup_complete_cached(app) or await setup_service.is_setup_complete(settings_ctx.db):
-        raise HTTPException(
-            status_code=status.HTTP_409_CONFLICT,
-            detail="Setup has already been completed.",
-        )
+        raise SetupAlreadyCompleteError()
 
     await setup_service.run_setup(
         settings_ctx.db,
diff --git a/frontend/src/api/client.ts b/frontend/src/api/client.ts
index 96465dc..23a01ac 100644
--- a/frontend/src/api/client.ts
+++ b/frontend/src/api/client.ts
@@ -10,6 +10,7 @@
  * to guarantee type safety at the API boundary.
  */
 
+import { ErrorResponse } from "../types/response";
 import { ENDPOINTS } from "./endpoints";
 
 /** Base URL for all API calls. Falls back to `/api` in production. */
@@ -27,15 +28,20 @@ export class ApiError extends Error {
   /** Raw response body text as returned by the server. */
   public readonly body: string;
 
+  /** Parsed error response (if response was a valid ErrorResponse), undefined otherwise. */
+  public readonly errorResponse: ErrorResponse | undefined;
+
   /**
    * @param status - The HTTP status code.
    * @param body   - The raw response body text.
+   * @param errorResponse - Parsed ErrorResponse if available.
    */
-  constructor(status: number, body: string) {
-    super(`API error ${String(status)}: ${body}`);
+  constructor(status: number, body: string, errorResponse?: ErrorResponse) {
+    super(`API error ${String(status)}: ${errorResponse?.detail || body}`);
     this.name = "ApiError";
     this.status = status;
     this.body = body;
+    this.errorResponse = errorResponse;
   }
 }
 
@@ -79,7 +85,7 @@ export function setUnauthorizedHandler(handler: (() => void) | null): void {
  * @param url     - Fully-qualified URL.
  * @param options - Standard `RequestInit` options.
  * @returns Parsed JSON response cast to `T`.
- * @throws {FetchError} When the request fails or server returns non-2xx status.
+ * @throws {ApiError} When the request fails or server returns non-2xx status.
  */
 async function request<T>(url: string, options: RequestInit = {}): Promise<T> {
   try {
@@ -100,7 +106,18 @@ async function request<T>(url: string, options: RequestInit = {}): Promise<T> {
         unauthorizedHandler?.();
       }
 
-      throw new ApiError(response.status, body);
+      // Try to parse as ErrorResponse
+      let errorResponse: ErrorResponse | undefined;
+      try {
+        const parsed = JSON.parse(body);
+        if (parsed && typeof parsed === "object" && "code" in parsed && "detail" in parsed) {
+          errorResponse = parsed as ErrorResponse;
+        }
+      } catch {
+        // If parsing fails, errorResponse remains undefined
+      }
+
+      throw new ApiError(response.status, body, errorResponse);
     }
 
     // 204 No Content — return undefined cast to T.
diff --git a/frontend/src/types/api.ts b/frontend/src/types/api.ts
index dacac6b..f6588c8 100644
--- a/frontend/src/types/api.ts
+++ b/frontend/src/types/api.ts
@@ -19,6 +19,12 @@ export interface ApiErrorPayload {
   body: string;
   /** User-friendly error message derived from status and body. */
   message: string;
+  /** Machine-readable error code for client-side branching (e.g., "jail_not_found"). */
+  code?: string;
+  /** Human-readable error description from the server. */
+  detail?: string;
+  /** Optional structured context for the error (e.g., field names, constraint violations). */
+  metadata?: Record<string, string | number | boolean | null>;
 }
 
 /**
diff --git a/frontend/src/types/response.ts b/frontend/src/types/response.ts
index 1f189e3..7afa3e0 100644
--- a/frontend/src/types/response.ts
+++ b/frontend/src/types/response.ts
@@ -25,3 +25,12 @@ export interface CommandResponse {
   /** Whether the command succeeded. */
   success: boolean;
 }
+
+export interface ErrorResponse {
+  /** Machine-readable error code for client-side branching (e.g., "jail_not_found", "rate_limit_exceeded"). */
+  code: string;
+  /** Human-readable error description for display to users. */
+  detail: string;
+  /** Optional structured context for the error (field names, constraint violations, etc.). */
+  metadata: Record<string, string | number | boolean | null | undefined>;
+}