Pipeline Algorithm:
  Basic CRUD Operations:
    Create:
      1. The frontend:
        - Opens the Prompt Registry pane
        - Validates the payload before sending it to the server
        - Sends a POST request to the backend
      2. The backend:
        - receives the request
        - Validates the payload
        - Stores the record in the database
        - Sends a response to the frontend
      3. The frontend:
        - Receives the response from the backend
        - Notifies the user of succes or failure
    Read:
      1. The frontend:
        - Opens the Prompt Registry pane
        - Sends a GET request to the backend, requesting data
      2. The backend:
        - Receives the request
        - Validates the payload
        - Fetches the record from the database
        - Sends a response to the frontend
      3. The frontend:
        - Receives the response from the backend
        - Hydrates the Promp Registry
    Update:
      1. The frontend:
        - Opens the Prompt Registry pane
        - Makes local changes to an existing record
        - Validates the payload before sending it to the server
        - Sends an UPDATE request to the backend
      2. The backend:
        - Receives the request
        - Validates the payload
        - Updates the record in the database
        - Sends a response to the frontend
      3. The frontend:
        - Receives the response from the backend
        - Notifies the user of success or failure
    Delete:
      1. The frontend:
        - Opens the Prompt Registry pane
        - Locates an existing record
        - Validates the payload before sending it to the server
        - Sends a DELETE request to the backend
      2. The backend:
        - Receives the request
        - Validates the payload
        - Deletes the record from the database
        - Sends a response to the frontend
      3. The frontend:
        - Receives the response from the backend
        - Notifies the user of success or failure
  Compiler Job:
    1. Frontend Initialization:
      - Opens the compiler configuration pane and establishes settings.
      - Opens the terminal and selects the target script.
      - Validates the payload data structure.
    2. Job Dispatch:
      - Frontend transmits the payload to the server via HTTP POST.
      - Server receives and validates the incoming payload.
      - Server responds with a unique Job ID and begins asynchronous execution.
      - Frontend subscribes to the task by initiating a polling loop (HTTP GET) using the Job ID.
    3. Native Compilation:
      - Server passes the validated payload to the C++ compiler via Pybind11.
      - Compiler executes the pipeline and saves output artifacts to disk.
      - Compiler returns the execution manifest back across the Pybind11 boundary.
    4. State Synchronization:
      - Backend receives the manifest and persists it to the database.
      - Frontend polling loop detects the job status transition from "building" to "success".
      - Frontend issues a final GET request to fetch the manifest and hydrate the interface.
  Neural Request:
    1. Frontend Initialization:
      - Opens the prompt dashboard.
      - Selects a designated PromptPair and target Python script.
      - Validates the payload data structure.
    2. Backend Dispatch:
      - Frontend transmits the payload to the server via HTTP POST.
      - Backend receives and validates the incoming request.
      - Backend persists the initial payload state in the database.
    3. LLM Execution & Persistence:
      - Backend routes the payload to the designated local LLM server via HTTP POST.
      - LLM server processes the prompt and returns the generated inference.
      - Backend receives the inference result and updates the database record.
    4. State Synchronization:
      - Backend returns the final inference response to the frontend
      - Frontend renders the comparative results within the dual-pane Inference Window.
