<h1>Pipeline Algorithm</h1>
<ul>
  <li>
    <h3>Basic CRUD Operations</h3>
    <ol>
      <li>
        <h4>Create</h4>
        <ol>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Opens the Prompt Registry pane</li>
              <li>Validates the payload before sending it to the server</li>
              <li>Sends a POST request to the backend</li>
            </ul>
          </li>
          <li>
            <b>The backend</b>
            <ul>
              <li>receives the request</li>
              <li>Validates the payload</li>
              <li>Stores the record in the database</li>
              <li>Sends a response to the frontend</li>
            </ul>
          </li>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Receives the response from the backend</li>
              <li>Notifies the user of succes or failure</li>
            </ul>
          </li>
        </ol>
      </li>
      <li>
        <h4>Read</h4>
        <ol>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Opens the Prompt Registry pane</li>
              <li>Sends a GET request to the backend, requesting data</li>
            </ul>
          </li>
          <li>
            <b>The backend</b>
            <ul>
              <li>Receives the request</li>
              <li>Validates the payload</li>
              <li>Fetches the record from the database</li>
              <li>Sends a response to the frontend</li>
            </ul>
          </li>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Receives the response from the backend</li>
              <li>Hydrates the Promp Registry</li>
            </ul>
          </li>
        </ol>
      </li>
      <li>
        <h4>Update</h4>
        <ol>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Opens the Prompt Registry pane</li>
              <li>Makes local changes to an existing record</li>
              <li>Validates the payload before sending it to the server</li>
              <li>Sends an UPDATE request to the backend</li>
            </ul>
          </li>
          <li>
            <b>The backend</b>
            <ul>
              <li>Receives the request</li>
              <li>Validates the payload</li>
              <li>Updates the record in the database</li>
              <li>Sends a response to the frontend</li>
            </ul>
          </li>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Receives the response from the backend</li>
              <li>Notifies the user of success or failure</li>
            </ul>
          </li>
        </ol>
      </li>
      <li>
        <h4>Delete</h4>
        <ol>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Opens the Prompt Registry pane</li>
              <li>Locates an existing record</li>
              <li>Validates the payload before sending it to the server</li>
              <li>Sends a DELETE request to the backend</li>
            </ul>
          </li>
          <li>
            <b>The backend</b>
            <ul>
              <li>Receives the request</li>
              <li>Validates the payload</li>
              <li>Deletes the record from the database</li>
              <li>Sends a response to the frontend</li>
            </ul>
          </li>
          <li>
            <b>The frontend</b>
            <ul>
              <li>Receives the response from the backend</li>
              <li>Notifies the user of success or failure</li>
            </ul>
          </li>
        </ol>
      </li>
    </ol>
  </li>
  <li>
    <h3>Compiler Job</h3>
    <ol>
      <li>
        <h4>Frontend Initialization</h4>
        <ul>
          <li>
            Opens the compiler configuration pane and establishes settings.
          </li>
          <li>Opens the terminal and selects the target script.</li>
          <li>Validates the payload data structure.</li>
        </ul>
      </li>
      <li>
        <h4>Job Dispatch</h4>
        <ul>
          <li>Frontend transmits the payload to the server via HTTP POST.</li>
          <li>Server receives and validates the incoming payload.</li>
          <li>
            Server responds with a unique Job ID and begins asynchronous
            execution.
          </li>
          <li>
            Frontend subscribes to the task by initiating a polling loop (HTTP
            GET) using the Job ID.
          </li>
        </ul>
      </li>
      <li>
        <h4>Native Compilation</h4>
        <ul>
          <li>
            Server passes the validated payload to the C++ compiler via
            Pybind11.
          </li>
          <li>
            Compiler executes the pipeline and saves output artifacts to disk.
          </li>
          <li>
            Compiler returns the execution manifest back across the Pybind11
            boundary.
          </li>
        </ul>
      </li>
      <li>
        <h4>State Synchronization</h4>
        <ul>
          <li>
            Backend receives the manifest and persists it to the database.
          </li>
          <li>
            Frontend polling loop detects the job status transition from
            "building" to "success".
          </li>
          <li>
            Frontend issues a final GET request to fetch the manifest and
            hydrate the interface.
          </li>
        </ul>
      </li>
    </ol>
  </li>
  <li>
    <h3>Neural Request</h3>
    <ol>
      <li>
        <h4>Frontend Initialization</h4>
        <ul>
          <li>Opens the prompt dashboard.</li>
          <li>Selects a designated PromptPair and target Python script.</li>
          <li>Validates the payload data structure.</li>
        </ul>
      </li>
      <li>
        <h4>Backend Dispatch</h4>
        <ul>
          <li>Frontend transmits the payload to the server via HTTP POST.</li>
          <li>Backend receives and validates the incoming request.</li>
          <li>Backend persists the initial payload state in the database.</li>
        </ul>
      </li>
      <li>
        <h4>LLM Execution & Persistence</h4>
        <ul>
          <li>
            Backend routes the payload to the designated local LLM server via
            HTTP POST.
          </li>
          <li>
            LLM server processes the prompt and returns the generated inference.
          </li>
          <li>
            Backend receives the inference result and updates the database
            record.
          </li>
        </ul>
      </li>
      <li>
        <h4>State Synchronization</h4>
        <ul>
          <li>Backend returns the final inference response to the frontend.</li>
          <li>
            Frontend renders the comparative results within the dual-pane
            Inference Window.
          </li>
        </ul>
      </li>
    </ol>
  </li>
</ul>