diff --git a/frontend/app.js b/frontend/app.js
deleted file mode 100644
index 4fd15ad..0000000
--- a/frontend/app.js
+++ /dev/null
@@ -1,1362 +0,0 @@
-const STORAGE_TEMPLATES_KEY = "fireform.templates.v1";
-const STORAGE_LAST_OUTPUT_KEY = "fireform.lastOutputPath.v1";
-// Where uploaded template PDFs are copied. Fixed for now; longer term this
-// should be user-configurable behind a Settings button (see note below).
-const DEFAULT_TEMPLATE_DIRECTORY = "src/inputs";
-const API_BASE_URL = "http://127.0.0.1:8000";
-
-// UI label <-> stored type-string mapping. The stored values stay backward
-// compatible with the existing default "string" type.
-const FIELD_TYPES = [
-  { label: "Text", value: "string" },
-  { label: "Long Text", value: "long_text" },
-  { label: "Number", value: "number" },
-  { label: "Date", value: "date" },
-  { label: "Time", value: "time" },
-  { label: "Email", value: "email" },
-  { label: "Phone", value: "phone" },
-  { label: "Signature", value: "signature" },
-  { label: "Checkbox", value: "checkbox" },
-  { label: "List", value: "list" },
-];
-const TYPE_VALUE_TO_LABEL = Object.fromEntries(FIELD_TYPES.map((t) => [t.value, t.label]));
-const DEFAULT_FIELD_ROWS = [{ name: "", type: "string" }];
-
-const elements = {
-  tabs: Array.from(document.querySelectorAll(".tab")),
-  panels: Array.from(document.querySelectorAll(".panel")),
-  templateForm: document.getElementById("templateForm"),
-  templateName: document.getElementById("templateName"),
-  templatePdfFile: document.getElementById("templatePdfFile"),
-  pdfDropZone: document.getElementById("pdfDropZone"),
-  selectedFileMeta: document.getElementById("selectedFileMeta"),
-  changePdfBtn: document.getElementById("changePdfBtn"),
-  makeFillableBtn: document.getElementById("makeFillableBtn"),
-  makeFillableHelpBtn: document.getElementById("makeFillableHelpBtn"),
-  makeFillableHelp: document.getElementById("makeFillableHelp"),
-  fieldsBuilder: document.getElementById("fieldsBuilder"),
-  fieldCountBadge: document.getElementById("fieldCountBadge"),
-  addFieldBtn: document.getElementById("addFieldBtn"),
-  templateFormMessage: document.getElementById("templateFormMessage"),
-  templateFormResponse: document.getElementById("templateFormResponse"),
-  fillForm: document.getElementById("fillForm"),
-  fillModel: document.getElementById("fillModel"),
-  fillTemplateTiles: document.getElementById("fillTemplateTiles"),
-  fillSelectionHint: document.getElementById("fillSelectionHint"),
-  fillSubmitBtn: document.getElementById("fillSubmitBtn"),
-  inputText: document.getElementById("inputText"),
-  sttControls: document.getElementById("sttControls"),
-  sttRecordBtn: document.getElementById("sttRecordBtn"),
-  sttPauseBtn: document.getElementById("sttPauseBtn"),
-  sttStopBtn: document.getElementById("sttStopBtn"),
-  sttStatus: document.getElementById("sttStatus"),
-  fillFormMessage: document.getElementById("fillFormMessage"),
-  fillFormResponse: document.getElementById("fillFormResponse"),
-  templatesEmpty: document.getElementById("templatesEmpty"),
-  templatesList: document.getElementById("templatesList"),
-  localPdfFile: document.getElementById("localPdfFile"),
-  serverPdfPath: document.getElementById("serverPdfPath"),
-  previewPathBtn: document.getElementById("previewPathBtn"),
-  previewStatus: document.getElementById("previewStatus"),
-  pdfFrame: document.getElementById("pdfFrame"),
-};
-
-let templates = loadTemplates();
-let activeObjectUrl = null;
-let selectedTemplateFile = null;
-// Field rows are scratch state for building one template — they start empty
-// each session and are not persisted.
-let fieldRows = DEFAULT_FIELD_ROWS.map((row) => ({ ...row }));
-let dragSourceIndex = null;
-let uploadedPath = null;
-let uploadedFieldCount = null;
-// Template ids currently selected in the Fill Form tab (multi-select).
-let selectedFillIds = new Set();
-
-// Speech-to-text recording state. The MediaRecorder captures compressed audio
-// in the renderer; on stop we POST it straight to /forms/transcribe (the local
-// Whisper service handles decoding).
-let mediaRecorder = null;
-let recordedChunks = [];
-let recordingStream = null;
-
-waitForBackend().then(initialize);
-
-async function waitForBackend() {
-  const loadingScreen = document.getElementById("loadingScreen");
-  let isReady = false;
-  
-  while (!isReady) {
-    try {
-      const response = await fetch(`${API_BASE_URL}/templates`);
-      if (response.ok) {
-        isReady = true;
-      }
-    } catch (e) {
-      // Ignore error and try again
-    }
-    
-    if (!isReady) {
-      await new Promise(r => setTimeout(r, 500));
-    }
-  }
-  
-  if (loadingScreen) {
-    loadingScreen.classList.add("hidden");
-  }
-}
-
-async function initialize() {
-  bindEvents();
-  renderFieldRows();
-  renderTemplates();
-  renderFillTemplates();
-  restorePreviewState();
-  updateSelectedFileMeta();
-  loadModels();
-  await refreshTemplatesFromApi();
-}
-
-function bindEvents() {
-  elements.tabs.forEach((tab) => {
-    tab.addEventListener("click", () => activateSection(tab.dataset.target));
-  });
-
-  elements.templateForm.addEventListener("submit", handleTemplateSubmit);
-  elements.templatePdfFile.addEventListener("change", handleTemplateFileInput);
-  elements.pdfDropZone.addEventListener("click", () => elements.templatePdfFile.click());
-  elements.pdfDropZone.addEventListener("keydown", handleDropZoneKeyDown);
-  elements.changePdfBtn.addEventListener("click", () => elements.templatePdfFile.click());
-  elements.addFieldBtn.addEventListener("click", handleAddFieldClick);
-  elements.makeFillableBtn.addEventListener("click", handleMakeFillableClick);
-  elements.makeFillableHelpBtn.addEventListener("click", toggleMakeFillableHelp);
-  bindDropZoneDragEvents();
-  elements.fillForm.addEventListener("submit", handleFillSubmit);
-  elements.fillTemplateTiles.addEventListener("click", handleTileClick);
-  elements.fillTemplateTiles.addEventListener("keydown", handleTileKeydown);
-  elements.sttRecordBtn.addEventListener("click", startRecording);
-  elements.sttPauseBtn.addEventListener("click", togglePauseRecording);
-  elements.sttStopBtn.addEventListener("click", stopRecording);
-  elements.templatesList.addEventListener("click", handleTemplateActionClick);
-  elements.localPdfFile.addEventListener("change", handleLocalFilePreview);
-  elements.previewPathBtn.addEventListener("click", () =>
-    previewFromPath(elements.serverPdfPath.value, { switchToPreview: true })
-  );
-}
-
-function activateSection(targetId) {
-  switchSection(targetId);
-}
-
-async function refreshTemplatesFromApi() {
-  try {
-    const response = await fetch(`${API_BASE_URL}/templates`);
-    const body = await parseJsonResponse(response);
-    if (!response.ok) {
-      throw new Error(extractErrorMessage(body, response.status));
-    }
-
-    if (Array.isArray(body)) {
-      templates = body.map((template) => ({
-        id: template.id,
-        name: template.name || "",
-        pdf_path: template.pdf_path || "",
-        fields: template.fields || {},
-      }));
-      saveTemplates();
-      // Drop selections for templates that no longer exist.
-      const liveIds = new Set(templates.map((t) => Number(t.id)));
-      selectedFillIds.forEach((id) => { if (!liveIds.has(id)) selectedFillIds.delete(id); });
-      renderTemplates();
-      renderFillTemplates();
-    }
-  } catch (error) {
-    setStatus(
-      elements.templateFormMessage,
-      `Could not refresh templates from API: ${error.message}`,
-      "error"
-    );
-  }
-}
-
-function bindDropZoneDragEvents() {
-  ["dragenter", "dragover"].forEach((eventName) => {
-    elements.pdfDropZone.addEventListener(eventName, (event) => {
-      event.preventDefault();
-      event.stopPropagation();
-      elements.pdfDropZone.classList.add("active");
-    });
-  });
-
-  ["dragleave", "dragend", "drop"].forEach((eventName) => {
-    elements.pdfDropZone.addEventListener(eventName, (event) => {
-      event.preventDefault();
-      event.stopPropagation();
-      elements.pdfDropZone.classList.remove("active");
-    });
-  });
-
-  elements.pdfDropZone.addEventListener("drop", (event) => {
-    const file = event.dataTransfer?.files?.[0];
-    setSelectedTemplateFile(file);
-  });
-}
-
-function handleDropZoneKeyDown(event) {
-  if (event.key === "Enter" || event.key === " ") {
-    event.preventDefault();
-    elements.templatePdfFile.click();
-  }
-}
-
-function handleTemplateFileInput(event) {
-  const file = event.target.files && event.target.files[0];
-  setSelectedTemplateFile(file);
-}
-
-function setSelectedTemplateFile(file) {
-  if (!file) {
-    return;
-  }
-
-  if (!isPdfFile(file)) {
-    selectedTemplateFile = null;
-    uploadedPath = null;
-    uploadedFieldCount = null;
-    setMakeFillableButtonState();
-    renderFieldCountBadge();
-    setStatus(elements.templateFormMessage, "Please select a PDF file.", "error");
-    updateSelectedFileMeta();
-    return;
-  }
-
-  selectedTemplateFile = file;
-  uploadedPath = null;
-  uploadedFieldCount = null;
-  setMakeFillableButtonState();
-  renderFieldCountBadge();
-  clearJson(elements.templateFormResponse);
-  setStatus(elements.templateFormMessage, "");
-  updateSelectedFileMeta();
-  // Eager upload so the user gets a live field-count comparison while building rows.
-  uploadSelectedFileSilently();
-}
-
-async function uploadSelectedFileSilently() {
-  if (!selectedTemplateFile) return;
-  const directory = DEFAULT_TEMPLATE_DIRECTORY;
-
-  const fileAtUploadStart = selectedTemplateFile;
-  try {
-    const upload = await uploadTemplatePdf(fileAtUploadStart, directory);
-    // Guard against the user picking a different file mid-upload.
-    if (fileAtUploadStart !== selectedTemplateFile) return;
-    uploadedPath = upload.pdf_path;
-    uploadedFieldCount =
-      typeof upload.field_count === "number" ? upload.field_count : null;
-    maybeSeedFieldRows(upload.fields);
-    renderFieldCountBadge();
-  } catch (_error) {
-    // Silent failure — the explicit Create / Make Fillable paths surface errors.
-  }
-}
-
-// Auto-add a row per field the PDF already defines — same as clicking "+ Add
-// Field" for each — filling in its description and type so the user can edit.
-// If the list already has rows the user typed, warn before replacing them.
-function maybeSeedFieldRows(fields) {
-  if (!Array.isArray(fields) || !fields.length) return;
-  syncFieldRowsFromDom();
-
-  if (fieldRows.some((row) => row.name.trim())) {
-    const replace = window.confirm(
-      `This PDF has ${fields.length} fillable field${fields.length === 1 ? "" : "s"}.\n\n` +
-        "Replace your current form fields with them? Your existing entries will be lost."
-    );
-    if (!replace) {
-      setStatus(elements.templateFormMessage, "Kept your existing form fields.", "info");
-      return;
-    }
-  }
-
-  fieldRows = fields.map((f) => ({
-    name: f.description || f.name || "",
-    type: normalizeFieldType(f.type),
-  }));
-  renderFieldRows();
-  setStatus(
-    elements.templateFormMessage,
-    `Loaded ${fieldRows.length} field${fieldRows.length === 1 ? "" : "s"} from the PDF — edit the descriptions as needed.`,
-    "info"
-  );
-}
-
-function setMakeFillableButtonState() {
-  if (!elements.makeFillableBtn) return;
-  elements.makeFillableBtn.disabled = !selectedTemplateFile;
-  elements.makeFillableBtn.textContent = "Make this PDF fillable";
-}
-
-function renderFieldCountBadge() {
-  const badge = elements.fieldCountBadge;
-  if (!badge) return;
-
-  if (!selectedTemplateFile || uploadedFieldCount === null) {
-    badge.classList.add("hidden");
-    badge.classList.remove("match", "mismatch");
-    badge.textContent = "";
-    return;
-  }
-
-  const expected = uploadedFieldCount;
-  const actual = fieldRows.length;
-  const noun = (n) => `${n} fillable field${n === 1 ? "" : "s"}`;
-  const rowNoun = (n) => `${n} row${n === 1 ? "" : "s"}`;
-
-  badge.classList.remove("hidden", "match", "mismatch");
-  if (expected === actual) {
-    badge.classList.add("match");
-    badge.textContent = `PDF has ${noun(expected)} — your ${rowNoun(actual)} match.`;
-  } else {
-    badge.classList.add("mismatch");
-    badge.textContent = `PDF has ${noun(expected)} — you have ${rowNoun(actual)}.`;
-  }
-}
-
-function isPdfFile(file) {
-  const name = String(file?.name || "").toLowerCase();
-  return name.endsWith(".pdf");
-}
-
-function updateSelectedFileMeta() {
-  // Once a file is chosen, swap the drop zone for a compact "change" control.
-  const hasFile = !!selectedTemplateFile;
-  elements.pdfDropZone.classList.toggle("hidden", hasFile);
-  elements.changePdfBtn.classList.toggle("hidden", !hasFile);
-
-  if (!hasFile) {
-    elements.selectedFileMeta.textContent = "No PDF selected.";
-    return;
-  }
-
-  const destinationPath = `${DEFAULT_TEMPLATE_DIRECTORY}/${selectedTemplateFile.name}`;
-
-  elements.selectedFileMeta.textContent = `Selected: ${selectedTemplateFile.name} (${formatBytes(
-    selectedTemplateFile.size
-  )}) - destination: ${destinationPath}`;
-}
-
-function formatBytes(bytes) {
-  if (!Number.isFinite(bytes) || bytes <= 0) {
-    return "0 B";
-  }
-
-  const units = ["B", "KB", "MB", "GB"];
-  let value = bytes;
-  let unitIndex = 0;
-
-  while (value >= 1024 && unitIndex < units.length - 1) {
-    value /= 1024;
-    unitIndex += 1;
-  }
-
-  return `${value.toFixed(value >= 10 || unitIndex === 0 ? 0 : 1)} ${units[unitIndex]}`;
-}
-
-function switchSection(targetId) {
-  elements.panels.forEach((panel) => {
-    panel.classList.toggle("hidden", panel.id !== targetId);
-  });
-  elements.tabs.forEach((tab) => {
-    tab.classList.toggle("active", tab.dataset.target === targetId);
-  });
-}
-
-function setStatus(target, message, type = "info") {
-  target.textContent = message || "";
-  target.className = "status";
-  if (type) {
-    target.classList.add(type);
-  }
-}
-
-function showJson(preElement, payload) {
-  preElement.textContent = JSON.stringify(payload, null, 2);
-  preElement.classList.remove("hidden");
-}
-
-function clearJson(preElement) {
-  preElement.textContent = "";
-  preElement.classList.add("hidden");
-}
-
-function collectFieldRows() {
-  syncFieldRowsFromDom();
-
-  if (fieldRows.length === 0) {
-    return { error: "Add at least one field before creating the template." };
-  }
-
-  const dict = {};
-  const seen = new Set();
-  for (const row of fieldRows) {
-    const name = row.name.trim();
-    if (!name) {
-      return { error: "Every field needs a name." };
-    }
-    const key = name.toLowerCase();
-    if (seen.has(key)) {
-      return { error: `Field names must be unique ("${name}" appears more than once).` };
-    }
-    seen.add(key);
-    dict[name] = row.type || "string";
-  }
-  return { value: dict };
-}
-
-async function handleTemplateSubmit(event) {
-  event.preventDefault();
-  clearJson(elements.templateFormResponse);
-  setStatus(elements.templateFormMessage, "");
-
-  const name = elements.templateName.value.trim();
-  const templateDirectory = DEFAULT_TEMPLATE_DIRECTORY;
-  const collected = collectFieldRows();
-
-  if (!name || !selectedTemplateFile) {
-    setStatus(
-      elements.templateFormMessage,
-      "Name and PDF file are required.",
-      "error"
-    );
-    return;
-  }
-
-  if (collected.error) {
-    setStatus(elements.templateFormMessage, collected.error, "error");
-    return;
-  }
-
-  try {
-    let activePdfPath = uploadedPath;
-    if (!activePdfPath) {
-      setStatus(elements.templateFormMessage, "Copying PDF into project directory...", "info");
-      const upload = await uploadTemplatePdf(selectedTemplateFile, templateDirectory);
-      activePdfPath = upload.pdf_path;
-      uploadedPath = upload.pdf_path;
-    }
-
-    const payload = {
-      name,
-      pdf_path: activePdfPath,
-      fields: collected.value,
-    };
-
-    setStatus(elements.templateFormMessage, "Creating template...", "info");
-    const response = await fetch(`${API_BASE_URL}/templates/create`, {
-      method: "POST",
-      headers: { "Content-Type": "application/json" },
-      body: JSON.stringify(payload),
-    });
-
-    const body = await parseJsonResponse(response);
-    if (!response.ok) {
-      throw new Error(extractErrorMessage(body, response.status));
-    }
-
-    upsertTemplate(body);
-    if (body.id != null) {
-      selectedFillIds.add(Number(body.id));
-    }
-    await refreshTemplatesFromApi();
-    elements.serverPdfPath.value = body.pdf_path || "";
-
-    const expected = body.field_count;
-    const actual = Object.keys(collected.value).length;
-    let mismatchNote = "";
-    let statusLevel = "success";
-    if (typeof expected === "number" && expected !== actual) {
-      mismatchNote = ` Heads up — the PDF has ${expected} fillable field${expected === 1 ? "" : "s"}, but you added ${actual} row${actual === 1 ? "" : "s"}. Fills may be incomplete or misaligned.`;
-      statusLevel = "error";
-    }
-
-    setStatus(
-      elements.templateFormMessage,
-      `Template created (id: ${body.id}). PDF saved at ${activePdfPath}.${mismatchNote}`,
-      statusLevel
-    );
-    showJson(elements.templateFormResponse, body);
-    uploadedPath = null;
-    uploadedFieldCount = null;
-    setMakeFillableButtonState();
-    renderFieldCountBadge();
-  } catch (error) {
-    setStatus(elements.templateFormMessage, error.message, "error");
-  }
-}
-
-async function uploadTemplatePdf(file, directory) {
-  const formData = new FormData();
-  formData.append("file", file, file.name);
-  formData.append("directory", directory);
-
-  const response = await fetch(`${API_BASE_URL}/templates/upload`, {
-    method: "POST",
-    body: formData,
-  });
-
-  const body = await parseJsonResponse(response);
-  if (!response.ok) {
-    throw new Error(extractErrorMessage(body, response.status));
-  }
-
-  return body;
-}
-
-// ───────────────────────── Fill Form: model + template tiles ──────────────
-
-// "1 field" / "3 forms" — keeps the count-and-label logic in one place.
-function pluralize(count, noun) {
-  return `${count} ${noun}${count === 1 ? "" : "s"}`;
-}
-
-// Look up a template by id (ids may arrive as strings from dataset attributes).
-function findTemplate(id) {
-  return templates.find((template) => Number(template.id) === Number(id));
-}
-
-// Populate the model picker from the local Ollama models the API reports.
-async function loadModels() {
-  const select = elements.fillModel;
-  try {
-    const response = await fetch(`${API_BASE_URL}/forms/models`);
-    const body = await parseJsonResponse(response);
-    if (!response.ok) {
-      throw new Error(extractErrorMessage(body, response.status));
-    }
-
-    select.innerHTML = "";
-    const models = body.models || [];
-    models.forEach((name) => {
-      const isDefault = name === body.default;
-      const option = document.createElement("option");
-      option.value = name;
-      option.textContent = isDefault ? `${name} (default)` : name;
-      option.selected = isDefault;
-      select.append(option);
-    });
-  } catch (_error) {
-    // Ollama unreachable — leave one placeholder so the picker isn't empty.
-    if (!select.options.length) {
-      const option = document.createElement("option");
-      option.value = "";
-      option.textContent = "(default model)";
-      select.append(option);
-    }
-  }
-}
-
-// Build one selectable tile. Whether it's selected is shown purely through the
-// tile's highlighted styling (.selected) — there's no separate checkbox.
-function createTemplateTile(template) {
-  const id = Number(template.id);
-  const selected = selectedFillIds.has(id);
-
-  const tile = document.createElement("div");
-  tile.className = selected ? "template-tile selected" : "template-tile";
-  tile.dataset.templateId = String(id);
-  // Behaves like a toggle button for keyboard and screen-reader users.
-  tile.setAttribute("role", "button");
-  tile.setAttribute("tabindex", "0");
-  tile.setAttribute("aria-pressed", String(selected));
-
-  const title = document.createElement("span");
-  title.className = "tile-title";
-  title.textContent = template.name || "Untitled";
-
-  const fieldCount = template.fields ? Object.keys(template.fields).length : 0;
-  const meta = document.createElement("span");
-  meta.className = "tile-meta";
-  meta.textContent = pluralize(fieldCount, "field");
-
-  const body = document.createElement("div");
-  body.className = "tile-body";
-  body.append(title, meta);
-
-  // Preview must not toggle selection, so it carries its own id and the click
-  // handler stops the event from bubbling up to the tile.
-  const previewButton = document.createElement("button");
-  previewButton.type = "button";
-  previewButton.className = "tile-preview-btn";
-  previewButton.dataset.previewId = String(id);
-  previewButton.textContent = "Preview";
-
-  tile.append(body, previewButton);
-  return tile;
-}
-
-function renderFillTemplates() {
-  const container = elements.fillTemplateTiles;
-  container.innerHTML = "";
-
-  if (!templates.length) {
-    const empty = document.createElement("p");
-    empty.className = "empty-state";
-    empty.textContent = "No templates yet — create one in the Create Template tab.";
-    container.append(empty);
-    updateFillButtonState();
-    return;
-  }
-
-  templates.forEach((template) => container.append(createTemplateTile(template)));
-  updateFillButtonState();
-}
-
-function handleTileClick(event) {
-  // A click on the Preview button previews the PDF without toggling selection.
-  const previewButton = event.target.closest(".tile-preview-btn");
-  if (previewButton) {
-    event.stopPropagation();
-    const template = findTemplate(previewButton.dataset.previewId);
-    if (template) {
-      elements.serverPdfPath.value = template.pdf_path || "";
-      previewFromPath(template.pdf_path || "", { switchToPreview: true });
-    }
-    return;
-  }
-
-  // A click anywhere else on the tile toggles it on/off for filling.
-  const tile = event.target.closest(".template-tile");
-  if (tile) {
-    toggleFillSelection(Number(tile.dataset.templateId));
-  }
-}
-
-function handleTileKeydown(event) {
-  // Enter/Space activate the focused tile, matching its role="button".
-  if (event.key !== "Enter" && event.key !== " ") {
-    return;
-  }
-  const tile = event.target.closest(".template-tile");
-  if (tile) {
-    event.preventDefault();
-    toggleFillSelection(Number(tile.dataset.templateId));
-  }
-}
-
-function toggleFillSelection(id) {
-  if (selectedFillIds.has(id)) {
-    selectedFillIds.delete(id);
-  } else {
-    selectedFillIds.add(id);
-  }
-  renderFillTemplates();
-}
-
-function updateFillButtonState() {
-  const count = selectedFillIds.size;
-  const nothingSelected = count === 0;
-
-  // Greyed out (but still clickable) until at least one form is chosen.
-  elements.fillSubmitBtn.classList.toggle("is-disabled", nothingSelected);
-  elements.fillSubmitBtn.textContent = count > 1 ? `Fill ${count} Forms` : "Fill Form";
-
-  elements.fillSelectionHint.classList.remove("error");
-  elements.fillSelectionHint.textContent = nothingSelected
-    ? "Select one or more forms to fill."
-    : `${pluralize(count, "form")} selected.`;
-}
-
-// A human-readable label for a template, used in the success/error summary.
-function templateLabel(id) {
-  const template = findTemplate(id);
-  return template && template.name ? template.name : `id ${id}`;
-}
-
-// Fill a single template and return its submission. Throws on failure so the
-// caller can note which form failed and still continue with the others.
-async function fillOneTemplate(id, inputText, model) {
-  const response = await fetch(`${API_BASE_URL}/forms/fill`, {
-    method: "POST",
-    headers: { "Content-Type": "application/json" },
-    body: JSON.stringify({ template_id: id, input_text: inputText, model }),
-  });
-  const body = await parseJsonResponse(response);
-  if (!response.ok) {
-    throw new Error(extractErrorMessage(body, response.status));
-  }
-  return body;
-}
-
-// Summarize "N filled, M failed" into the status line, choosing the right tone:
-// all-good = success, some failed but some worked = info, nothing worked = error.
-function reportFillOutcome(results, errors) {
-  const parts = [];
-  if (results.length) parts.push(`${results.length} filled`);
-  if (errors.length) parts.push(`${errors.length} failed`);
-
-  let level = "success";
-  if (errors.length) {
-    level = results.length ? "info" : "error";
-  }
-
-  const detail = errors.length ? ` ${errors.join("; ")}` : "";
-  setStatus(elements.fillFormMessage, `${parts.join(", ")}.${detail}`, level);
-}
-
-async function handleFillSubmit(event) {
-  event.preventDefault();
-  clearJson(elements.fillFormResponse);
-  setStatus(elements.fillFormMessage, "");
-
-  const ids = Array.from(selectedFillIds);
-  if (!ids.length) {
-    // The button looks disabled but stays clickable, so prompt the user here.
-    elements.fillSelectionHint.classList.add("error");
-    elements.fillSelectionHint.textContent = "Select at least one form to fill.";
-    setStatus(elements.fillFormMessage, "Select at least one form to fill.", "error");
-    return;
-  }
-
-  const inputText = elements.inputText.value.trim();
-  if (!inputText) {
-    setStatus(elements.fillFormMessage, "Input text is required.", "error");
-    return;
-  }
-
-  // An empty picker value means "let the server use its default model".
-  const model = elements.fillModel.value || undefined;
-  setStatus(elements.fillFormMessage, `Filling ${pluralize(ids.length, "form")}…`, "info");
-
-  // Fill each selected form independently so one failure doesn't stop the rest.
-  const results = [];
-  const errors = [];
-  for (const id of ids) {
-    try {
-      results.push(await fillOneTemplate(id, inputText, model));
-    } catch (error) {
-      errors.push(`${templateLabel(id)}: ${error.message}`);
-    }
-  }
-
-  const lastResult = results[results.length - 1];
-  if (lastResult) {
-    showJson(elements.fillFormResponse, results.length === 1 ? lastResult : results);
-    if (lastResult.output_pdf_path) {
-      localStorage.setItem(STORAGE_LAST_OUTPUT_KEY, lastResult.output_pdf_path);
-      elements.serverPdfPath.value = lastResult.output_pdf_path;
-    }
-  }
-
-  reportFillOutcome(results, errors);
-
-  // Preview the most recently filled PDF.
-  if (lastResult && lastResult.output_pdf_path) {
-    await previewFromPath(lastResult.output_pdf_path, { switchToPreview: true });
-  }
-}
-
-// ───────────────────────── Speech-to-text (local Whisper) ─────────────────
-
-function setSttStatus(message) {
-  if (elements.sttStatus) {
-    elements.sttStatus.textContent = message || "";
-  }
-}
-
-async function startRecording() {
-  if (mediaRecorder) {
-    return;
-  }
-  if (!navigator.mediaDevices || !navigator.mediaDevices.getUserMedia) {
-    setSttStatus("Microphone capture is not available in this environment.");
-    return;
-  }
-
-  try {
-    recordingStream = await navigator.mediaDevices.getUserMedia({ audio: true });
-  } catch (error) {
-    setSttStatus("Microphone permission denied.");
-    return;
-  }
-
-  recordedChunks = [];
-  mediaRecorder = new MediaRecorder(recordingStream);
-  mediaRecorder.addEventListener("dataavailable", (event) => {
-    if (event.data && event.data.size > 0) {
-      recordedChunks.push(event.data);
-    }
-  });
-  mediaRecorder.addEventListener("stop", handleRecordingStop);
-  mediaRecorder.start();
-
-  elements.sttControls.classList.add("is-recording");
-  elements.sttControls.classList.remove("is-paused");
-  elements.sttRecordBtn.disabled = true;
-  elements.sttPauseBtn.disabled = false;
-  elements.sttStopBtn.disabled = false;
-  elements.sttPauseBtn.textContent = "Pause";
-  setSttStatus("Recording…");
-}
-
-function togglePauseRecording() {
-  if (!mediaRecorder) {
-    return;
-  }
-  if (mediaRecorder.state === "recording") {
-    mediaRecorder.pause();
-    elements.sttControls.classList.add("is-paused");
-    elements.sttControls.classList.remove("is-recording");
-    elements.sttPauseBtn.textContent = "Resume";
-    setSttStatus("Paused.");
-  } else if (mediaRecorder.state === "paused") {
-    mediaRecorder.resume();
-    elements.sttControls.classList.add("is-recording");
-    elements.sttControls.classList.remove("is-paused");
-    elements.sttPauseBtn.textContent = "Pause";
-    setSttStatus("Recording…");
-  }
-}
-
-function stopRecording() {
-  if (!mediaRecorder) {
-    return;
-  }
-  // Lock the controls while we finalize capture and transcribe.
-  elements.sttPauseBtn.disabled = true;
-  elements.sttStopBtn.disabled = true;
-  setSttStatus("Finishing capture…");
-  mediaRecorder.stop();
-}
-
-async function handleRecordingStop() {
-  elements.sttControls.classList.remove("is-recording", "is-paused");
-  stopRecordingStream();
-
-  const chunks = recordedChunks;
-  const recorder = mediaRecorder;
-  recordedChunks = [];
-  mediaRecorder = null;
-
-  const blob = new Blob(chunks, { type: (recorder && recorder.mimeType) || "audio/webm" });
-  if (!blob.size) {
-    resetSttControls();
-    setSttStatus("Nothing was recorded.");
-    return;
-  }
-
-  try {
-    setSttStatus("Transcribing…");
-    const text = await transcribeAudio(blob);
-    appendTranscribedText(text);
-    setSttStatus(text ? "Transcription added." : "No speech detected.");
-  } catch (error) {
-    setSttStatus(`Transcription failed: ${error.message}`);
-  } finally {
-    resetSttControls();
-  }
-}
-
-function resetSttControls() {
-  elements.sttRecordBtn.disabled = false;
-  elements.sttPauseBtn.disabled = true;
-  elements.sttStopBtn.disabled = true;
-  elements.sttPauseBtn.textContent = "Pause";
-  elements.sttControls.classList.remove("is-recording", "is-paused");
-}
-
-function stopRecordingStream() {
-  if (recordingStream) {
-    recordingStream.getTracks().forEach((track) => track.stop());
-    recordingStream = null;
-  }
-}
-
-function appendTranscribedText(text) {
-  if (!text) {
-    return;
-  }
-  const existing = elements.inputText.value.trim();
-  elements.inputText.value = existing ? `${existing} ${text}` : text;
-  // Let any listeners (and the required-field check) see the new value.
-  elements.inputText.dispatchEvent(new Event("input"));
-}
-
-// "audio/webm;codecs=opus" -> "webm". Just gives the upload a sensible filename;
-// the server decodes by content, not extension.
-function audioExtension(mimeType) {
-  const subtype = (mimeType || "").split("/")[1] || "";
-  const withoutCodecs = subtype.split(";")[0].trim();
-  return withoutCodecs || "webm";
-}
-
-// The Whisper ASR service decodes audio with ffmpeg, so we post the recording
-// as-is (typically webm/opus) — no client-side transcoding needed.
-async function transcribeAudio(blob) {
-  const formData = new FormData();
-  formData.append("audio", blob, `recording.${audioExtension(blob.type)}`);
-
-  const response = await fetch(`${API_BASE_URL}/forms/transcribe`, {
-    method: "POST",
-    body: formData,
-  });
-  const body = await parseJsonResponse(response);
-  if (!response.ok) {
-    throw new Error(extractErrorMessage(body, response.status));
-  }
-  return (body.text || "").trim();
-}
-
-function handleTemplateActionClick(event) {
-  const button = event.target.closest("button[data-action]");
-  if (!button) {
-    return;
-  }
-
-  const id = Number(button.dataset.templateId);
-  const template = templates.find((item) => Number(item.id) === id);
-  if (!template) {
-    return;
-  }
-
-  if (button.dataset.action === "preview") {
-    elements.serverPdfPath.value = template.pdf_path || "";
-    previewFromPath(template.pdf_path || "", { switchToPreview: true });
-    return;
-  }
-
-  if (button.dataset.action === "use-fill") {
-    selectedFillIds.add(Number(template.id));
-    renderFillTemplates();
-    activateSection("fillFormSection");
-    setStatus(
-      elements.fillFormMessage,
-      `"${template.name || "Template"}" selected for filling.`,
-      "info"
-    );
-  }
-}
-
-function handleLocalFilePreview(event) {
-  const file = event.target.files && event.target.files[0];
-  if (!file) {
-    return;
-  }
-
-  if (activeObjectUrl) {
-    URL.revokeObjectURL(activeObjectUrl);
-  }
-
-  activeObjectUrl = URL.createObjectURL(file);
-  elements.pdfFrame.src = activeObjectUrl;
-  switchSection("pdfPreviewerSection");
-  setStatus(elements.previewStatus, `Previewing local file: ${file.name}`, "success");
-}
-
-function resolvePreviewCandidates(pathInput) {
-  const raw = String(pathInput || "").trim();
-  if (!raw) {
-    return [];
-  }
-
-  if (/^https?:\/\//i.test(raw)) {
-    return [raw];
-  }
-
-  return [`${API_BASE_URL}/templates/preview?path=${encodeURIComponent(raw)}`];
-}
-
-async function previewFromPath(pathInput, options = {}) {
-  if (options.switchToPreview) {
-    switchSection("pdfPreviewerSection");
-  }
-
-  const raw = String(pathInput || "").trim();
-  if (!raw) {
-    setStatus(elements.previewStatus, "Enter a PDF path or URL first.", "error");
-    return false;
-  }
-
-  const candidates = resolvePreviewCandidates(raw);
-  if (!candidates.length) {
-    setStatus(elements.previewStatus, "Unable to parse preview path.", "error");
-    return false;
-  }
-
-  setStatus(elements.previewStatus, "Attempting to preview path...", "info");
-  let lastReason = "unknown error";
-
-  for (const candidate of candidates) {
-    try {
-      const response = await fetch(candidate, { method: "HEAD" });
-      if (response.ok || response.status === 405) {
-        elements.pdfFrame.src = candidate;
-        setStatus(elements.previewStatus, `Previewing path: ${candidate}`, "success");
-        return true;
-      }
-      lastReason = `${response.status} ${response.statusText}`.trim();
-    } catch (error) {
-      lastReason = error.message;
-    }
-  }
-
-  const likelyServerLocal =
-    !/^https?:\/\//i.test(raw) && !raw.startsWith("/");
-
-  if (likelyServerLocal) {
-    setStatus(
-      elements.previewStatus,
-      `Could not preview "${raw}". It looks like a server-local path and may not be web-accessible.`,
-      "error"
-    );
-  } else {
-    setStatus(
-      elements.previewStatus,
-      `Could not preview path. Last error: ${lastReason}`,
-      "error"
-    );
-  }
-
-  return false;
-}
-
-function renderTemplates() {
-  elements.templatesList.innerHTML = "";
-
-  if (!templates.length) {
-    elements.templatesEmpty.classList.remove("hidden");
-    return;
-  }
-
-  elements.templatesEmpty.classList.add("hidden");
-  templates.forEach((template) => {
-    const card = document.createElement("article");
-    card.className = "template-card";
-
-    const title = document.createElement("h3");
-    title.textContent = `${template.name || "Untitled"} (id: ${template.id ?? "n/a"})`;
-
-    const path = document.createElement("p");
-    path.className = "template-meta";
-    path.textContent = `pdf_path: ${template.pdf_path || ""}`;
-
-    const fields = buildFieldsTable(template.fields || {});
-
-    const actions = document.createElement("div");
-    actions.className = "card-actions";
-
-    const previewButton = document.createElement("button");
-    previewButton.type = "button";
-    previewButton.dataset.action = "preview";
-    previewButton.dataset.templateId = String(template.id);
-    previewButton.textContent = "Preview This Template";
-
-    const useFillButton = document.createElement("button");
-    useFillButton.type = "button";
-    useFillButton.dataset.action = "use-fill";
-    useFillButton.dataset.templateId = String(template.id);
-    useFillButton.textContent = "Use in Fill Form";
-
-    actions.append(previewButton, useFillButton);
-    card.append(title, path, fields, actions);
-    elements.templatesList.append(card);
-  });
-}
-
-function buildFieldsTable(fieldsDict) {
-  const table = document.createElement("table");
-  table.className = "fields-table";
-
-  const thead = document.createElement("thead");
-  thead.innerHTML = "<tr><th>Field</th><th>Type</th></tr>";
-  table.appendChild(thead);
-
-  const tbody = document.createElement("tbody");
-  const entries = Object.entries(fieldsDict || {});
-  if (!entries.length) {
-    const row = document.createElement("tr");
-    const cell = document.createElement("td");
-    cell.colSpan = 2;
-    cell.textContent = "No fields.";
-    row.appendChild(cell);
-    tbody.appendChild(row);
-  } else {
-    for (const [name, type] of entries) {
-      const row = document.createElement("tr");
-      const nameCell = document.createElement("td");
-      nameCell.textContent = name;
-      const typeCell = document.createElement("td");
-      typeCell.textContent = TYPE_VALUE_TO_LABEL[type] || "Text";
-      row.append(nameCell, typeCell);
-      tbody.appendChild(row);
-    }
-  }
-  table.appendChild(tbody);
-  return table;
-}
-
-function normalizeFieldType(value) {
-  return TYPE_VALUE_TO_LABEL[value] ? value : "string";
-}
-
-function syncFieldRowsFromDom() {
-  const rowEls = Array.from(elements.fieldsBuilder.querySelectorAll(".field-row"));
-  fieldRows = rowEls.map((rowEl) => ({
-    name: rowEl.querySelector(".field-name").value,
-    type: rowEl.querySelector(".field-type").value,
-  }));
-}
-
-function renderFieldRows() {
-  const fragment = document.createDocumentFragment();
-  fieldRows.forEach((row, index) => {
-    fragment.appendChild(buildFieldRow(row, index));
-  });
-  elements.fieldsBuilder.innerHTML = "";
-  elements.fieldsBuilder.appendChild(fragment);
-  renderFieldCountBadge();
-}
-
-function buildFieldRow(row, index) {
-  const rowEl = document.createElement("div");
-  rowEl.className = "field-row";
-  rowEl.draggable = true;
-  rowEl.dataset.index = String(index);
-
-  const handle = document.createElement("span");
-  handle.className = "field-drag-handle";
-  handle.setAttribute("aria-hidden", "true");
-  handle.textContent = "⋮⋮"; // two-column dots — reads as a grip handle
-
-  const nameInput = document.createElement("input");
-  nameInput.type = "text";
-  nameInput.className = "field-name";
-  nameInput.placeholder = "Give description here";
-  nameInput.value = row.name || "";
-  nameInput.addEventListener("input", () => {
-    syncFieldRowsFromDom();
-  });
-
-  const typeSelect = document.createElement("select");
-  typeSelect.className = "field-type";
-  FIELD_TYPES.forEach((t) => {
-    const opt = document.createElement("option");
-    opt.value = t.value;
-    opt.textContent = t.label;
-    typeSelect.appendChild(opt);
-  });
-  typeSelect.value = normalizeFieldType(row.type);
-  typeSelect.addEventListener("change", () => {
-    syncFieldRowsFromDom();
-  });
-
-  const deleteBtn = document.createElement("button");
-  deleteBtn.type = "button";
-  deleteBtn.className = "field-delete-btn";
-  deleteBtn.setAttribute("aria-label", "Remove field");
-  deleteBtn.textContent = "✕"; // ✕
-  deleteBtn.addEventListener("click", () => {
-    syncFieldRowsFromDom();
-    const rowIndex = Number(rowEl.dataset.index);
-    fieldRows.splice(rowIndex, 1);
-    renderFieldRows();
-  });
-
-  rowEl.addEventListener("dragstart", handleRowDragStart);
-  rowEl.addEventListener("dragover", handleRowDragOver);
-  rowEl.addEventListener("dragleave", handleRowDragLeave);
-  rowEl.addEventListener("drop", handleRowDrop);
-  rowEl.addEventListener("dragend", handleRowDragEnd);
-
-  rowEl.append(handle, nameInput, typeSelect, deleteBtn);
-  return rowEl;
-}
-
-function toggleMakeFillableHelp() {
-  const willShow = elements.makeFillableHelp.classList.contains("hidden");
-  elements.makeFillableHelp.classList.toggle("hidden", !willShow);
-  elements.makeFillableHelpBtn.setAttribute("aria-expanded", String(willShow));
-}
-
-async function handleMakeFillableClick() {
-  if (!selectedTemplateFile) {
-    setStatus(elements.templateFormMessage, "Select a PDF first.", "error");
-    return;
-  }
-
-  const templateDirectory = DEFAULT_TEMPLATE_DIRECTORY;
-
-  elements.makeFillableBtn.disabled = true;
-  const previousLabel = elements.makeFillableBtn.textContent;
-  elements.makeFillableBtn.textContent = "Working...";
-  setStatus(
-    elements.templateFormMessage,
-    "Uploading PDF and running fillable-field detection (this can take a minute)...",
-    "info"
-  );
-
-  try {
-    if (!uploadedPath) {
-      const upload = await uploadTemplatePdf(selectedTemplateFile, templateDirectory);
-      uploadedPath = upload.pdf_path;
-    }
-
-    const response = await fetch(`${API_BASE_URL}/templates/make-fillable`, {
-      method: "POST",
-      headers: { "Content-Type": "application/json" },
-      body: JSON.stringify({ pdf_path: uploadedPath }),
-    });
-    const body = await parseJsonResponse(response);
-    if (!response.ok) {
-      throw new Error(extractErrorMessage(body, response.status));
-    }
-
-    uploadedPath = body.pdf_path;
-    const count = typeof body.field_count === "number" ? body.field_count : null;
-    uploadedFieldCount = count;
-    renderFieldCountBadge();
-    setStatus(
-      elements.templateFormMessage,
-      count !== null
-        ? `Fillable PDF created — ${count} field${count === 1 ? "" : "s"} detected.`
-        : "Fillable PDF created.",
-      "success"
-    );
-    elements.makeFillableBtn.textContent = "Re-detect fields";
-    elements.makeFillableBtn.disabled = false;
-  } catch (error) {
-    setStatus(elements.templateFormMessage, error.message, "error");
-    elements.makeFillableBtn.textContent = previousLabel;
-    elements.makeFillableBtn.disabled = false;
-  }
-}
-
-function handleAddFieldClick() {
-  syncFieldRowsFromDom();
-  fieldRows.push({ name: "", type: "string" });
-  renderFieldRows();
-  const rows = elements.fieldsBuilder.querySelectorAll(".field-row .field-name");
-  if (rows.length) {
-    rows[rows.length - 1].focus();
-  }
-}
-
-function handleRowDragStart(event) {
-  const rowEl = event.currentTarget;
-  dragSourceIndex = Number(rowEl.dataset.index);
-  rowEl.classList.add("is-dragging");
-  if (event.dataTransfer) {
-    event.dataTransfer.effectAllowed = "move";
-    event.dataTransfer.setData("text/plain", String(dragSourceIndex));
-  }
-}
-
-function handleRowDragOver(event) {
-  event.preventDefault();
-  if (event.dataTransfer) {
-    event.dataTransfer.dropEffect = "move";
-  }
-  event.currentTarget.classList.add("drag-over");
-}
-
-function handleRowDragLeave(event) {
-  event.currentTarget.classList.remove("drag-over");
-}
-
-function handleRowDrop(event) {
-  event.preventDefault();
-  const rowEl = event.currentTarget;
-  rowEl.classList.remove("drag-over");
-  const targetIndex = Number(rowEl.dataset.index);
-  if (dragSourceIndex === null || dragSourceIndex === targetIndex) {
-    return;
-  }
-  syncFieldRowsFromDom();
-  const [moved] = fieldRows.splice(dragSourceIndex, 1);
-  fieldRows.splice(targetIndex, 0, moved);
-  dragSourceIndex = null;
-  renderFieldRows();
-}
-
-function handleRowDragEnd(event) {
-  event.currentTarget.classList.remove("is-dragging");
-  elements.fieldsBuilder
-    .querySelectorAll(".field-row.drag-over")
-    .forEach((el) => el.classList.remove("drag-over"));
-  dragSourceIndex = null;
-}
-
-function loadTemplates() {
-  try {
-    const raw = localStorage.getItem(STORAGE_TEMPLATES_KEY);
-    if (!raw) {
-      return [];
-    }
-    const parsed = JSON.parse(raw);
-    return Array.isArray(parsed) ? parsed : [];
-  } catch (_error) {
-    return [];
-  }
-}
-
-function saveTemplates() {
-  localStorage.setItem(STORAGE_TEMPLATES_KEY, JSON.stringify(templates));
-}
-
-function upsertTemplate(template) {
-  const normalized = {
-    id: template.id,
-    name: template.name || "",
-    pdf_path: template.pdf_path || "",
-    fields: template.fields || {},
-  };
-
-  const index = templates.findIndex((item) => Number(item.id) === Number(template.id));
-  if (index >= 0) {
-    templates[index] = normalized;
-  } else {
-    templates.unshift(normalized);
-  }
-
-  saveTemplates();
-}
-
-function restorePreviewState() {
-  const lastPath = localStorage.getItem(STORAGE_LAST_OUTPUT_KEY);
-  if (lastPath) {
-    elements.serverPdfPath.value = lastPath;
-  }
-}
-
-async function parseJsonResponse(response) {
-  const text = await response.text();
-  if (!text) {
-    return {};
-  }
-  try {
-    return JSON.parse(text);
-  } catch (_error) {
-    return { raw: text };
-  }
-}
-
-function extractErrorMessage(responseBody, statusCode) {
-  if (responseBody && typeof responseBody === "object") {
-    if (typeof responseBody.error === "string") {
-      return responseBody.error;
-    }
-    if (Array.isArray(responseBody.detail)) {
-      const first = responseBody.detail[0];
-      if (first && typeof first.msg === "string") {
-        return first.msg;
-      }
-    }
-    if (typeof responseBody.detail === "string") {
-      return responseBody.detail;
-    }
-    if (typeof responseBody.raw === "string") {
-      return responseBody.raw;
-    }
-  }
-  return `Request failed with status ${statusCode}.`;
-}
diff --git a/frontend/electron.js b/frontend/electron.js
deleted file mode 100644
index 9fc7e19..0000000
--- a/frontend/electron.js
+++ /dev/null
@@ -1,64 +0,0 @@
-const { app, BrowserWindow } = require("electron");
-const path = require("path");
-const { spawn } = require("child_process");
-
-let backendProcess = null;
-
-function startBackend() {
-  if (app.isPackaged) {
-    const ext = process.platform === 'win32' ? '.exe' : '';
-    const backendPath = path.join(process.resourcesPath, "bin", `api-backend${ext}`);
-    
-    backendProcess = spawn(backendPath, [], {
-      stdio: 'ignore'
-    });
-
-    backendProcess.on('error', (err) => {
-      console.error('Failed to start backend process.', err);
-    });
-  } else {
-    console.log("Running in development mode. Assuming backend is running via Docker Desktop.");
-  }
-}
-
-function createWindow() {
-  const win = new BrowserWindow({
-    width: 1100,
-    height: 800,
-    webPreferences: {
-      preload: path.join(__dirname, "preload.js"),
-    },
-  });
-
-  // Allow microphone capture for the local speech-to-text recorder. Audio is
-  // only ever sent to the local Whisper service — nothing leaves the machine.
-  win.webContents.session.setPermissionRequestHandler(
-    (webContents, permission, callback) => {
-      callback(permission === "media");
-    }
-  );
-
-  win.loadFile("index.html");
-  if (!app.isPackaged) {
-    win.webContents.openDevTools();
-  }
-}
-
-app.whenReady().then(() => {
-  startBackend();
-  createWindow();
-});
-
-app.on("will-quit", () => {
-  if (backendProcess) {
-    backendProcess.kill();
-  }
-});
-
-app.on("window-all-closed", () => {
-  if (process.platform !== "darwin") app.quit();
-});
-
-app.on("activate", () => {
-  if (BrowserWindow.getAllWindows().length === 0) createWindow();
-});
diff --git a/frontend/index.html b/frontend/index.html
deleted file mode 100644
index d525015..0000000
--- a/frontend/index.html
+++ /dev/null
@@ -1,165 +0,0 @@
-<!doctype html>
-<html lang="en">
-  <head>
-    <meta charset="UTF-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>FireForm</title>
-    <link rel="stylesheet" href="./styles.css" />
-  </head>
-  <body>
-    <div id="loadingScreen" class="loading-screen">
-      <div class="spinner"></div>
-      <h2>Starting up...</h2>
-      <p>Initializing FireForm backend</p>
-    </div>
-    <main class="app-shell">
-      <header class="app-header">
-        <h1>FireForm</h1>
-        <p class="subtitle">
-          Create templates, fill forms, and preview PDFs from one place.
-        </p>
-      </header>
-
-      <nav class="tabs" aria-label="Primary sections">
-        <button class="tab active" type="button" data-target="uploaderSection">
-          Upload Template
-        </button>
-        <button class="tab" type="button" data-target="templateViewerSection">
-          Templates
-        </button>
-        <button class="tab" type="button" data-target="fillFormSection">
-          Fill Form
-        </button>
-        <button class="tab" type="button" data-target="pdfPreviewerSection">
-          PDF Preview
-        </button>
-      </nav>
-
-      <section id="uploaderSection" class="panel card">
-        <h2>Create Template</h2>
-        <form id="templateForm" class="stacked-form">
-          <label for="templateName">Template Name</label>
-          <input id="templateName" type="text" placeholder="Incident Intake Form" required />
-
-          <label for="templatePdfFile">Template PDF File</label>
-          <input id="templatePdfFile" type="file" accept="application/pdf" class="hidden" />
-          <div
-            id="pdfDropZone"
-            class="dropzone"
-            role="button"
-            tabindex="0"
-            aria-label="Drag and drop a PDF file or click to select"
-          >
-            <strong>Drag and drop a PDF here</strong>
-            <span>or click to select a file</span>
-          </div>
-          <p id="selectedFileMeta" class="helper">No PDF selected.</p>
-          <button id="changePdfBtn" type="button" class="secondary-btn hidden">Change PDF</button>
-
-          <div class="inline-actions">
-            <button id="makeFillableBtn" type="button" class="secondary-btn" disabled>
-              Make this PDF fillable
-            </button>
-            <button
-              id="makeFillableHelpBtn"
-              type="button"
-              class="help-trigger"
-              aria-expanded="false"
-              aria-controls="makeFillableHelp"
-              aria-label="What does this do?"
-            >?</button>
-          </div>
-          <p id="makeFillableHelp" class="helper hidden">
-            Use this only if your PDF doesn't already have fillable form fields. It runs
-            an AI step to detect fields and add them (slower). Skip it if your PDF is
-            already fillable.
-          </p>
-
-          <label>Form Fields</label>
-          <p class="helper">
-            What information should be filled in? Add one row per field. Fields are filled
-            into your PDF in the order shown — drag to reorder.
-          </p>
-          <p id="fieldCountBadge" class="field-count-badge hidden" aria-live="polite"></p>
-          <div id="fieldsBuilder" class="fields-builder" aria-live="polite"></div>
-          <button id="addFieldBtn" type="button" class="secondary-btn">+ Add Field</button>
-
-          <button type="submit">Create Template</button>
-        </form>
-        <p id="templateFormMessage" class="status" aria-live="polite"></p>
-        <pre id="templateFormResponse" class="json-output hidden"></pre>
-      </section>
-
-      <section id="templateViewerSection" class="panel card hidden">
-        <h2>Templates</h2>
-        <p class="helper">
-          Templates are loaded from the database and refreshed automatically.
-        </p>
-        <div id="templatesEmpty" class="empty-state hidden">No templates stored yet.</div>
-        <div id="templatesList" class="template-list"></div>
-      </section>
-
-      <section id="fillFormSection" class="panel card hidden">
-        <h2>Fill Form</h2>
-        <form id="fillForm" class="stacked-form">
-          <label for="inputText">Incident Input Text</label>
-          <div class="stt-controls" id="sttControls">
-            <button id="sttRecordBtn" type="button" class="secondary-btn stt-btn">
-              <span class="stt-dot" aria-hidden="true"></span> Record
-            </button>
-            <button id="sttPauseBtn" type="button" class="secondary-btn stt-btn" disabled>
-              Pause
-            </button>
-            <button id="sttStopBtn" type="button" class="secondary-btn stt-btn" disabled>
-              Stop &amp; Transcribe
-            </button>
-            <span id="sttStatus" class="stt-status" aria-live="polite"></span>
-          </div>
-          <textarea
-            id="inputText"
-            rows="6"
-            placeholder="Describe the incident using natural language, or use the recorder above..."
-          ></textarea>
-
-          <label>Forms to fill</label>
-          <p id="fillSelectionHint" class="helper">Select one or more forms to fill.</p>
-          <div id="fillTemplateTiles" class="template-tiles"></div>
-
-          <label for="fillModel">Extraction model</label>
-          <select id="fillModel"></select>
-
-          <button id="fillSubmitBtn" type="submit" class="is-disabled">Fill Form</button>
-        </form>
-        <p id="fillFormMessage" class="status" aria-live="polite"></p>
-        <pre id="fillFormResponse" class="json-output hidden"></pre>
-      </section>
-
-      <section id="pdfPreviewerSection" class="panel card hidden">
-        <h2>PDF Preview</h2>
-
-        <div class="preview-controls">
-          <label for="localPdfFile">Preview Local PDF</label>
-          <input id="localPdfFile" type="file" accept="application/pdf" />
-        </div>
-
-        <div class="preview-controls">
-          <label for="serverPdfPath">Preview from Template or Output Path</label>
-          <div class="inline-actions">
-            <input
-              id="serverPdfPath"
-              type="text"
-              placeholder="src/inputs/file_template.pdf or https://..."
-              spellcheck="false"
-            />
-            <button id="previewPathBtn" type="button">Preview Path</button>
-          </div>
-        </div>
-
-        <p id="previewStatus" class="status" aria-live="polite"></p>
-        <iframe id="pdfFrame" title="PDF Preview"></iframe>
-      </section>
-    </main>
-
-    <script src="./app.js?v=20260520a"></script>
-  </body>
-</html>
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
deleted file mode 100644
index 86ed680..0000000
--- a/frontend/package-lock.json
+++ /dev/null
@@ -1,4025 +0,0 @@
-{
-  "name": "fireform",
-  "version": "1.1.0",
-  "lockfileVersion": 3,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "fireform",
-      "version": "1.1.0",
-      "devDependencies": {
-        "electron": "^35.0.0",
-        "electron-builder": "^26.0.0"
-      }
-    },
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-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "ajv": "^6.12.0",
-        "ajv-keywords": "^3.4.1"
-      },
-      "engines": {
-        "node": ">= 8.9.0"
-      },
-      "funding": {
-        "type": "opencollective",
-        "url": "https://opencollective.com/webpack"
-      }
-    },
-    "node_modules/@electron/asar": {
-      "version": "3.4.1",
-      "resolved": "https://registry.npmjs.org/@electron/asar/-/asar-3.4.1.tgz",
-      "integrity": "sha512-i4/rNPRS84t0vSRa2HorerGRXWyF4vThfHesw0dmcWHp+cspK743UanA0suA5Q5y8kzY2y6YKrvbIUn69BCAiA==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "commander": "^5.0.0",
-        "glob": "^7.1.6",
-        "minimatch": "^3.0.4"
-      },
-      "bin": {
-        "asar": "bin/asar.js"
-      },
-      "engines": {
-        "node": ">=10.12.0"
-      }
-    },
-    "node_modules/@electron/asar/node_modules/balanced-match": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
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-      "dev": true,
-      "license": "MIT"
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diff --git a/frontend/package.json b/frontend/package.json
deleted file mode 100644
index 468e34c..0000000
--- a/frontend/package.json
+++ /dev/null
@@ -1,44 +0,0 @@
-{
-  "name": "fireform",
-  "version": "1.1.0",
-  "description": "FireForm — report once, file everywhere",
-  "repository": "fireform-core/FireForm",
-  "main": "electron.js",
-  "scripts": {
-    "start": "electron .",
-    "dist": "electron-builder --publish never"
-  },
-  "devDependencies": {
-    "electron": "^35.0.0",
-    "electron-builder": "^26.0.0"
-  },
-  "build": {
-    "appId": "com.fireform.app",
-    "productName": "FireForm",
-    "files": [
-      "index.html",
-      "app.js",
-      "styles.css",
-      "electron.js",
-      "preload.js"
-    ],
-    "extraResources": [
-      {
-        "from": "bin",
-        "to": "bin",
-        "filter": [
-          "**/*"
-        ]
-      }
-    ],
-    "mac": {
-      "target": "dmg"
-    },
-    "win": {
-      "target": "nsis"
-    },
-    "linux": {
-      "target": "AppImage"
-    }
-  }
-}
diff --git a/frontend/preload.js b/frontend/preload.js
deleted file mode 100644
index 4e99198..0000000
--- a/frontend/preload.js
+++ /dev/null
@@ -1,3 +0,0 @@
-// Preload script — placeholder for future Node.js bridge APIs.
-// Use contextBridge.exposeInMainWorld() here to safely expose
-// Node functionality to the renderer process when needed.
diff --git a/frontend/styles.css b/frontend/styles.css
deleted file mode 100644
index c5b4a69..0000000
--- a/frontend/styles.css
+++ /dev/null
@@ -1,658 +0,0 @@
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