diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 4d6fdb368..154cfe774 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1264,11 +1264,25 @@ jobs:
         with:
           node-version: 22.18.0
           cache: npm
-          cache-dependency-path: apps/vscode/package-lock.json
+          cache-dependency-path: |
+            sdk/package-lock.json
+            sdk/typescript/package-lock.json
+            apps/vscode/package-lock.json
+      - uses: actions/setup-go@40f1582b2485089dde7abd97c1529aa768e1baff # v5.6.0
+        with:
+          go-version: 1.25.0
+          cache-dependency-path: sdk/go/go.sum
+      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        with:
+          python-version: 3.10.18
+      - name: Generate and verify the pinned SDK bindings
+        run: |
+          ./sdk/scripts/install-codegen-tools
+          ./sdk/scripts/generate
+          git diff --exit-code -- sdk
       - name: Check and build the shared extension
         run: |
           cd sdk/typescript
-          npm ci --ignore-scripts
           npm run build
           cd ../../apps/vscode
           npm ci --ignore-scripts --legacy-peer-deps --install-links
diff --git a/apps/desktop/tests/browser/support/process-runtime-host.ts b/apps/desktop/tests/browser/support/process-runtime-host.ts
index f05010f82..a79104e5d 100644
--- a/apps/desktop/tests/browser/support/process-runtime-host.ts
+++ b/apps/desktop/tests/browser/support/process-runtime-host.ts
@@ -55,8 +55,21 @@ export async function processRuntimeHost(
     for await (const chunk of request) body += chunk.toString();
     const parsed = JSON.parse(body);
     observations.push(parsed);
-    const call = pending;
-    pending = null;
+    // Scheduled tasks share this provider; only the explicit bridge turn may
+    // consume the armed response. A due task must not steal its tool call.
+    const input = "Execute the next isolated process acceptance case.";
+    let explicitTurn = false;
+    for (const message of parsed.messages ?? []) {
+      if (message.role !== "user") continue;
+      explicitTurn = false;
+      const parts = Array.isArray(message.content)
+        ? message.content
+        : [{ type: "text", text: message.content }];
+      for (const part of parts)
+        if (part.type === "text" && part.text === input) explicitTurn = true;
+    }
+    const call = explicitTurn ? pending : null;
+    if (call) pending = null;
     const delta = call
       ? {
           tool_calls: [
diff --git a/apps/desktop/tests/browser/workflow-features-runtime.spec.ts b/apps/desktop/tests/browser/workflow-features-runtime.spec.ts
index 7040ff50f..01b185cbd 100644
--- a/apps/desktop/tests/browser/workflow-features-runtime.spec.ts
+++ b/apps/desktop/tests/browser/workflow-features-runtime.spec.ts
@@ -22,6 +22,17 @@ async function choose(page: Page, name: string, option: string) {
   await page.getByRole("combobox", { name, exact: true }).click();
   await page.getByRole("option", { name: option, exact: true }).click();
 }
+async function setTheme(page: Page, theme: "light" | "dark") {
+  await page.evaluate(async (theme) => {
+    document.documentElement.dataset.theme = theme;
+    await Promise.allSettled(
+      document
+        .getAnimations()
+        .filter((animation) => animation instanceof CSSTransition)
+        .map((animation) => animation.finished),
+    );
+  }, theme);
+}
 
 test("Workflows and Schedules use real manual runs, calendar tasks, model preferences, and exact uncertain-create reconciliation", async ({
   page,
@@ -389,18 +400,14 @@ test("Workflows and Schedules use real manual runs, calendar tasks, model prefer
       .fill(
         "Summarize consequential cybersecurity market developments with source links and actionable implications.",
       );
-    await page.evaluate(() => {
-      document.documentElement.dataset.theme = "dark";
-    });
+    await setTheme(page, "dark");
     await capture(page, "10-schedule-a-task-dark.png");
     const taskAudit = await new AxeBuilder({ page })
       .include(".workflow-dialog")
       .analyze();
     expect(taskAudit.violations).toEqual([]);
     await page.getByRole("button", { name: "Cancel", exact: true }).click();
-    await page.evaluate(() => {
-      document.documentElement.dataset.theme = "light";
-    });
+    await setTheme(page, "light");
     const audit = await new AxeBuilder({ page })
       .include(".workflow-surface")
       .analyze();