Add tests for migrations

- Updated alias options for time series and variable queries to prevent duplicates and ensure correct options are displayed.

.github/actions/usability-review-agent/action.yml

@@ -1,77 +0,0 @@
-name: Usability Review Agent
-description: Runs AI-powered usability testing using OpenAI Computer Use with Playwright
-
-inputs:
-  target_url:
-    description: The URL to test for usability
-    required: true
-  openai_api_key:
-    description: OpenAI API key with Computer Use access
-    required: true
-  openai_org:
-    description: OpenAI organization ID
-    required: false
-  grafana_username:
-    description: Grafana username for authentication
-    required: false
-  grafana_password:
-    description: Grafana password for authentication
-    required: false
-  workflow_name:
-    description: The workflow or feature to test
-    required: false
-    default: "the application interface"
-  prompt_file:
-    description: Custom prompt file to use (relative to action directory)
-    required: false
-    default: "prompt.txt"
-  output_text_path:
-    description: Path to save the review output text
-    required: false
-    default: "usability-review.txt"
-  screenshot_path:
-    description: Path to save the final screenshot
-    required: false
-    default: "usability-screenshot.png"
-
-outputs:
-  review_output:
-    description: Path to the review output file
-    value: ${{ inputs.output_text_path }}
-  screenshot_output:
-    description: Path to the screenshot file
-    value: ${{ inputs.screenshot_path }}
-
-runs:
-  using: "composite"
-  steps:
-    - name: Set up Python
-      uses: actions/setup-python@v5
-      with:
-        python-version: "3.11"
-
-    - name: Install dependencies
-      shell: bash
-      working-directory: ${{ github.action_path }}
-      run: |
-        python -m pip install -U pip
-        pip install -r requirements.txt
-        python -m playwright install --with-deps chromium
-        echo "System info:"
-        free -h || echo "free command not available"
-        df -h | head -5
-
-    - name: Run usability review agent
-      shell: bash
-      working-directory: ${{ github.action_path }}
-      env:
-        OPENAI_API_KEY: ${{ inputs.openai_api_key }}
-        OPENAI_ORG: ${{ inputs.openai_org }}
-        TARGET_URL: ${{ inputs.target_url }}
-        GRAFANA_USERNAME: ${{ inputs.grafana_username }}
-        GRAFANA_PASSWORD: ${{ inputs.grafana_password }}
-        OUTPUT_TEXT_PATH: ${{ github.workspace }}/${{ inputs.output_text_path }}
-        SCREENSHOT_PATH: ${{ github.workspace }}/${{ inputs.screenshot_path }}
-        PROMPT_FILE: ${{ github.action_path }}/${{ inputs.prompt_file }}
-      run: |
-        python run_agent.py

.github/actions/usability-review-agent/computers/__init__.py

@@ -1,11 +0,0 @@
-from . import default
-from . import contrib
-from .computer import Computer
-from .config import computers_config
-
-__all__ = [
-    "default",
-    "contrib",
-    "Computer",
-    "computers_config",
-]

.github/actions/usability-review-agent/computers/computer.py

@@ -1,29 +0,0 @@
-from typing import Protocol, List, Literal, Dict
-
-
-class Computer(Protocol):
-    """Defines the 'shape' (methods/properties) our loop expects."""
-
-    def get_environment(self) -> Literal["windows", "mac", "linux", "browser"]: ...
-
-    def get_dimensions(self) -> tuple[int, int]: ...
-
-    def screenshot(self) -> str: ...
-
-    def click(self, x: int, y: int, button: str = "left") -> None: ...
-
-    def double_click(self, x: int, y: int) -> None: ...
-
-    def scroll(self, x: int, y: int, scroll_x: int, scroll_y: int) -> None: ...
-
-    def type(self, text: str) -> None: ...
-
-    def wait(self, ms: int = 1000) -> None: ...
-
-    def move(self, x: int, y: int) -> None: ...
-
-    def keypress(self, keys: List[str]) -> None: ...
-
-    def drag(self, path: List[Dict[str, int]]) -> None: ...
-
-    def get_current_url() -> str: ...

.github/actions/usability-review-agent/computers/config.py

@@ -1,10 +0,0 @@
-from .default import *
-from .contrib import *
-
-computers_config = {
-    "local-playwright": LocalPlaywrightBrowser,
-    "docker": DockerComputer,
-    "browserbase": BrowserbaseBrowser,
-    "scrapybara-browser": ScrapybaraBrowser,
-    "scrapybara-ubuntu": ScrapybaraUbuntu,
-}

.github/actions/usability-review-agent/computers/default/__init__.py

@@ -1,4 +0,0 @@
-from .browserbase import BrowserbaseBrowser
-from .local_playwright import LocalPlaywrightBrowser
-from .docker import DockerComputer
-from .scrapybara import ScrapybaraBrowser, ScrapybaraUbuntu

.github/actions/usability-review-agent/computers/default/browserbase.py

@@ -1,200 +0,0 @@
-import os
-from typing import Tuple, Dict, List, Union, Optional
-from playwright.sync_api import Browser, Page, BrowserContext, Error as PlaywrightError
-from ..shared.base_playwright import BasePlaywrightComputer
-from browserbase import Browserbase
-from dotenv import load_dotenv
-import base64
-
-load_dotenv()
-
-
-class BrowserbaseBrowser(BasePlaywrightComputer):
-    """
-    Browserbase is a headless browser platform that offers a remote browser API. You can use it to control thousands of browsers from anywhere.
-    You can find more information about Browserbase at https://www.browserbase.com/computer-use or view our OpenAI CUA Quickstart at https://docs.browserbase.com/integrations/openai-cua/introduction.
-
-    IMPORTANT: This Browserbase computer requires the use of the `goto` tool defined in playwright_with_custom_functions.py.
-    Make sure to include this tool in your configuration when using the Browserbase computer.
-    """
-
-    def get_dimensions(self):
-        return self.dimensions
-
-    def __init__(
-        self,
-        width: int = 1024,
-        height: int = 768,
-        region: str = "us-west-2",
-        proxy: bool = False,
-        virtual_mouse: bool = True,
-        ad_blocker: bool = False,
-    ):
-        """
-        Initialize the Browserbase instance. Additional configuration options for features such as persistent cookies, ad blockers, file downloads and more can be found in the Browserbase API documentation: https://docs.browserbase.com/reference/api/create-a-session
-
-        Args:
-            width (int): The width of the browser viewport. Default is 1024.
-            height (int): The height of the browser viewport. Default is 768.
-            region (str): The region for the Browserbase session. Default is "us-west-2". Pick a region close to you for better performance. https://docs.browserbase.com/guides/multi-region
-            proxy (bool): Whether to use a proxy for the session. Default is False. Turn on proxies if you're browsing is frequently interrupted. https://docs.browserbase.com/features/proxies
-            virtual_mouse (bool): Whether to enable the virtual mouse cursor. Default is True.
-            ad_blocker (bool): Whether to enable the built-in ad blocker. Default is False.
-        """
-        super().__init__()
-        self.bb = Browserbase(api_key=os.getenv("BROWSERBASE_API_KEY"))
-        self.project_id = os.getenv("BROWSERBASE_PROJECT_ID")
-        self.session = None
-        self.dimensions = (width, height)
-        self.region = region
-        self.proxy = proxy
-        self.virtual_mouse = virtual_mouse
-        self.ad_blocker = ad_blocker
-
-    def _get_browser_and_page(self) -> Tuple[Browser, Page]:
-        """
-        Create a Browserbase session and connect to it.
-
-        Returns:
-            Tuple[Browser, Page]: A tuple containing the connected browser and page objects.
-        """
-        # Create a session on Browserbase with specified parameters
-        width, height = self.dimensions
-        session_params = {
-            "project_id": self.project_id,
-            "browser_settings": {
-                "viewport": {"width": width, "height": height},
-                "blockAds": self.ad_blocker,
-            },
-            "region": self.region,
-            "proxies": self.proxy,
-        }
-        self.session = self.bb.sessions.create(**session_params)
-
-        # Print the live session URL
-        print(
-            f"Watch and control this browser live at https://www.browserbase.com/sessions/{self.session.id}"
-        )
-
-        # Connect to the remote session
-        browser = self._playwright.chromium.connect_over_cdp(
-            self.session.connect_url, timeout=60000
-        )
-        context = browser.contexts[0]
-
-        # Add event listeners for page creation and closure
-        context.on("page", self._handle_new_page)
-
-        # Only add the init script if virtual_mouse is True
-        if self.virtual_mouse:
-            context.add_init_script(
-                """
-            // Only run in the top frame
-            if (window.self === window.top) {
-                function initCursor() {
-                    const CURSOR_ID = '__cursor__';
-
-                    // Check if cursor element already exists
-                    if (document.getElementById(CURSOR_ID)) return;
-
-                    const cursor = document.createElement('div');
-                    cursor.id = CURSOR_ID;
-                    Object.assign(cursor.style, {
-                        position: 'fixed',
-                        top: '0px',
-                        left: '0px',
-                        width: '20px',
-                        height: '20px',
-                        backgroundImage: 'url("data:image/svg+xml;utf8,<svg xmlns=\\'http://www.w3.org/2000/svg\\' viewBox=\\'0 0 24 24\\' fill=\\'black\\' stroke=\\'white\\' stroke-width=\\'1\\' stroke-linejoin=\\'round\\' stroke-linecap=\\'round\\'><polygon points=\\'2,2 2,22 8,16 14,22 17,19 11,13 20,13\\'/></svg>")',
-                        backgroundSize: 'cover',
-                        pointerEvents: 'none',
-                        zIndex: '99999',
-                        transform: 'translate(-2px, -2px)',
-                    });
-
-                    document.body.appendChild(cursor);
-
-                    document.addEventListener("mousemove", (e) => {
-                        cursor.style.top = e.clientY + "px";
-                        cursor.style.left = e.clientX + "px";
-                    });
-                }
-
-                // Use requestAnimationFrame for early execution
-                requestAnimationFrame(function checkBody() {
-                    if (document.body) {
-                        initCursor();
-                    } else {
-                        requestAnimationFrame(checkBody);
-                    }
-                });
-            }
-            """
-            )
-
-        page = context.pages[0]
-        page.on("close", self._handle_page_close)
-
-        page.goto("https://bing.com")
-
-        return browser, page
-
-    def _handle_new_page(self, page: Page):
-        """Handle the creation of a new page."""
-        print("New page created")
-        self._page = page
-        page.on("close", self._handle_page_close)
-
-    def _handle_page_close(self, page: Page):
-        """Handle the closure of a page."""
-        print("Page closed")
-        if self._page == page:
-            if self._browser.contexts[0].pages:
-                self._page = self._browser.contexts[0].pages[-1]
-            else:
-                print("Warning: All pages have been closed.")
-                self._page = None
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        """
-        Clean up resources when exiting the context manager.
-
-        Args:
-            exc_type: The type of the exception that caused the context to be exited.
-            exc_val: The exception instance that caused the context to be exited.
-            exc_tb: A traceback object encapsulating the call stack at the point where the exception occurred.
-        """
-        if self._page:
-            self._page.close()
-        if self._browser:
-            self._browser.close()
-        if self._playwright:
-            self._playwright.stop()
-
-        if self.session:
-            print(
-                f"Session completed. View replay at https://browserbase.com/sessions/{self.session.id}"
-            )
-
-    def screenshot(self) -> str:
-        """
-        Capture a screenshot of the current viewport using CDP.
-
-        Returns:
-            str: A base64 encoded string of the screenshot.
-        """
-        try:
-            # Get CDP session from the page
-            cdp_session = self._page.context.new_cdp_session(self._page)
-
-            # Capture screenshot using CDP
-            result = cdp_session.send(
-                "Page.captureScreenshot", {"format": "png", "fromSurface": True}
-            )
-
-            return result["data"]
-        except PlaywrightError as error:
-            print(
-                f"CDP screenshot failed, falling back to standard screenshot: {error}"
-            )
-            return super().screenshot()

.github/actions/usability-review-agent/computers/default/docker.py

@@ -1,174 +0,0 @@
-import subprocess
-import time
-import shlex
-
-
-class DockerComputer:
-    def get_environment(self):
-        return "linux"
-
-    def get_dimensions(self):
-        return (1280, 720)  # Default fallback; will be updated in __enter__.
-
-    def __init__(
-        self,
-        container_name="cua-sample-app",
-        image="ghcr.io/openai/openai-cua-sample-app:latest",
-        display=":99",
-        port_mapping="5900:5900",
-    ):
-        self.container_name = container_name
-        self.image = image
-        self.display = display
-        self.port_mapping = port_mapping
-
-    def __enter__(self):
-        # Check if the container is running
-        result = subprocess.run(
-            ["docker", "ps", "-q", "-f", f"name={self.container_name}"],
-            capture_output=True,
-            text=True,
-        )
-
-        if not result.stdout.strip():
-            raise RuntimeError(
-                f"Container {self.container_name} is not running. Build and run with:\n"
-                f"docker build -t {self.container_name} .\n"
-                f"docker run --rm -it --name {self.container_name} "
-                f"-p {self.port_mapping} -e DISPLAY={self.display} {self.container_name}"
-            )
-
-        # Fetch display geometry
-        geometry = self._exec(
-            f"DISPLAY={self.display} xdotool getdisplaygeometry"
-        ).strip()
-        if geometry:
-            w, h = geometry.split()
-            self.dimensions = (int(w), int(h))
-        # print("Starting Docker container...")
-        # # Run the container detached, removing it automatically when it stops
-        # subprocess.check_call(
-        #     [
-        #         "docker",
-        #         "run",
-        #         "-d",
-        #         "--rm",
-        #         "--name",
-        #         self.container_name,
-        #         "-p",
-        #         self.port_mapping,
-        #         self.image,
-        #     ]
-        # )
-        # # Give the container a moment to start
-        # time.sleep(3)
-        # print("Entering DockerComputer context")
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        # print("Stopping Docker container...")
-        # subprocess.check_call(["docker", "stop", self.container_name])
-        # print("Exiting DockerComputer context")
-        pass
-
-    def _exec(self, cmd: str) -> str:
-        """
-        Run 'cmd' in the container.
-        We wrap cmd in double quotes and escape any double quotes inside it,
-        so spaces or quotes don't break the shell call.
-        """
-        # Escape any existing double quotes in cmd
-        safe_cmd = cmd.replace('"', '\\"')
-
-        # Then wrap the entire cmd in double quotes for `sh -c`
-        docker_cmd = f'docker exec {self.container_name} sh -c "{safe_cmd}"'
-
-        return subprocess.check_output(docker_cmd, shell=True).decode(
-            "utf-8", errors="ignore"
-        )
-
-    def screenshot(self) -> str:
-        """
-        Takes a screenshot with ImageMagick (import), returning base64-encoded PNG.
-        Requires 'import'.
-        """
-        # cmd = (
-        #     f"export DISPLAY={self.display} && "
-        #     "import -window root /tmp/screenshot.png && "
-        #     "base64 /tmp/screenshot.png"
-        # )
-        cmd = (
-            f"export DISPLAY={self.display} && "
-            "import -window root png:- | base64 -w 0"
-        )
-
-        return self._exec(cmd)
-
-    def click(self, x: int, y: int, button: str = "left") -> None:
-        button_map = {"left": 1, "middle": 2, "right": 3}
-        b = button_map.get(button, 1)
-        self._exec(f"DISPLAY={self.display} xdotool mousemove {x} {y} click {b}")
-
-    def double_click(self, x: int, y: int) -> None:
-        self._exec(
-            f"DISPLAY={self.display} xdotool mousemove {x} {y} click --repeat 2 1"
-        )
-
-    def scroll(self, x: int, y: int, scroll_x: int, scroll_y: int) -> None:
-        """
-        For simple vertical scrolling: xdotool click 4 (scroll up) or 5 (scroll down).
-        """
-        self._exec(f"DISPLAY={self.display} xdotool mousemove {x} {y}")
-        clicks = abs(scroll_y)
-        button = 4 if scroll_y < 0 else 5
-        for _ in range(clicks):
-            self._exec(f"DISPLAY={self.display} xdotool click {button}")
-
-    def type(self, text: str) -> None:
-        """
-        Type the given text via xdotool, preserving spaces and quotes.
-        """
-        # Escape single quotes in the user text: ' -> '\'\''
-        safe_text = text.replace("'", "'\\''")
-        # Then wrap everything in single quotes for xdotool
-        cmd = f"DISPLAY={self.display} xdotool type -- '{safe_text}'"
-        self._exec(cmd)
-
-    def wait(self, ms: int = 1000) -> None:
-        time.sleep(ms / 1000)
-
-    def move(self, x: int, y: int) -> None:
-        self._exec(f"DISPLAY={self.display} xdotool mousemove {x} {y}")
-
-    def keypress(self, keys: list[str]) -> None:
-        mapping = {
-            "ENTER": "Return",
-            "LEFT": "Left",
-            "RIGHT": "Right",
-            "UP": "Up",
-            "DOWN": "Down",
-            "ESC": "Escape",
-            "SPACE": "space",
-            "BACKSPACE": "BackSpace",
-            "TAB": "Tab",
-        }
-        mapped_keys = [mapping.get(key, key) for key in keys]
-        combo = "+".join(mapped_keys)
-        self._exec(f"DISPLAY={self.display} xdotool key {combo}")
-
-    def drag(self, path: list[dict[str, int]]) -> None:
-        if not path:
-            return
-        start_x = path[0]["x"]
-        start_y = path[0]["y"]
-        self._exec(
-            f"DISPLAY={self.display} xdotool mousemove {start_x} {start_y} mousedown 1"
-        )
-        for point in path[1:]:
-            self._exec(
-                f"DISPLAY={self.display} xdotool mousemove {point['x']} {point['y']}"
-            )
-        self._exec(f"DISPLAY={self.display} xdotool mouseup 1")
-
-    def get_current_url(self):
-        return None

.github/actions/usability-review-agent/computers/default/local_playwright.py

@@ -1,165 +0,0 @@
-import os
-from playwright.sync_api import Browser, Page
-from ..shared.base_playwright import BasePlaywrightComputer
-
-
-class LocalPlaywrightBrowser(BasePlaywrightComputer):
-    """Launches a local Chromium instance using Playwright."""
-
-    def __init__(self, headless: bool = False):
-        super().__init__()
-        self.headless = headless
-
-    def _get_browser_and_page(self) -> tuple[Browser, Page]:
-        width, height = self.get_dimensions()
-        launch_args = [
-            f"--window-size={width},{height}",
-            "--disable-extensions",
-            "--disable-file-system",
-        ]
-        browser = self._playwright.chromium.launch(
-            chromium_sandbox=False,
-            headless=self.headless,
-            args=launch_args,
-            env={"DISPLAY": ":0"},
-        )
-
-        context = browser.new_context(
-            user_agent="Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
-            locale="en-US",
-            timezone_id="UTC"
-        )
-
-        # Add event listeners for page creation and closure
-        context.on("page", self._handle_new_page)
-
-        page = context.new_page()
-        page.set_viewport_size({"width": width, "height": height})
-        page.on("close", self._handle_page_close)
-
-        # Add logging for debugging
-        page.on("console", lambda msg: print(f"Browser console: {msg.text}"))
-        page.on("pageerror", lambda err: print(f"Page error: {err}"))
-
-        target_url = os.environ.get("TARGET_URL", "https://grafana.com/docs/")
-        grafana_username = os.environ.get("GRAFANA_USERNAME")
-        grafana_password = os.environ.get("GRAFANA_PASSWORD")
-
-        # If credentials provided, log in first
-        if grafana_username and grafana_password:
-            from urllib.parse import urlparse, urljoin
-
-            base_url = f"{urlparse(target_url).scheme}://{urlparse(target_url).netloc}"
-            login_url = urljoin(base_url, "/login")
-
-            print(f"Logging in to: {login_url}")
-            page.goto(login_url, timeout=60000)
-
-            print(f"Page loaded, current URL: {page.url}")
-            print(f"Page title: {page.title()}")
-
-            try:
-                # Wait for login form - try multiple selector strategies
-                print("Waiting for login form to appear...")
-
-                # Try to find by placeholder first (more reliable for older versions)
-                username_field = page.get_by_placeholder("email or username")
-                password_field = page.get_by_placeholder("password", exact=True)
-
-                username_field.wait_for(state="visible", timeout=60000)
-                print("Login form detected")
-
-                # Take screenshot after form is visible
-                screenshot_path = os.environ.get("GITHUB_WORKSPACE", ".") + "/login_page.png"
-                page.screenshot(path=screenshot_path)
-                print(f"Screenshot saved as {screenshot_path}")
-
-                # Fill credentials using placeholder selectors
-                print(f"Filling username (length: {len(grafana_username)})")
-                username_field.fill(grafana_username)
-
-                print(f"Filling password (length: {len(grafana_password)})")
-                password_field.fill(grafana_password)
-
-                print("Credentials filled successfully")
-
-                # Click login button by text
-                print("Clicking login button...")
-                page.get_by_role("button", name="Log in").click()
-                print("Login form submitted")
-
-                # Wait for login to complete
-                print("Waiting for post-login navigation...")
-
-                # Try to wait for multiple possible indicators of successful login
-                # The page might redirect to setup guide, dashboard, or other pages
-                try:
-                    # Wait for either: navigation away from login OR any logged-in UI element
-                    page.locator('body:not(:has-text("Welcome to Grafana Cloud"))').or_(
-                        page.locator('[aria-label="Profile"]')
-                    ).or_(
-                        page.locator('a:has-text("Home")')
-                    ).first.wait_for(state="attached", timeout=15000)
-
-                    print(f"Post-login navigation detected, current URL: {page.url}")
-
-                    # Verify we actually left the login page
-                    if "/login" in page.url:
-                        raise Exception("Still on login page after navigation")
-
-                except Exception as wait_err:
-                    print(f"Login completion wait failed: {wait_err}")
-                    if "/login" in page.url:
-                        raise Exception(f"Login failed - still on login page: {page.url}")
-                    else:
-                        print(f"Continuing anyway - URL shows we're logged in: {page.url}")
-
-                print(f"Login successful, current URL: {page.url}")
-
-            except Exception as e:
-                print(f"Login failed: {e}")
-                print(f"Current URL at error: {page.url}")
-                print(f"Page title at error: {page.title()}")
-
-                # Get page content for debugging
-                try:
-                    body_text = page.locator('body').text_content()
-                    print(f"Page body text (first 500 chars): {body_text[:500] if body_text else 'No body text'}")
-                except Exception as content_err:
-                    print(f"Could not get page content: {content_err}")
-
-                error_screenshot_path = os.environ.get("GITHUB_WORKSPACE", ".") + "/login_error.png"
-                page.screenshot(path=error_screenshot_path)
-                print(f"Error screenshot saved as {error_screenshot_path}")
-                raise
-
-        # Set up console and error logging
-        page.on("console", lambda msg: print(f"Console [{msg.type}]: {msg.text}"))
-        page.on("pageerror", lambda err: print(f"Page error: {err}"))
-
-        print(f"Navigating to: {target_url}")
-        page.goto(target_url, wait_until="domcontentloaded", timeout=180000)
-        print(f"Page loaded, URL: {page.url}")
-
-        # Wait a bit for Grafana to initialize
-        print("Waiting for Grafana to initialize...")
-        page.wait_for_timeout(10000)  # Wait 10 seconds for app to settle
-        print(f"Final URL after waiting: {page.url}")
-
-        return browser, page
-
-    def _handle_new_page(self, page: Page):
-        """Handle the creation of a new page."""
-        print("New page created")
-        self._page = page
-        page.on("close", self._handle_page_close)
-
-    def _handle_page_close(self, page: Page):
-        """Handle the closure of a page."""
-        print("Page closed")
-        if self._page == page:
-            if self._browser.contexts[0].pages:
-                self._page = self._browser.contexts[0].pages[-1]
-            else:
-                print("Warning: All pages have been closed.")
-                self._page = None

.github/actions/usability-review-agent/computers/default/scrapybara.py

@@ -1,220 +0,0 @@
-import os
-import time
-from dotenv import load_dotenv
-from scrapybara import Scrapybara
-from playwright.sync_api import sync_playwright, Browser, Page
-from utils import BLOCKED_DOMAINS
-
-load_dotenv()
-
-CUA_KEY_TO_SCRAPYBARA_KEY = {
-    "/": "slash",
-    "\\": "backslash",
-    "arrowdown": "Down",
-    "arrowleft": "Left",
-    "arrowright": "Right",
-    "arrowup": "Up",
-    "backspace": "BackSpace",
-    "capslock": "Caps_Lock",
-    "cmd": "Meta_L",
-    "delete": "Delete",
-    "end": "End",
-    "enter": "Return",
-    "esc": "Escape",
-    "home": "Home",
-    "insert": "Insert",
-    "option": "Alt_L",
-    "pagedown": "Page_Down",
-    "pageup": "Page_Up",
-    "tab": "Tab",
-    "win": "Meta_L",
-}
-
-
-class ScrapybaraBrowser:
-    """
-    Scrapybara provides virtual desktops and browsers in the cloud. https://scrapybara.com
-    You can try OpenAI CUA for free at https://computer.new or read our CUA Quickstart at https://computer.new/cua.
-    """
-
-    def get_environment(self):
-        return "browser"
-
-    def get_dimensions(self):
-        return (1024, 768)
-
-    def __init__(self):
-        self.client = Scrapybara(api_key=os.getenv("SCRAPYBARA_API_KEY"))
-        self._playwright = None
-        self._browser: Browser | None = None
-        self._page: Page | None = None
-
-    def __enter__(self):
-        print("Starting scrapybara browser")
-        blocked_domains = [
-            domain.replace("https://", "").replace("www.", "")
-            for domain in BLOCKED_DOMAINS
-        ]
-        self.instance = self.client.start_browser(blocked_domains=blocked_domains)
-        print("Scrapybara browser started ₍ᐢ•(ܫ)•ᐢ₎")
-        print(
-            f"You can view and interact with the stream at {self.instance.get_stream_url().stream_url}"
-        )
-        self._playwright = sync_playwright().start()
-        self._browser = self._playwright.chromium.connect_over_cdp(
-            self.instance.get_cdp_url().cdp_url
-        )
-        self._page = self._browser.contexts[0].pages[0]
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        print("Stopping scrapybara browser")
-        self.instance.stop()
-        print("Scrapybara browser stopped ₍ᐢ-(ｪ)-ᐢ₎")
-
-    def goto(self, url: str) -> None:
-        self._page.goto(url)
-
-    def get_current_url(self) -> str:
-        return self.instance.get_current_url().current_url
-
-    def screenshot(self) -> str:
-        return self.instance.screenshot().base_64_image
-
-    def click(self, x: int, y: int, button: str = "left") -> None:
-        button = "middle" if button == "wheel" else button
-        self.instance.computer(
-            action="click_mouse",
-            click_type="click",
-            button=button,
-            coordinates=[x, y],
-            num_clicks=1,
-        )
-
-    def double_click(self, x: int, y: int) -> None:
-        self.instance.computer(
-            action="click_mouse",
-            click_type="click",
-            button="left",
-            coordinates=[x, y],
-            num_clicks=2,
-        )
-
-    def scroll(self, x: int, y: int, scroll_x: int, scroll_y: int) -> None:
-        self.instance.computer(
-            action="scroll",
-            coordinates=[x, y],
-            delta_x=scroll_x // 20,
-            delta_y=scroll_y // 20,
-        )
-
-    def type(self, text: str) -> None:
-        self.instance.computer(action="type_text", text=text)
-
-    def wait(self, ms: int = 1000) -> None:
-        time.sleep(ms / 1000)
-        # Scrapybara also has `self.instance.computer(action="wait", duration=ms / 1000)`
-
-    def move(self, x: int, y: int) -> None:
-        self.instance.computer(action="move_mouse", coordinates=[x, y])
-
-    def keypress(self, keys: list[str]) -> None:
-        mapped_keys = [
-            CUA_KEY_TO_SCRAPYBARA_KEY.get(key.lower(), key.lower()) for key in keys
-        ]
-        self.instance.computer(action="press_key", keys=mapped_keys)
-
-    def drag(self, path: list[dict[str, int]]) -> None:
-        if not path:
-            return
-        path = [[point["x"], point["y"]] for point in path]
-        self.instance.computer(action="drag_mouse", path=path)
-
-
-class ScrapybaraUbuntu:
-    """
-    Scrapybara provides virtual desktops and browsers in the cloud.
-    You can try OpenAI CUA for free at https://computer.new or read our CUA Quickstart at https://computer.new/cua.
-    """
-
-    def get_environment(self):
-        return "linux"
-
-    def get_dimensions(self):
-        return (1024, 768)
-
-    def __init__(self):
-        self.client = Scrapybara(api_key=os.getenv("SCRAPYBARA_API_KEY"))
-
-    def __enter__(self):
-        print("Starting Scrapybara Ubuntu instance")
-        blocked_domains = [
-            domain.replace("https://", "").replace("www.", "")
-            for domain in BLOCKED_DOMAINS
-        ]
-        self.instance = self.client.start_ubuntu(blocked_domains=blocked_domains)
-        print("Scrapybara Ubuntu instance started ₍ᐢ•(ܫ)•ᐢ₎")
-        print(
-            f"You can view and interact with the stream at {self.instance.get_stream_url().stream_url}"
-        )
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        print("Stopping Scrapybara Ubuntu instance")
-        self.instance.stop()
-        print("Scrapybara Ubuntu instance stopped ₍ᐢ-(ｪ)-ᐢ₎")
-
-    def screenshot(self) -> str:
-        return self.instance.screenshot().base_64_image
-
-    def click(self, x: int, y: int, button: str = "left") -> None:
-        button = "middle" if button == "wheel" else button
-        self.instance.computer(
-            action="click_mouse",
-            click_type="click",
-            button=button,
-            coordinates=[x, y],
-            num_clicks=1,
-        )
-
-    def double_click(self, x: int, y: int) -> None:
-        self.instance.computer(
-            action="click_mouse",
-            click_type="click",
-            button="left",
-            coordinates=[x, y],
-            num_clicks=2,
-        )
-
-    def scroll(self, x: int, y: int, scroll_x: int, scroll_y: int) -> None:
-        self.instance.computer(
-            action="scroll",
-            coordinates=[x, y],
-            delta_x=scroll_x // 20,
-            delta_y=scroll_y // 20,
-        )
-
-    def type(self, text: str) -> None:
-        self.instance.computer(action="type_text", text=text)
-
-    def wait(self, ms: int = 1000) -> None:
-        time.sleep(ms / 1000)
-        # Scrapybara also has `self.instance.computer(action="wait", duration=ms / 1000)`
-
-    def move(self, x: int, y: int) -> None:
-        self.instance.computer(action="move_mouse", coordinates=[x, y])
-
-    def keypress(self, keys: list[str]) -> None:
-        mapped_keys = [
-            CUA_KEY_TO_SCRAPYBARA_KEY.get(key.lower(), key.lower()) for key in keys
-        ]
-        self.instance.computer(action="press_key", keys=mapped_keys)
-
-    def drag(self, path: list[dict[str, int]]) -> None:
-        if not path:
-            return
-        path = [[point["x"], point["y"]] for point in path]
-        self.instance.computer(action="drag_mouse", path=path)
-
-    def get_current_url(self):
-        return None

.github/actions/usability-review-agent/computers/shared/base_playwright.py

@@ -1,154 +0,0 @@
-import time
-import base64
-from typing import List, Dict, Literal
-from playwright.sync_api import sync_playwright, Browser, Page
-from utils import check_blocklisted_url
-
-# Optional: key mapping if your model uses "CUA" style keys
-CUA_KEY_TO_PLAYWRIGHT_KEY = {
-    "/": "Divide",
-    "\\": "Backslash",
-    "alt": "Alt",
-    "arrowdown": "ArrowDown",
-    "arrowleft": "ArrowLeft",
-    "arrowright": "ArrowRight",
-    "arrowup": "ArrowUp",
-    "backspace": "Backspace",
-    "capslock": "CapsLock",
-    "cmd": "Meta",
-    "ctrl": "Control",
-    "delete": "Delete",
-    "end": "End",
-    "enter": "Enter",
-    "esc": "Escape",
-    "home": "Home",
-    "insert": "Insert",
-    "option": "Alt",
-    "pagedown": "PageDown",
-    "pageup": "PageUp",
-    "shift": "Shift",
-    "space": " ",
-    "super": "Meta",
-    "tab": "Tab",
-    "win": "Meta",
-}
-
-
-class BasePlaywrightComputer:
-    """
-    Abstract base for Playwright-based computers:
-
-      - Subclasses override `_get_browser_and_page()` to do local or remote connection,
-        returning (Browser, Page).
-      - This base class handles context creation (`__enter__`/`__exit__`),
-        plus standard "Computer" actions like click, scroll, etc.
-      - We also have extra browser actions: `goto(url)` and `back()`.
-    """
-
-    def get_environment(self):
-        return "browser"
-
-    def get_dimensions(self):
-        return (1024, 768)
-
-    def __init__(self):
-        self._playwright = None
-        self._browser: Browser | None = None
-        self._page: Page | None = None
-
-    def __enter__(self):
-        # Start Playwright and call the subclass hook for getting browser/page
-        self._playwright = sync_playwright().start()
-        self._browser, self._page = self._get_browser_and_page()
-
-        # Set up network interception to flag URLs matching domains in BLOCKED_DOMAINS
-        def handle_route(route, request):
-
-            url = request.url
-            if check_blocklisted_url(url):
-                print(f"Flagging blocked domain: {url}")
-                route.abort()
-            else:
-                route.continue_()
-
-        self._page.route("**/*", handle_route)
-
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        if self._browser:
-            self._browser.close()
-        if self._playwright:
-            self._playwright.stop()
-
-    def get_current_url(self) -> str:
-        return self._page.url
-
-    # --- Common "Computer" actions ---
-    def screenshot(self) -> str:
-        """Capture only the viewport (not full_page)."""
-        png_bytes = self._page.screenshot(full_page=False)
-        return base64.b64encode(png_bytes).decode("utf-8")
-
-    def click(self, x: int, y: int, button: str = "left") -> None:
-        match button:
-            case "back":
-                self.back()
-            case "forward":
-                self.forward()
-            case "wheel":
-                self._page.mouse.wheel(x, y)
-            case _:
-                button_mapping = {"left": "left", "right": "right"}
-                button_type = button_mapping.get(button, "left")
-                self._page.mouse.click(x, y, button=button_type)
-
-    def double_click(self, x: int, y: int) -> None:
-        self._page.mouse.dblclick(x, y)
-
-    def scroll(self, x: int, y: int, scroll_x: int, scroll_y: int) -> None:
-        self._page.mouse.move(x, y)
-        self._page.evaluate(f"window.scrollBy({scroll_x}, {scroll_y})")
-
-    def type(self, text: str) -> None:
-        self._page.keyboard.type(text)
-
-    def wait(self, ms: int = 1000) -> None:
-        time.sleep(ms / 1000)
-
-    def move(self, x: int, y: int) -> None:
-        self._page.mouse.move(x, y)
-
-    def keypress(self, keys: List[str]) -> None:
-        mapped_keys = [CUA_KEY_TO_PLAYWRIGHT_KEY.get(key.lower(), key) for key in keys]
-        for key in mapped_keys:
-            self._page.keyboard.down(key)
-        for key in reversed(mapped_keys):
-            self._page.keyboard.up(key)
-
-    def drag(self, path: List[Dict[str, int]]) -> None:
-        if not path:
-            return
-        self._page.mouse.move(path[0]["x"], path[0]["y"])
-        self._page.mouse.down()
-        for point in path[1:]:
-            self._page.mouse.move(point["x"], point["y"])
-        self._page.mouse.up()
-
-    # --- Extra browser-oriented actions ---
-    def goto(self, url: str) -> None:
-        try:
-            return self._page.goto(url)
-        except Exception as e:
-            print(f"Error navigating to {url}: {e}")
-
-    def back(self) -> None:
-        return self._page.go_back()
-
-    def forward(self) -> None:
-        return self._page.go_forward()
-
-    # --- Subclass hook ---
-    def _get_browser_and_page(self) -> tuple[Browser, Page]:
-        """Subclasses must implement, returning (Browser, Page)."""
-        raise NotImplementedError

.github/actions/usability-review-agent/requirements.txt

@@ -1,24 +0,0 @@
-openai>=1.56.0
-annotated-types==0.7.0
-anyio==4.8.0
-browserbase==1.2.0
-certifi==2025.1.31
-charset-normalizer==3.4.1
-distro==1.9.0
-greenlet==3.1.1
-h11==0.14.0
-httpcore==1.0.7
-httpx==0.28.1
-idna==3.10
-jiter==0.8.2
-pillow==11.1.0
-playwright==1.50.0
-pydantic==2.10.6
-pydantic_core==2.27.2
-pyee==12.1.1
-python-dotenv==1.0.1
-requests==2.32.3
-scrapybara>=2.3.6
-sniffio==1.3.1
-typing_extensions==4.12.2
-urllib3==2.3.0

.github/actions/usability-review-agent/run_agent.py

@@ -1,156 +0,0 @@
-import os
-import base64
-from computers import Computer
-from computers.default import LocalPlaywrightBrowser
-from utils import create_response, check_blocklisted_url
-
-
-def load_prompt():
-    """Load prompt from prompt file (defaults to prompt.txt, can be overridden with PROMPT_FILE env var)."""
-    prompt_file = os.environ.get("PROMPT_FILE")
-    if not prompt_file:
-        prompt_file = os.path.join(os.path.dirname(__file__), "prompt.txt")
-
-    if not os.path.exists(prompt_file):
-        raise FileNotFoundError(f"Prompt file not found: {prompt_file}")
-
-    with open(prompt_file, "r", encoding="utf-8") as f:
-        return f.read().strip()
-
-def acknowledge_safety_check_callback(message: str) -> bool:
-    # Auto-approve in CI/non-interactive environments
-    print(f"Safety Check Warning: {message} - Auto-approving in CI mode")
-    return True
-
-
-def handle_item(item, computer: Computer):
-    """Handle each item; may cause a computer action + screenshot."""
-    if item["type"] == "message":  # print messages
-        print(item["content"][0]["text"])
-
-    if item["type"] == "computer_call":  # perform computer actions
-        action = item["action"]
-        action_type = action["type"]
-        action_args = {k: v for k, v in action.items() if k != "type"}
-        print(f"{action_type}({action_args})")
-
-        # give our computer environment action to perform
-        getattr(computer, action_type)(**action_args)
-
-        screenshot_base64 = computer.screenshot()
-
-        pending_checks = item.get("pending_safety_checks", [])
-        for check in pending_checks:
-            if not acknowledge_safety_check_callback(check["message"]):
-                raise ValueError(f"Safety check failed: {check['message']}")
-
-        # return value informs model of the latest screenshot
-        call_output = {
-            "type": "computer_call_output",
-            "call_id": item["call_id"],
-            "acknowledged_safety_checks": pending_checks,
-            "output": {
-                "type": "input_image",
-                "image_url": f"data:image/png;base64,{screenshot_base64}",
-            },
-        }
-
-        # additional URL safety checks for browser environments
-        if computer.get_environment() == "browser":
-            current_url = computer.get_current_url()
-            call_output["output"]["current_url"] = current_url
-            check_blocklisted_url(current_url)
-
-        return [call_output]
-
-    return []
-
-
-def main():
-    """Run the CUA (Computer Use Assistant) loop, using Local Playwright."""
-    output_text_path = os.environ.get("OUTPUT_TEXT_PATH", "output.txt")
-    screenshot_path = os.environ.get("SCREENSHOT_PATH", "output.png")
-    all_messages = []  # Collect all model messages
-    last_screenshot_base64 = None
-    
-    with LocalPlaywrightBrowser(headless=True) as computer:
-        dimensions = computer.get_dimensions()
-        tools = [
-            {
-                "type": "computer-preview",
-                "display_width": dimensions[0],
-                "display_height": dimensions[1],
-                "environment": computer.get_environment(),
-            }
-        ]
-
-        items = []
-        # Load the task prompt from prompt.txt
-        user_input = load_prompt()
-        items.append({"role": "user", "content": user_input})
-
-        while True:  # keep looping until we get a final response
-            response = create_response(
-                model="computer-use-preview",
-                input=items,
-                tools=tools,
-                truncation="auto",
-            )
-
-            if "output" not in response:
-                print(response)
-                raise ValueError("No output from model")
-
-            items += response["output"]
-
-            for item in response["output"]:
-                # Collect all message output from the model
-                if item.get("type") == "message":
-                    content = item.get("content", [])
-                    for content_item in content:
-                        if isinstance(content_item, dict) and "text" in content_item:
-                            text = content_item["text"]
-                            all_messages.append(text)
-                
-                result = handle_item(item, computer)
-                items += result
-                
-                # Capture last screenshot from computer_call outputs
-                if result and len(result) > 0:
-                    for output_item in result:
-                        if output_item.get("type") == "computer_call_output":
-                            output = output_item.get("output", {})
-                            if output.get("type") == "input_image":
-                                image_url = output.get("image_url", "")
-                                if image_url.startswith("data:image/png;base64,"):
-                                    last_screenshot_base64 = image_url.split(",", 1)[1]
-
-            if items[-1].get("role") == "assistant":
-                break
-        
-        # Take one final screenshot before closing
-        if not last_screenshot_base64:
-            try:
-                last_screenshot_base64 = computer.screenshot()  # Returns base64 string directly
-            except:
-                pass
-
-    # Save the last screenshot to file
-    if last_screenshot_base64:
-        os.makedirs(os.path.dirname(screenshot_path) or ".", exist_ok=True)
-        with open(screenshot_path, "wb") as f:
-            f.write(base64.b64decode(last_screenshot_base64))
-
-    # Save all model output messages to file
-    os.makedirs(os.path.dirname(output_text_path) or ".", exist_ok=True)
-    with open(output_text_path, "w") as f:
-        if all_messages:
-            # Join all messages with double newlines for readability
-            f.write("\n\n".join(all_messages))
-        else:
-            # Fallback: save error message if no messages were captured
-            f.write("No model output messages were captured.")
-
-
-if __name__ == "__main__":
-    main()

.github/actions/usability-review-agent/utils.py

@@ -1,37 +0,0 @@
-import os
-import requests
-from urllib.parse import urlparse
-
-# Example blocked domains - customize for your use case
-BLOCKED_DOMAINS = [
-    "example-malicious-site.com",
-]
-
-
-def create_response(**kwargs):
-    url = "https://api.openai.com/v1/responses"
-    headers = {
-        "Authorization": f"Bearer {os.getenv('OPENAI_API_KEY')}",
-        "Content-Type": "application/json"
-    }
-
-    openai_org = os.getenv("OPENAI_ORG")
-    if openai_org:
-        headers["Openai-Organization"] = openai_org
-
-    response = requests.post(url, headers=headers, json=kwargs)
-
-    if response.status_code != 200:
-        print(f"Error: {response.status_code} {response.text}")
-
-    return response.json()
-
-
-def check_blocklisted_url(url: str) -> None:
-    """Raise ValueError if the given URL (including subdomains) is in the blocklist."""
-    hostname = urlparse(url).hostname or ""
-    if any(
-        hostname == blocked or hostname.endswith(f".{blocked}")
-        for blocked in BLOCKED_DOMAINS
-    ):
-        raise ValueError(f"Blocked URL: {url}")

.github/scripts/README-metrics.md

@@ -1,189 +0,0 @@
-# BabyBot Metrics Export
-
-Export and analyze BabyBot usability review metrics from GitHub.
-
-## Quick Start
-
-```bash
-# Export to both CSV and JSON
-python .github/scripts/export-babybot-metrics.py
-
-# Export only CSV
-python .github/scripts/export-babybot-metrics.py --format csv --output my-metrics
-
-# Export only JSON
-python .github/scripts/export-babybot-metrics.py --format json
-```
-
-## Output Files
-
-### CSV Format (`babybot-metrics.csv`)
-Detailed row-per-comment data, suitable for Excel, Google Sheets, or data analysis tools.
-
-| Column | Description |
-|--------|-------------|
-| comment_id | GitHub comment ID |
-| pr_number | PR number |
-| comment_type | `resolvable` or `general` |
-| severity | Critical, Major, or Minor |
-| confidence | Low, Medium, or High |
-| file | File path (for resolvable comments) |
-| created_at | Timestamp |
-| url | Link to comment |
-| total_reactions | Number of reactions (👍, ❤️, 🎉, etc.) |
-| has_reply | Boolean - whether comment has replies |
-| engagement_score | Calculated engagement score |
-
-### JSON Format (`babybot-metrics.json`)
-Aggregated metrics with summaries by PR, severity, and confidence.
-
-```json
-{
-  "total_comments": 42,
-  "resolvable_comments": 38,
-  "general_comments": 4,
-  "by_severity": {
-    "Critical": 5,
-    "Major": 20,
-    "Minor": 17
-  },
-  "by_confidence": {
-    "High": 10,
-    "Medium": 25,
-    "Low": 7
-  },
-  "engagement": {
-    "comments_with_reactions": 15,
-    "comments_with_replies": 8,
-    "total_reactions": 45,
-    "avg_reactions_per_comment": 1.07,
-    "engagement_rate": 35.7
-  },
-  "by_pr": {
-    "114646": {
-      "count": 3,
-      "severities": {"Major": 2, "Minor": 1},
-      "engaged": 2
-    }
-  }
-}
-```
-
-## Dashboard Integration Options
-
-### 1. Google Sheets Dashboard
-```bash
-# Export CSV and upload to Google Sheets
-python .github/scripts/export-babybot-metrics.py --format csv
-# Upload babybot-metrics.csv to Google Sheets
-# Create pivot tables and charts
-```
-
-### 2. Grafana Dashboard
-```bash
-# Export JSON and serve via HTTP
-python .github/scripts/export-babybot-metrics.py --format json
-# Use JSON API data source in Grafana
-```
-
-### 3. Automated Weekly Reports (GitHub Actions)
-See `.github/workflows/babybot-weekly-report.yml` (create this workflow)
-
-### 4. Tableau/Power BI
-Import the CSV file directly into your BI tool.
-
-## Metrics Tracked
-
-- **Total comments posted** by BabyBot
-- **Resolvable vs general comments** (indicates attachment success rate)
-- **Issues by severity** (Critical/Major/Minor breakdown)
-- **Issues by confidence** (High/Medium/Low)
-- **PRs reviewed** (count and distribution)
-- **Comments per PR** (average and trends)
-- **Engagement metrics:**
-  - Comments with reactions (👍, ❤️, 🎉, etc.)
-  - Comments with replies (developer responses)
-  - Total reactions count
-  - Average reactions per comment
-  - Engagement rate % (how many comments get any response)
-
-## Tracking Comment Engagement (Proxy for "Resolved")
-
-Since GitHub doesn't expose "resolved" status via API, we track **engagement** as a proxy:
-
-### Reactions as Resolution Indicators
-
-Establish a reaction convention with your team:
-- ✅ 👍 (`:+1:`) = Acknowledged/Understood
-- 🎉 (`:hooray:`) = Fixed/Resolved
-- 👀 (`:eyes:`) = Looking into it
-- ❤️ (`:heart:`) = Appreciated/Helpful
-
-### Query Engagement
-
-```bash
-# Get all BabyBot comments with reactions
-gh api repos/grafana/grafana/pulls/comments --paginate \
-  --jq '.[] | select(.body | contains("BabyBot 🍼")) | {id: .id, reactions: .reactions, pr: .pull_request_url}'
-
-# Count comments with specific reactions (e.g., "resolved" markers)
-gh api repos/grafana/grafana/pulls/comments --paginate \
-  --jq '[.[] | select(.body | contains("BabyBot 🍼")) | .reactions.hooray] | add'
-```
-
-### Export shows:
-- `total_reactions`: All reactions on the comment
-- `has_reply`: Whether developers responded with a comment
-- `engagement_score`: Weighted score (reactions + reply bonus)
-
-High engagement score = comment was noticed and actioned! 📊
-
-## Scheduling Automatic Exports
-
-Add to `.github/workflows/babybot-weekly-report.yml`:
-
-```yaml
-name: BabyBot Weekly Metrics
-on:
-  schedule:
-    - cron: '0 9 * * MON'  # Every Monday at 9am
-  workflow_dispatch:  # Manual trigger
-
-jobs:
-  export-metrics:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Export metrics
-        run: python .github/scripts/export-babybot-metrics.py
-
-      - name: Upload to artifact
-        uses: actions/upload-artifact@v4
-        with:
-          name: babybot-metrics-${{ github.run_number }}
-          path: babybot-metrics.*
-
-      - name: Post to Slack
-        env:
-          SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }}
-        run: |
-          # Parse JSON and send summary to Slack
-          SUMMARY=$(cat babybot-metrics.json | jq -r '"Total Comments: \(.total_comments), Critical: \(.by_severity.Critical // 0), Major: \(.by_severity.Major // 0)"')
-          curl -X POST $SLACK_WEBHOOK_URL \
-            -H 'Content-type: application/json' \
-            -d "{\"text\": \"📊 Weekly BabyBot Metrics: $SUMMARY\"}"
-```
-
-## Example Queries
-
-```bash
-# Count by PR
-jq '.by_pr | to_entries | map({pr: .key, count: .value.count})' babybot-metrics.json
-
-# Average comments per PR
-jq '[.by_pr[].count] | add / length' babybot-metrics.json
-
-# Critical issues percentage
-jq '(.by_severity.Critical / .total_comments * 100)' babybot-metrics.json
-```

.github/scripts/export-babybot-metrics.py

@@ -1,323 +0,0 @@
-#!/usr/bin/env python3
-"""
-Export BabyBot usability review metrics from GitHub
-Usage: python export-babybot-metrics.py [--format csv|json] [--output filename]
-"""
-import subprocess
-import json
-import csv
-import argparse
-from datetime import datetime
-from collections import defaultdict
-
-def get_prs_with_usability_review_label():
-    """Get all PRs with the usability-review label"""
-    cmd = [
-        'gh', 'api', 'repos/grafana/grafana/issues',
-        '--paginate',
-        '-f', 'state=all',
-        '-f', 'labels=usability-review',
-        '--jq', '.[] | .number'
-    ]
-
-    result = subprocess.run(cmd, capture_output=True, text=True)
-
-    pr_numbers = []
-    for line in result.stdout.strip().split('\n'):
-        if line:
-            try:
-                pr_numbers.append(line.strip())
-            except:
-                continue
-
-    return pr_numbers
-
-def get_review_comments(pr_numbers):
-    """Get all BabyBot review comments (resolvable ones) from specific PRs"""
-    comments = []
-
-    for pr_number in pr_numbers:
-        cmd = [
-            'gh', 'api', f'repos/grafana/grafana/pulls/{pr_number}/comments',
-            '--jq', '''
-            .[] |
-            select(.body | contains("BabyBot 🍼")) |
-            {
-                id: .id,
-                pr_number: (.pull_request_url | split("/") | .[-1]),
-                file: .path,
-                line: .line,
-                created_at: .created_at,
-                updated_at: .updated_at,
-                body: .body,
-                html_url: .html_url,
-                reactions: .reactions,
-                in_reply_to_id: .in_reply_to_id
-            }
-            '''
-        ]
-
-        result = subprocess.run(cmd, capture_output=True, text=True)
-
-        for line in result.stdout.strip().split('\n'):
-            if line:
-                try:
-                    comments.append(json.loads(line))
-                except json.JSONDecodeError:
-                    continue
-
-    return comments
-
-def get_general_comments(pr_numbers):
-    """Get BabyBot general comments (fallback ones) from specific PRs"""
-    comments = []
-
-    for pr_number in pr_numbers:
-        cmd = [
-            'gh', 'api', f'repos/grafana/grafana/issues/{pr_number}/comments',
-            '--jq', '''
-            .[] |
-            select(.body | contains("BabyBot 🍼")) |
-            {
-                id: .id,
-                pr_number: (.html_url | split("/") | .[-3]),
-                created_at: .created_at,
-                updated_at: .updated_at,
-                body: .body,
-                html_url: .html_url,
-                reactions: .reactions
-            }
-            '''
-        ]
-
-        result = subprocess.run(cmd, capture_output=True, text=True)
-
-        for line in result.stdout.strip().split('\n'):
-            if line:
-                try:
-                    comments.append(json.loads(line))
-                except json.JSONDecodeError:
-                    continue
-
-    return comments
-
-def extract_severity(body):
-    """Extract severity from comment body"""
-    if '‼️ Critical' in body:
-        return 'Critical'
-    elif '⚠️ Major' in body:
-        return 'Major'
-    elif '🟢 Minor' in body:
-        return 'Minor'
-    return 'Unknown'
-
-def extract_confidence(body):
-    """Extract confidence level from comment body"""
-    import re
-    match = re.search(r'\*\*Confidence:\*\*\s*(Low|Medium|High)', body)
-    return match.group(1) if match else 'Unknown'
-
-def get_replies_to_comment(pr_number, comment_id):
-    """Get all replies to a specific comment"""
-    cmd = [
-        'gh', 'api', f'repos/grafana/grafana/pulls/{pr_number}/comments',
-        '--jq', f'.[] | select(.in_reply_to_id == {comment_id})'
-    ]
-
-    try:
-        result = subprocess.run(cmd, capture_output=True, text=True)
-        replies = []
-        for line in result.stdout.strip().split('\n'):
-            if line:
-                try:
-                    replies.append(json.loads(line))
-                except json.JSONDecodeError:
-                    continue
-        return replies
-    except:
-        return []
-
-def calculate_engagement_score(comment):
-    """Calculate engagement score based on reactions and replies"""
-    reactions = comment.get('reactions', {})
-
-    # Count all reaction types
-    total_reactions = 0
-    if isinstance(reactions, dict):
-        total_reactions = reactions.get('total_count', 0)
-        # Weight certain reactions more heavily
-        engagement_reactions = (
-            reactions.get('+1', 0) +        # thumbs up
-            reactions.get('hooray', 0) +    # party
-            reactions.get('heart', 0)       # heart
-        )
-
-    # Check if there are replies
-    has_reply = comment.get('in_reply_to_id') is not None
-
-    # Simple engagement score: reactions + bonus for replies
-    score = total_reactions + (5 if has_reply else 0)
-
-    return {
-        'total_reactions': total_reactions,
-        'engagement_reactions': engagement_reactions,
-        'has_reply': has_reply,
-        'score': score
-    }
-
-def aggregate_metrics(review_comments, general_comments):
-    """Aggregate metrics by PR and severity"""
-    metrics = {
-        'total_comments': len(review_comments) + len(general_comments),
-        'resolvable_comments': len(review_comments),
-        'general_comments': len(general_comments),
-        'by_pr': defaultdict(lambda: {'count': 0, 'severities': defaultdict(int), 'engaged': 0}),
-        'by_severity': defaultdict(int),
-        'by_confidence': defaultdict(int),
-        'engagement': {
-            'comments_with_reactions': 0,
-            'comments_with_replies': 0,
-            'total_reactions': 0,
-            'avg_reactions_per_comment': 0,
-            'engagement_rate': 0
-        },
-        'export_date': datetime.now().isoformat()
-    }
-
-    all_comments = review_comments + general_comments
-
-    total_reactions = 0
-    comments_with_reactions = 0
-    comments_with_replies = 0
-
-    for comment in all_comments:
-        pr_num = comment['pr_number']
-        severity = extract_severity(comment['body'])
-        confidence = extract_confidence(comment['body'])
-
-        # Calculate engagement
-        engagement = calculate_engagement_score(comment)
-
-        metrics['by_pr'][pr_num]['count'] += 1
-        metrics['by_pr'][pr_num]['severities'][severity] += 1
-        metrics['by_severity'][severity] += 1
-        metrics['by_confidence'][confidence] += 1
-
-        # Track engagement
-        if engagement['total_reactions'] > 0:
-            comments_with_reactions += 1
-            total_reactions += engagement['total_reactions']
-            metrics['by_pr'][pr_num]['engaged'] += 1
-
-        if engagement['has_reply']:
-            comments_with_replies += 1
-
-    # Calculate engagement metrics
-    total = len(all_comments)
-    metrics['engagement']['comments_with_reactions'] = comments_with_reactions
-    metrics['engagement']['comments_with_replies'] = comments_with_replies
-    metrics['engagement']['total_reactions'] = total_reactions
-    metrics['engagement']['avg_reactions_per_comment'] = round(total_reactions / total, 2) if total > 0 else 0
-    metrics['engagement']['engagement_rate'] = round((comments_with_reactions / total) * 100, 1) if total > 0 else 0
-
-    return metrics
-
-def export_to_csv(metrics, review_comments, general_comments, filename):
-    """Export detailed metrics to CSV"""
-    all_comments = review_comments + general_comments
-
-    with open(filename, 'w', newline='') as f:
-        writer = csv.DictWriter(f, fieldnames=[
-            'comment_id', 'pr_number', 'comment_type', 'severity',
-            'confidence', 'file', 'created_at', 'url', 'total_reactions',
-            'has_reply', 'engagement_score'
-        ])
-        writer.writeheader()
-
-        for comment in all_comments:
-            engagement = calculate_engagement_score(comment)
-
-            writer.writerow({
-                'comment_id': comment['id'],
-                'pr_number': comment['pr_number'],
-                'comment_type': 'resolvable' if 'file' in comment else 'general',
-                'severity': extract_severity(comment['body']),
-                'confidence': extract_confidence(comment['body']),
-                'file': comment.get('file', 'N/A'),
-                'created_at': comment['created_at'],
-                'url': comment['html_url'],
-                'total_reactions': engagement['total_reactions'],
-                'has_reply': engagement['has_reply'],
-                'engagement_score': engagement['score']
-            })
-
-    print(f"✅ Exported detailed metrics to {filename}")
-
-def export_to_json(metrics, filename):
-    """Export aggregated metrics to JSON"""
-    with open(filename, 'w') as f:
-        json.dump(metrics, f, indent=2)
-
-    print(f"✅ Exported aggregated metrics to {filename}")
-
-def print_summary(metrics):
-    """Print summary to console"""
-    print("\n📊 BabyBot Usability Review Metrics")
-    print("=" * 50)
-    print(f"Total Comments: {metrics['total_comments']}")
-    print(f"  - Resolvable (on files): {metrics['resolvable_comments']}")
-    print(f"  - General: {metrics['general_comments']}")
-    print(f"\nBy Severity:")
-    for severity, count in metrics['by_severity'].items():
-        print(f"  - {severity}: {count}")
-    print(f"\nBy Confidence:")
-    for confidence, count in metrics['by_confidence'].items():
-        print(f"  - {confidence}: {count}")
-    print(f"\nEngagement:")
-    eng = metrics['engagement']
-    print(f"  - Comments with reactions: {eng['comments_with_reactions']}")
-    print(f"  - Comments with replies: {eng['comments_with_replies']}")
-    print(f"  - Total reactions: {eng['total_reactions']}")
-    print(f"  - Avg reactions per comment: {eng['avg_reactions_per_comment']}")
-    print(f"  - Engagement rate: {eng['engagement_rate']}%")
-    print(f"\nPRs Reviewed: {len(metrics['by_pr'])}")
-    print("=" * 50)
-
-def main():
-    parser = argparse.ArgumentParser(description='Export BabyBot metrics')
-    parser.add_argument('--format', choices=['csv', 'json', 'both'], default='both',
-                       help='Export format (default: both)')
-    parser.add_argument('--output', default='babybot-metrics',
-                       help='Output filename (without extension)')
-
-    args = parser.parse_args()
-
-    print("🔍 Fetching PRs with 'usability-review' label...")
-    pr_numbers = get_prs_with_usability_review_label()
-    print(f"Found {len(pr_numbers)} PRs with usability-review label")
-
-    if not pr_numbers:
-        print("No PRs found with usability-review label. Exiting.")
-        return
-
-    print("\n🔍 Fetching BabyBot comments from those PRs...")
-    review_comments = get_review_comments(pr_numbers)
-    general_comments = get_general_comments(pr_numbers)
-
-    print(f"Found {len(review_comments)} review comments and {len(general_comments)} general comments")
-
-    print("\n📈 Aggregating metrics...")
-    metrics = aggregate_metrics(review_comments, general_comments)
-
-    print_summary(metrics)
-
-    if args.format in ['csv', 'both']:
-        export_to_csv(metrics, review_comments, general_comments, f"{args.output}.csv")
-
-    if args.format in ['json', 'both']:
-        export_to_json(metrics, f"{args.output}.json")
-
-    print("\n✨ Done!")
-
-if __name__ == '__main__':
-    main()

.github/workflows/add-to-whats-new.yml

@@ -1,11 +1,11 @@
-name: Add comment about adding a What's new note
+name: Add comment about adding a What's new note for either what's new or breaking changes
 on:
   pull_request:
     types: [labeled]
 
 jobs:
   add-comment:
-    if: ${{ ! github.event.pull_request.head.repo.fork && contains(github.event.pull_request.labels.*.name, 'add to what''s new') }}
+    if: ${{ ! github.event.pull_request.head.repo.fork && (contains(github.event.pull_request.labels.*.name, 'add to what''s new') || contains(github.event.pull_request.labels.*.name, 'breaking change') || contains(github.event.pull_request.labels.*.name, 'levitate breaking change')) }}
     runs-on: ubuntu-latest
     permissions:
       pull-requests: write
@@ -13,4 +13,4 @@ jobs:
       - uses: marocchino/sticky-pull-request-comment@773744901bac0e8cbb5a0dc842800d45e9b2b405 # v2.9.4
         with:
           message: |
-            Since you've added the `Add to what's new` label, consider drafting a [What's new note](https://admin.grafana.com/content-admin/#/collections/whats-new/new) for this feature.
+            Since you've added the `What's New` or a breaking change label, consider drafting a [What's new note](https://admin.grafana.com/content-admin/#/collections/whats-new/new) for this feature.

.github/workflows/babybot-weekly-report.yml

@@ -1,127 +0,0 @@
-name: BabyBot Weekly Metrics Report
-
-on:
-  schedule:
-    - cron: '0 9 * * MON'  # Every Monday at 9am UTC
-  workflow_dispatch:  # Allow manual trigger
-
-permissions:
-  contents: read
-  id-token: write
-
-jobs:
-  export-metrics:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.11'
-
-      - name: Export BabyBot metrics
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          python .github/scripts/export-babybot-metrics.py --format both --output babybot-metrics-$(date +%Y-%m-%d)
-
-      - name: Upload metrics artifacts
-        uses: actions/upload-artifact@v4
-        with:
-          name: babybot-metrics-${{ github.run_number }}
-          path: |
-            babybot-metrics-*.csv
-            babybot-metrics-*.json
-          retention-days: 90
-
-      - name: Generate summary
-        id: summary
-        run: |
-          METRICS_FILE=$(ls babybot-metrics-*.json | head -1)
-
-          TOTAL=$(jq -r '.total_comments' $METRICS_FILE)
-          RESOLVABLE=$(jq -r '.resolvable_comments' $METRICS_FILE)
-          CRITICAL=$(jq -r '.by_severity.Critical // 0' $METRICS_FILE)
-          MAJOR=$(jq -r '.by_severity.Major // 0' $METRICS_FILE)
-          MINOR=$(jq -r '.by_severity.Minor // 0' $METRICS_FILE)
-          PRS=$(jq -r '.by_pr | length' $METRICS_FILE)
-
-          echo "total=$TOTAL" >> $GITHUB_OUTPUT
-          echo "resolvable=$RESOLVABLE" >> $GITHUB_OUTPUT
-          echo "critical=$CRITICAL" >> $GITHUB_OUTPUT
-          echo "major=$MAJOR" >> $GITHUB_OUTPUT
-          echo "minor=$MINOR" >> $GITHUB_OUTPUT
-          echo "prs=$PRS" >> $GITHUB_OUTPUT
-
-      - name: Post summary to Slack
-        if: env.SLACK_WEBHOOK_URL != ''
-        env:
-          SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }}
-          TOTAL: ${{ steps.summary.outputs.total }}
-          RESOLVABLE: ${{ steps.summary.outputs.resolvable }}
-          CRITICAL: ${{ steps.summary.outputs.critical }}
-          MAJOR: ${{ steps.summary.outputs.major }}
-          MINOR: ${{ steps.summary.outputs.minor }}
-          PRS: ${{ steps.summary.outputs.prs }}
-        run: |
-          curl -X POST $SLACK_WEBHOOK_URL \
-            -H 'Content-type: application/json' \
-            -d "{
-              \"channel\": \"#hackathon15-agentic-usability-review\",
-              \"username\": \"BabyBot Metrics\",
-              \"icon_emoji\": \":bar_chart:\",
-              \"blocks\": [
-                {
-                  \"type\": \"header\",
-                  \"text\": {
-                    \"type\": \"plain_text\",
-                    \"text\": \"📊 BabyBot Weekly Metrics Report\"
-                  }
-                },
-                {
-                  \"type\": \"section\",
-                  \"text\": {
-                    \"type\": \"mrkdwn\",
-                    \"text\": \"*Total Comments:* $TOTAL\\n*Resolvable:* $RESOLVABLE\\n*PRs Reviewed:* $PRS\"
-                  }
-                },
-                {
-                  \"type\": \"section\",
-                  \"text\": {
-                    \"type\": \"mrkdwn\",
-                    \"text\": \"*By Severity*\\n• ‼️ Critical: $CRITICAL\\n• ⚠️ Major: $MAJOR\\n• 🟢 Minor: $MINOR\"
-                  }
-                },
-                {
-                  \"type\": \"actions\",
-                  \"elements\": [
-                    {
-                      \"type\": \"button\",
-                      \"text\": {
-                        \"type\": \"plain_text\",
-                        \"text\": \"Download Full Report\"
-                      },
-                      \"url\": \"https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}\"
-                    }
-                  ]
-                }
-              ]
-            }"
-
-      - name: Create summary comment (optional - for visibility)
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          echo "## 📊 BabyBot Metrics Summary" >> $GITHUB_STEP_SUMMARY
-          echo "" >> $GITHUB_STEP_SUMMARY
-          echo "**Total Comments:** ${{ steps.summary.outputs.total }}" >> $GITHUB_STEP_SUMMARY
-          echo "**Resolvable Comments:** ${{ steps.summary.outputs.resolvable }}" >> $GITHUB_STEP_SUMMARY
-          echo "**PRs Reviewed:** ${{ steps.summary.outputs.prs }}" >> $GITHUB_STEP_SUMMARY
-          echo "" >> $GITHUB_STEP_SUMMARY
-          echo "### By Severity" >> $GITHUB_STEP_SUMMARY
-          echo "- ‼️ Critical: ${{ steps.summary.outputs.critical }}" >> $GITHUB_STEP_SUMMARY
-          echo "- ⚠️ Major: ${{ steps.summary.outputs.major }}" >> $GITHUB_STEP_SUMMARY
-          echo "- 🟢 Minor: ${{ steps.summary.outputs.minor }}" >> $GITHUB_STEP_SUMMARY

.github/workflows/usability-review.yml

@@ -1,613 +0,0 @@
-name: Usability Review Agent
-
-on:
-  issue_comment:
-    types: [created]
-  pull_request:
-    types: [labeled]
-
-permissions:
-  contents: read
-  pull-requests: write
-  issues: write
-  id-token: write
-
-env:
-  OUTPUT_TEXT_PATH: usability-review.txt
-  SCREENSHOT_PATH: usability-screenshot.png
-
-jobs:
-  usability-review:
-    # Run when either: (1) someone comments '/test-me-baby-one-more-time' on a PR, or (2) 'usability-review' label is added
-    if: ${{ (github.event.issue.pull_request && startsWith(github.event.comment.body, '/test-me-baby-one-more-time')) || github.event.label.name == 'usability-review' }}
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: React to comment
-        if: github.event_name == 'issue_comment'
-        uses: actions/github-script@v7
-        with:
-          script: |
-            github.rest.reactions.createForIssueComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              comment_id: context.payload.comment.id,
-              content: 'rocket'
-            });
-
-      - name: Post acknowledgment
-        if: github.event_name == 'issue_comment'
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUMBER: ${{ github.event.issue.number }}
-        run: |
-          gh pr comment $PR_NUMBER --body "🤖 Starting usability review... This may take a few minutes."
-
-      - name: Set PR number
-        id: pr-number
-        run: |
-          if [ "${{ github.event_name }}" = "issue_comment" ]; then
-            echo "number=${{ github.event.issue.number }}" >> $GITHUB_OUTPUT
-          else
-            echo "number=${{ github.event.pull_request.number }}" >> $GITHUB_OUTPUT
-          fi
-
-      - name: Extract target URL from ephemeral instance comment
-        id: extract-url
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUMBER: ${{ steps.pr-number.outputs.number }}
-        run: |
-          # Extract ephemeral instance URL from PR comments
-          # Looks for the most recent comment containing: https://ephemeral{alphanumeric}.grafana-dev.net
-          #
-          # TODO: Future improvement - auto-trigger deployment if no URL found:
-          #   1. Comment /deploy-to-hg on the PR
-          #   2. Wait ~20 minutes for build to complete
-          #   3. Retry extracting URL
-          #   4. Continue with usability review
-
-          # Get all PR comments, newest first
-          COMMENTS=$(gh pr view $PR_NUMBER --json comments --jq '.comments | reverse | .[].body')
-
-          # Find the most recent comment with ephemeral instance URL (alphanumeric subdomain)
-          TARGET_URL=$(echo "$COMMENTS" | grep -oE 'https://ephemeral[a-zA-Z0-9]+\.grafana-dev\.net' | head -1)
-
-          if [ -z "$TARGET_URL" ]; then
-            echo "::error::No ephemeral instance URL found in PR comments"
-            echo "::notice::Please deploy an ephemeral instance first by commenting /deploy-to-hg"
-            exit 1
-          fi
-
-          echo "Found target URL: $TARGET_URL"
-          echo "TARGET_URL=$TARGET_URL" >> $GITHUB_ENV
-
-      - name: "Get vault secrets (dev)"
-        id: vault-secrets-dev
-        uses: grafana/shared-workflows/actions/get-vault-secrets@get-vault-secrets/v1.3.0
-        with:
-          vault_instance: "dev"
-          repo_secrets: |
-            GCOM_HOST=usability-review-agent:GCOM_HOST
-            GCOM_TOKEN=usability-review-agent:GCOM_TOKEN
-            OPENAI_API_KEY=usability-review-agent:OPENAI_API_KEY
-            GRAFANA_USERNAME=usability-review-agent:GRAFANA_USERNAME
-            GRAFANA_PASSWORD=usability-review-agent:GRAFANA_PASSWORD
-            SLACK_WEBHOOK_URL=usability-review-agent:SLACK_WEBHOOK_URL
-
-      - name: "Get vault secrets (ops) - GitHub App credentials"
-        id: vault-secrets-ops
-        uses: grafana/shared-workflows/actions/get-vault-secrets@main
-        with:
-          repo_secrets: |
-            APP_ID=ephemeral-instances-bot:app-id
-            APP_PEM=ephemeral-instances-bot:app-private-key
-
-      - name: "Generate GitHub App token for private repo access"
-        id: generate_token
-        uses: tibdex/github-app-token@b62528385c34dbc9f38e5f4225ac829252d1ea92
-        with:
-          app_id: ${{ env.APP_ID }}
-          private_key: ${{ env.APP_PEM }}
-
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-
-      - name: Install OpenAI package
-        run: |
-          python -m pip install -U pip
-          pip install openai
-
-      - name: Get PR details
-        id: pr-details
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUMBER: ${{ steps.pr-number.outputs.number }}
-        run: |
-          # Get PR title, body, and changed files
-          PR_DATA=$(gh pr view $PR_NUMBER --json title,body,files)
-
-          PR_TITLE=$(echo "$PR_DATA" | jq -r '.title')
-          PR_BODY=$(echo "$PR_DATA" | jq -r '.body // ""')
-
-          # Get list of changed files
-          CHANGED_FILES=$(echo "$PR_DATA" | jq -r '.files[].path' | head -20)
-
-          # Save to files for next step
-          echo "$PR_TITLE" > pr_title.txt
-          echo "$PR_BODY" > pr_body.txt
-          echo "$CHANGED_FILES" > changed_files.txt
-
-          echo "PR Title: $PR_TITLE"
-          echo "Changed files count: $(echo "$CHANGED_FILES" | wc -l)"
-
-      - name: Generate PR summary
-        id: pr-summary
-        env:
-          OPENAI_API_KEY: ${{ env.OPENAI_API_KEY }}
-        run: |
-          python - <<'PY'
-          import os
-          from openai import OpenAI
-
-          client = OpenAI()
-
-          # Read PR details
-          with open("pr_title.txt", "r") as f:
-              pr_title = f.read().strip()
-
-          with open("pr_body.txt", "r") as f:
-              pr_body = f.read().strip()
-
-          with open("changed_files.txt", "r") as f:
-              changed_files = f.read().strip()
-
-          # Generate summary of what the PR does
-          system = "You are a technical analyst summarizing pull request changes."
-          user = f"""Analyze this PR and provide a 2-3 sentence summary of what feature/change is being implemented:
-
-          PR Title: {pr_title}
-
-          PR Description: {pr_body if pr_body else "(No description provided)"}
-
-          Changed Files:
-          {changed_files}
-
-          Focus on what the user-facing impact is and what functionality is being added or modified."""
-
-          resp = client.chat.completions.create(
-              model="gpt-4o-mini",
-              messages=[
-                  {"role": "system", "content": system},
-                  {"role": "user", "content": user},
-              ],
-          )
-          pr_summary = resp.choices[0].message.content.strip()
-
-          with open("pr_summary.txt", "w") as f:
-              f.write(pr_summary)
-
-          print(f"PR Summary: {pr_summary}")
-          PY
-
-      - name: Fetch prompt from external repo
-        env:
-          GH_TOKEN: ${{ steps.generate_token.outputs.token }}
-        run: |
-          # Fetch prompt from private repo using GitHub API
-          gh api \
-            -H "Accept: application/vnd.github.raw" \
-            /repos/grafana/usability-review-agent-github-action/contents/prompts/single/reviewer.md \
-            > base_prompt.txt
-
-          echo "Fetched prompt from external repo"
-          echo "Prompt size: $(wc -c < base_prompt.txt) bytes"
-          echo "First 100 chars: $(head -c 100 base_prompt.txt)"
-
-      - name: Build dynamic prompt
-        id: build-prompt
-        run: |
-          # Read the PR summary
-          PR_SUMMARY=$(cat pr_summary.txt)
-
-          # Read base prompt template from external repo
-          BASE_PROMPT=$(cat base_prompt.txt)
-
-          # Build dynamic prompt with PR context
-          cat > dynamic_prompt.txt <<EOF
-          ## Context
-          You are reviewing a pull request that makes the following changes:
-
-          $PR_SUMMARY
-
-          Your task is to test the workflow and provide usability feedback.
-
-          ## Instructions
-          $BASE_PROMPT
-          EOF
-
-          # Copy to action directory so it can be used
-          cp dynamic_prompt.txt .github/actions/usability-review-agent/dynamic_prompt.txt
-
-          echo "Dynamic prompt created"
-
-      - name: Extract instance slug from URL
-        run: |
-          INSTANCE_SLUG=$(echo "${{ env.TARGET_URL }}" | sed -E 's|https?://([^.]+)\..*|\1|')
-          echo "Instance slug: $INSTANCE_SLUG"
-          echo "INSTANCE_SLUG=$INSTANCE_SLUG" >> $GITHUB_ENV
-
-      - name: Enable basic auth on instance
-        env:
-          GCOM_HOST: ${{ env.GCOM_HOST }}
-          GCOM_TOKEN: ${{ env.GCOM_TOKEN }}
-          INSTANCE_SLUG: ${{ env.INSTANCE_SLUG }}
-        run: |
-          # Check current config
-          CURRENT_CONFIG=$(curl -s "${GCOM_HOST}/api/instances/${INSTANCE_SLUG}/config" \
-            -H "Authorization: Bearer ${GCOM_TOKEN}")
-
-          DISABLE_LOGIN_FORM=$(echo "$CURRENT_CONFIG" | jq -r '.auth.disable_login_form // true')
-          echo "Current disable_login_form: $DISABLE_LOGIN_FORM"
-
-          if [ "$DISABLE_LOGIN_FORM" != "false" ]; then
-            echo "Enabling basic auth..."
-            curl -X POST "${GCOM_HOST}/api/instances/${INSTANCE_SLUG}/config" \
-              -H "Authorization: Bearer ${GCOM_TOKEN}" \
-              -H "Content-Type: application/x-www-form-urlencoded" \
-              -d 'config[auth][disable_login_form]=false'
-
-            echo "Waiting for pod restart..."
-            sleep 300
-
-            # Verify instance is ready
-            for i in {1..10}; do
-              if curl -sf https://${INSTANCE_SLUG}.grafana-dev.net/api/health; then
-                echo "Instance ready!"
-                break
-              fi
-              echo "Attempt $i failed, waiting..."
-              sleep 10
-            done
-          else
-            echo "Basic auth already enabled, skipping..."
-          fi
-
-      - name: Create test user for playwright
-        # Using system realm token with stack-users:write scope
-        env:
-          GCOM_HOST: ${{ env.GCOM_HOST }}
-          GCOM_TOKEN: ${{ env.GCOM_TOKEN }}
-          INSTANCE_SLUG: ${{ env.INSTANCE_SLUG }}
-          GRAFANA_USERNAME: ${{ env.GRAFANA_USERNAME }}
-          GRAFANA_PASSWORD: ${{ env.GRAFANA_PASSWORD }}
-        run: |
-          pip install requests
-          python3 <<'PYTHON'
-          import os, requests, json
-
-          gcom_host = os.environ['GCOM_HOST']
-          gcom_token = os.environ['GCOM_TOKEN']
-          instance = os.environ['INSTANCE_SLUG']
-          username = os.environ['GRAFANA_USERNAME']
-          password = os.environ['GRAFANA_PASSWORD']
-
-          # Create user via GCOM API (proxies to instance /api/admin/users)
-          resp = requests.post(
-              f"{gcom_host}/api/instances/{instance}/api/admin/users",
-              headers={"Authorization": f"Bearer {gcom_token}"},
-              json={"name": "Usability Review Agent", "login": username, "password": password}
-          )
-
-          if resp.status_code == 412:
-              print(f"Test user already exists (412), skipping creation")
-          elif resp.status_code >= 400:
-              print(f"Error creating user: {resp.status_code} {resp.text}")
-              resp.raise_for_status()
-          else:
-              user_id = resp.json()['id']
-              print(f"Created new test user (id: {user_id})")
-
-              # Make user admin via GCOM API (proxies to instance)
-              perm_resp = requests.put(
-                  f"{gcom_host}/api/instances/{instance}/api/admin/users/{user_id}/permissions",
-                  headers={"Authorization": f"Bearer {gcom_token}"},
-                  json={"isGrafanaAdmin": True}
-              )
-
-              if perm_resp.status_code >= 400:
-                  print(f"Warning: Failed to set admin permissions: {perm_resp.status_code}")
-              else:
-                  print(f"Set admin permissions for test user")
-
-          print(f"Test user setup complete")
-          PYTHON
-
-      - name: Run usability review agent
-        uses: ./.github/actions/usability-review-agent
-        with:
-          target_url: ${{ env.TARGET_URL }}
-          openai_api_key: ${{ env.OPENAI_API_KEY }}
-          grafana_username: ${{ env.GRAFANA_USERNAME }}
-          grafana_password: ${{ env.GRAFANA_PASSWORD }}
-          workflow_name: "the application interface"
-          prompt_file: "dynamic_prompt.txt"
-          output_text_path: ${{ env.OUTPUT_TEXT_PATH }}
-          screenshot_path: ${{ env.SCREENSHOT_PATH }}
-
-      - name: Upload review artifacts
-        if: always()
-        uses: actions/upload-artifact@v4
-        with:
-          name: usability-review-results
-          path: |
-            ${{ env.OUTPUT_TEXT_PATH }}
-            ${{ env.SCREENSHOT_PATH }}
-            login_page.png
-            login_error.png
-          if-no-files-found: warn
-          retention-days: 7
-
-      - name: Post review results to PR
-        if: always()
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUMBER: ${{ steps.pr-number.outputs.number }}
-          RUN_ID: ${{ github.run_id }}
-        run: |
-          COMMENT_FILE=$(mktemp)
-
-          echo "## 🔍 Usability Review Results" > "$COMMENT_FILE"
-          echo "" >> "$COMMENT_FILE"
-          echo "**Target URL:** ${{ env.TARGET_URL }}" >> "$COMMENT_FILE"
-          echo "" >> "$COMMENT_FILE"
-          echo "---" >> "$COMMENT_FILE"
-          echo "" >> "$COMMENT_FILE"
-
-          if [ -s ${{ env.OUTPUT_TEXT_PATH }} ]; then
-            cat ${{ env.OUTPUT_TEXT_PATH }} >> "$COMMENT_FILE"
-          else
-            echo "⚠️ No review output was generated." >> "$COMMENT_FILE"
-          fi
-
-          echo "" >> "$COMMENT_FILE"
-          echo "---" >> "$COMMENT_FILE"
-          echo "" >> "$COMMENT_FILE"
-          echo "📸 [View screenshot and full artifacts](https://github.com/${{ github.repository }}/actions/runs/$RUN_ID)" >> "$COMMENT_FILE"
-
-          gh pr comment $PR_NUMBER --body-file "$COMMENT_FILE"
-          rm "$COMMENT_FILE"
-
-      - name: Post individual suggestions as separate comments
-        if: always()
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUMBER: ${{ steps.pr-number.outputs.number }}
-          OUTPUT_TEXT_PATH: ${{ env.OUTPUT_TEXT_PATH }}
-        run: |
-          python3 <<'PYTHON'
-          import os
-          import subprocess
-          import re
-          import json
-
-          # Read the AI output
-          output_path = os.environ['OUTPUT_TEXT_PATH']
-          if not os.path.exists(output_path) or os.path.getsize(output_path) == 0:
-              print("No output file found, skipping individual comments")
-              exit(0)
-
-          with open(output_path, 'r') as f:
-              content = f.read()
-
-          # Extract table rows (skip header and separator)
-          # New format: | Issue | Severity | Impact | Confidence | Suggestion |
-          table_pattern = r'\|([^|]+)\|([^|]+)\|([^|]+)\|([^|]+)\|([^|]+)\|'
-          matches = re.findall(table_pattern, content)
-
-          if len(matches) < 3:
-              print(f"Not enough table rows found ({len(matches)}), skipping individual comments")
-              exit(0)
-
-          # Skip first 2 matches (header + separator)
-          issue_rows = matches[2:]  # Get all issues after header
-
-          pr_number = os.environ['PR_NUMBER']
-
-          # Get changed files in the PR to attach comments to
-          pr_files_result = subprocess.run(
-              ['gh', 'pr', 'view', pr_number, '--json', 'files'],
-              capture_output=True,
-              text=True,
-              check=True
-          )
-          pr_data = json.loads(pr_files_result.stdout)
-          changed_files = [f['path'] for f in pr_data.get('files', [])]
-
-          # Prefer frontend files for UI issues
-          frontend_files = [f for f in changed_files if any(ext in f for ext in ['.tsx', '.ts', '.jsx', '.js', '.vue', '.css', '.scss'])]
-          target_files = frontend_files if frontend_files else changed_files
-
-          if not target_files:
-              print("No changed files found, posting as general comments instead")
-              target_files = [None] * len(issue_rows)
-
-          for idx, (issue, severity, impact, confidence, suggestion) in enumerate(issue_rows):
-              # Clean up whitespace
-              issue = issue.strip()
-              severity = severity.strip()
-              impact = impact.strip()
-              confidence = confidence.strip()
-              suggestion = suggestion.strip()
-
-              # Extract issue title from markdown (bold text before <br />)
-              issue_title_match = re.search(r'\*\*(.+?)\*\*', issue)
-              issue_title = issue_title_match.group(1) if issue_title_match else issue
-
-              # Create individual comment
-              comment = f"""### {severity} {issue_title}
-
-              **Confidence:** {confidence}
-
-              **Impact:** {impact}
-
-              **Suggestion:** {suggestion}
-
-              ---
-              _Posted by BabyBot 🍼 - Usability Review Agent_"""
-
-              # Try to post as review comment (resolvable) on a changed file
-              target_file = target_files[idx % len(target_files)] if target_files[0] is not None else None
-
-              if target_file:
-                  # Post as review comment on the file (resolvable!)
-                  try:
-                      # Create a review comment on line 1 of the file
-                      subprocess.run(
-                          ['gh', 'pr', 'review', pr_number, '--comment', '--body', comment, '--file', target_file, '--line', '1'],
-                          check=True,
-                          capture_output=True
-                      )
-                      print(f"Posted resolvable comment for: {issue_title} (on {target_file})")
-                  except subprocess.CalledProcessError as e:
-                      # Fallback to general comment if review comment fails
-                      print(f"Failed to post review comment, falling back to general comment: {e}")
-                      subprocess.run(
-                          ['gh', 'pr', 'comment', pr_number, '--body', comment],
-                          check=True
-                      )
-                      print(f"Posted general comment for: {issue_title}")
-              else:
-                  # Post as general comment
-                  subprocess.run(
-                      ['gh', 'pr', 'comment', pr_number, '--body', comment],
-                      check=True
-                  )
-                  print(f"Posted general comment for: {issue_title}")
-
-          PYTHON
-
-      - name: Send Slack notification on success
-        if: always()
-        env:
-          SLACK_WEBHOOK_URL: ${{ env.SLACK_WEBHOOK_URL }}
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          PR_NUMBER: ${{ steps.pr-number.outputs.number }}
-          OUTPUT_TEXT_PATH: ${{ env.OUTPUT_TEXT_PATH }}
-        run: |
-          # Check if Slack webhook is configured
-          if [ -z "$SLACK_WEBHOOK_URL" ]; then
-            echo "Slack webhook not configured, skipping notification"
-            exit 0
-          fi
-
-          # Check if review was successful
-          if [ ! -s ${{ env.OUTPUT_TEXT_PATH }} ]; then
-            echo "No review output found, skipping success notification"
-            exit 0
-          fi
-
-          # Fetch PR details and export for Python
-          PR_DATA=$(gh pr view $PR_NUMBER --json title,url,author)
-          export PR_TITLE=$(echo "$PR_DATA" | jq -r '.title')
-          export PR_URL=$(echo "$PR_DATA" | jq -r '.url')
-          export PR_AUTHOR=$(echo "$PR_DATA" | jq -r '.author.login')
-
-          python3 <<'PYTHON'
-          import os
-          import json
-          import subprocess
-          import re
-
-          # Read the AI output to extract issues
-          with open(os.environ['OUTPUT_TEXT_PATH'], 'r') as f:
-              content = f.read()
-
-          # Extract table rows for issues
-          # New format: | Issue | Severity | Impact | Confidence | Suggestion |
-          table_pattern = r'\|([^|]+)\|([^|]+)\|([^|]+)\|([^|]+)\|([^|]+)\|'
-          matches = re.findall(table_pattern, content)
-
-          # Build issues text
-          issues_text = ""
-          if len(matches) >= 3:
-              issue_rows = matches[2:]  # Skip header rows
-              for issue, severity, impact, confidence, suggestion in issue_rows:
-                  issue = issue.strip()
-                  severity = severity.strip()
-                  suggestion = suggestion.strip()
-
-                  # Extract issue title from markdown
-                  issue_title_match = re.search(r'\*\*(.+?)\*\*', issue)
-                  issue_title = issue_title_match.group(1) if issue_title_match else issue
-
-                  issues_text += f"• *{severity}* {issue_title}\n  → {suggestion}\n"
-          else:
-              issues_text = "No specific issues found"
-
-          pr_number = os.environ['PR_NUMBER']
-          pr_title = os.environ['PR_TITLE']
-          pr_url = os.environ['PR_URL']
-          pr_author = os.environ['PR_AUTHOR']
-
-          # Build Slack message
-          slack_payload = {
-              "channel": "#hackathon15-agentic-usability-review",
-              "username": "Usability Review Agent",
-              "icon_emoji": ":mag:",
-              "blocks": [
-                  {
-                      "type": "header",
-                      "text": {
-                          "type": "plain_text",
-                          "text": f"✅ Usability Review Complete: PR #{pr_number}",
-                          "emoji": True
-                      }
-                  },
-                  {
-                      "type": "section",
-                      "text": {
-                          "type": "mrkdwn",
-                          "text": f"*<{pr_url}|{pr_title}>*\nby @{pr_author}"
-                      }
-                  },
-                  {
-                      "type": "section",
-                      "text": {
-                          "type": "mrkdwn",
-                          "text": f"*Issues & Suggestions*\n{issues_text}"
-                      }
-                  },
-                  {
-                      "type": "actions",
-                      "elements": [
-                          {
-                              "type": "button",
-                              "text": {
-                                  "type": "plain_text",
-                                  "text": "View Full Review",
-                                  "emoji": True
-                              },
-                              "url": pr_url
-                          }
-                      ]
-                  }
-              ]
-          }
-
-          # Send to Slack
-          webhook_url = os.environ['SLACK_WEBHOOK_URL']
-          subprocess.run(
-              ['curl', '-X', 'POST', '-H', 'Content-type: application/json',
-               '--data', json.dumps(slack_payload), webhook_url],
-              check=True
-          )
-          print("Slack notification sent successfully")
-          PYTHON

apps/advisor/go.mod

@@ -8,7 +8,7 @@ require (
 	github.com/google/go-github/v70 v70.0.0
 	github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4
 	github.com/grafana/grafana v0.0.0-00010101000000-000000000000
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/grafana/grafana-plugin-sdk-go v0.284.0
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0

apps/advisor/go.sum

@@ -618,8 +618,8 @@ github.com/grafana/dataplane/sdata v0.0.9 h1:AGL1LZnCUG4MnQtnWpBPbQ8ZpptaZs14w6k
 github.com/grafana/dataplane/sdata v0.0.9/go.mod h1:Jvs5ddpGmn6vcxT7tCTWAZ1mgi4sbcdFt9utQx5uMAU=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4 h1:jSojuc7njleS3UOz223WDlXOinmuLAIPI0z2vtq8EgI=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4/go.mod h1:VahT+GtfQIM+o8ht2StR6J9g+Ef+C2Vokh5uuSmOD/4=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana-aws-sdk v1.3.0 h1:/bfJzP93rCel1GbWoRSq0oUo424MZXt8jAp2BK9w8tM=

apps/alerting/alertenrichment/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/alerting/alertenrichment
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250901080157-a0280d701b28
 	k8s.io/apimachinery v0.34.2
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912

apps/alerting/alertenrichment/go.sum

@@ -23,8 +23,8 @@ github.com/google/gnostic-models v0.7.0/go.mod h1:whL5G0m6dmc5cPxKc5bdKdEN3UjI7O
 github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
 github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250901080157-a0280d701b28 h1:PgMfX4OPENz/iXmtDDIW9+poZY4UD0hhmXm7flVclDo=
 github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250901080157-a0280d701b28/go.mod h1:av5N0Naq+8VV9MLF7zAkihy/mVq5UbS2EvRSJukDHlY=
 github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY=

apps/alerting/historian/go.mod

@@ -6,7 +6,7 @@ require (
 	github.com/go-kit/log v0.2.1
 	github.com/grafana/alerting v0.0.0-20251204145817-de8c2bbf9eba
 	github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/prometheus/client_golang v1.23.2
 	github.com/spf13/pflag v1.0.10

apps/alerting/historian/go.sum

@@ -216,14 +216,14 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC
 github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/googleapis/gax-go/v2 v2.0.4/go.mod h1:0Wqv26UfaUD9n4G6kQubkQ+KchISgw+vpHVxEJEs9eg=
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
 github.com/grafana/alerting v0.0.0-20251204145817-de8c2bbf9eba h1:psKWNETD5nGxmFAlqnWsXoRyUwSa2GHNEMSEDKGKfQ4=
 github.com/grafana/alerting v0.0.0-20251204145817-de8c2bbf9eba/go.mod h1:l7v67cgP7x72ajB9UPZlumdrHqNztpKoqQ52cU8T3LU=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4 h1:jSojuc7njleS3UOz223WDlXOinmuLAIPI0z2vtq8EgI=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4/go.mod h1:VahT+GtfQIM+o8ht2StR6J9g+Ef+C2Vokh5uuSmOD/4=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/loki/pkg/push v0.0.0-20250823105456-332df2b20000 h1:/5LKSYgLmAhwA4m6iGUD4w1YkydEWWjazn9qxCFT8W0=

apps/alerting/historian/pkg/app/config/config.go

@@ -1,6 +1,7 @@
 package config
 
 import (
+	"net/http"
 	"net/url"
 	"time"
 
@@ -15,9 +16,14 @@ const (
 	lokiDefaultMaxQuerySize   = 65536           // 64kb
 )
 
+type LokiConfig struct {
+	lokiclient.LokiConfig
+	Transport http.RoundTripper
+}
+
 type NotificationConfig struct {
 	Enabled bool
-	Loki    lokiclient.LokiConfig
+	Loki    LokiConfig
 }
 
 type RuntimeConfig struct {
@@ -27,7 +33,7 @@ type RuntimeConfig struct {
 
 func (n *NotificationConfig) AddFlagsWithPrefix(prefix string, flags *pflag.FlagSet) {
 	flags.BoolVar(&n.Enabled, prefix+".enabled", false, "Enable notification query endpoints")
-	addLokiFlags(&n.Loki, prefix+".loki", flags)
+	addLokiFlags(&n.Loki.LokiConfig, prefix+".loki", flags)
 }
 
 func (r *RuntimeConfig) AddFlagsWithPrefix(prefix string, flags *pflag.FlagSet) {

apps/alerting/historian/pkg/app/config/config_test.go

@@ -24,10 +24,12 @@ func TestRuntimeConfig(t *testing.T) {
 			expected: RuntimeConfig{
 				Notification: NotificationConfig{
 					Enabled: false,
-					Loki: lokiclient.LokiConfig{
-						ReadPathURL:    nil,
-						MaxQueryLength: 721 * time.Hour,
-						MaxQuerySize:   65536,
+					Loki: LokiConfig{
+						LokiConfig: lokiclient.LokiConfig{
+							ReadPathURL:    nil,
+							MaxQueryLength: 721 * time.Hour,
+							MaxQuerySize:   65536,
+						},
 					},
 				},
 			},
@@ -38,10 +40,12 @@ func TestRuntimeConfig(t *testing.T) {
 			expected: RuntimeConfig{
 				Notification: NotificationConfig{
 					Enabled: true,
-					Loki: lokiclient.LokiConfig{
-						ReadPathURL:    nil,
-						MaxQueryLength: 721 * time.Hour,
-						MaxQuerySize:   65536,
+					Loki: LokiConfig{
+						LokiConfig: lokiclient.LokiConfig{
+							ReadPathURL:    nil,
+							MaxQueryLength: 721 * time.Hour,
+							MaxQuerySize:   65536,
+						},
 					},
 				},
 			},
@@ -57,13 +61,15 @@ func TestRuntimeConfig(t *testing.T) {
 			expected: RuntimeConfig{
 				Notification: NotificationConfig{
 					Enabled: false,
-					Loki: lokiclient.LokiConfig{
-						ReadPathURL:       lokiURL,
-						BasicAuthUser:     "foo",
-						BasicAuthPassword: "bar",
-						TenantID:          "baz",
-						MaxQueryLength:    721 * time.Hour,
-						MaxQuerySize:      65536,
+					Loki: LokiConfig{
+						LokiConfig: lokiclient.LokiConfig{
+							ReadPathURL:       lokiURL,
+							BasicAuthUser:     "foo",
+							BasicAuthPassword: "bar",
+							TenantID:          "baz",
+							MaxQueryLength:    721 * time.Hour,
+							MaxQuerySize:      65536,
+						},
 					},
 				},
 			},

apps/alerting/historian/pkg/app/notification/lokireader.go

@@ -5,6 +5,7 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	"net/http"
 	"regexp"
 	"sort"
 	"strings"
@@ -19,6 +20,7 @@ import (
 	"go.opentelemetry.io/otel/trace"
 
 	"github.com/grafana/grafana/apps/alerting/historian/pkg/apis/alertinghistorian/v0alpha1"
+	"github.com/grafana/grafana/apps/alerting/historian/pkg/app/config"
 	"github.com/grafana/grafana/apps/alerting/historian/pkg/app/logutil"
 )
 
@@ -47,7 +49,7 @@ type LokiReader struct {
 	logger logging.Logger
 }
 
-func NewLokiReader(cfg lokiclient.LokiConfig, reg prometheus.Registerer, logger logging.Logger, tracer trace.Tracer) *LokiReader {
+func NewLokiReader(cfg config.LokiConfig, reg prometheus.Registerer, logger logging.Logger, tracer trace.Tracer) *LokiReader {
 	duration := instrument.NewHistogramCollector(promauto.With(reg).NewHistogramVec(prometheus.HistogramOpts{
 		Namespace: Namespace,
 		Subsystem: Subsystem,
@@ -56,9 +58,13 @@ func NewLokiReader(cfg lokiclient.LokiConfig, reg prometheus.Registerer, logger
 		Buckets:   instrument.DefBuckets,
 	}, instrument.HistogramCollectorBuckets))
 
+	requester := &http.Client{
+		Transport: cfg.Transport,
+	}
+
 	gkLogger := logutil.ToGoKitLogger(logger)
 	return &LokiReader{
-		client: lokiclient.NewLokiClient(cfg, lokiclient.NewRequester(), nil, duration, gkLogger, tracer, LokiClientSpanName),
+		client: lokiclient.NewLokiClient(cfg.LokiConfig, requester, nil, duration, gkLogger, tracer, LokiClientSpanName),
 		logger: logger,
 	}
 }

apps/alerting/notifications/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/alerting/notifications
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	k8s.io/apimachinery v0.34.2
 	k8s.io/apiserver v0.34.2

apps/alerting/notifications/go.sum

@@ -71,8 +71,8 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674 h1:JeSE6pjso5THxAzdVpqr6/geYxZytqFMBCOtn/ujyeo=
 github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674/go.mod h1:r4w70xmWCQKmi1ONH4KIaBptdivuRPyosB9RmPlGEwA=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/go-grpc-middleware/providers/prometheus v1.1.0 h1:QGLs/O40yoNK9vmy4rhUGBVyMf1lISBGtXRpsu/Qu/o=

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/receiver_object_gen.go

@@ -23,6 +23,12 @@ type Receiver struct {
 	Spec ReceiverSpec `json:"spec" yaml:"spec"`
 }
 
+func NewReceiver() *Receiver {
+	return &Receiver{
+		Spec: *NewReceiverSpec(),
+	}
+}
+
 func (o *Receiver) GetSpec() any {
 	return o.Spec
 }

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/receiver_schema_gen.go

@@ -12,7 +12,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaReceiver = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", &Receiver{}, &ReceiverList{}, resource.WithKind("Receiver"),
+	schemaReceiver = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", NewReceiver(), &ReceiverList{}, resource.WithKind("Receiver"),
 		resource.WithPlural("receivers"), resource.WithScope(resource.NamespacedScope), resource.WithSelectableFields([]resource.SelectableField{{
 			FieldSelector: "spec.title",
 			FieldValueFunc: func(o resource.Object) (string, error) {

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/routingtree_object_gen.go

@@ -23,6 +23,12 @@ type RoutingTree struct {
 	Spec RoutingTreeSpec `json:"spec" yaml:"spec"`
 }
 
+func NewRoutingTree() *RoutingTree {
+	return &RoutingTree{
+		Spec: *NewRoutingTreeSpec(),
+	}
+}
+
 func (o *RoutingTree) GetSpec() any {
 	return o.Spec
 }

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/routingtree_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaRoutingTree = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", &RoutingTree{}, &RoutingTreeList{}, resource.WithKind("RoutingTree"),
+	schemaRoutingTree = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", NewRoutingTree(), &RoutingTreeList{}, resource.WithKind("RoutingTree"),
 		resource.WithPlural("routingtrees"), resource.WithScope(resource.NamespacedScope))
 	kindRoutingTree = resource.Kind{
 		Schema: schemaRoutingTree,

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/templategroup_object_gen.go

@@ -23,6 +23,12 @@ type TemplateGroup struct {
 	Spec TemplateGroupSpec `json:"spec" yaml:"spec"`
 }
 
+func NewTemplateGroup() *TemplateGroup {
+	return &TemplateGroup{
+		Spec: *NewTemplateGroupSpec(),
+	}
+}
+
 func (o *TemplateGroup) GetSpec() any {
 	return o.Spec
 }

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/templategroup_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaTemplateGroup = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", &TemplateGroup{}, &TemplateGroupList{}, resource.WithKind("TemplateGroup"),
+	schemaTemplateGroup = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", NewTemplateGroup(), &TemplateGroupList{}, resource.WithKind("TemplateGroup"),
 		resource.WithPlural("templategroups"), resource.WithScope(resource.NamespacedScope))
 	kindTemplateGroup = resource.Kind{
 		Schema: schemaTemplateGroup,

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/timeinterval_object_gen.go

@@ -23,6 +23,12 @@ type TimeInterval struct {
 	Spec TimeIntervalSpec `json:"spec" yaml:"spec"`
 }
 
+func NewTimeInterval() *TimeInterval {
+	return &TimeInterval{
+		Spec: *NewTimeIntervalSpec(),
+	}
+}
+
 func (o *TimeInterval) GetSpec() any {
 	return o.Spec
 }

apps/alerting/notifications/pkg/apis/alertingnotifications/v0alpha1/timeinterval_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaTimeInterval = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", &TimeInterval{}, &TimeIntervalList{}, resource.WithKind("TimeInterval"),
+	schemaTimeInterval = resource.NewSimpleSchema("notifications.alerting.grafana.app", "v0alpha1", NewTimeInterval(), &TimeIntervalList{}, resource.WithKind("TimeInterval"),
 		resource.WithPlural("timeintervals"), resource.WithScope(resource.NamespacedScope))
 	kindTimeInterval = resource.Kind{
 		Schema: schemaTimeInterval,

apps/alerting/rules/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/alerting/rules
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/prometheus/common v0.67.3
 	k8s.io/apimachinery v0.34.2

apps/alerting/rules/go.sum

@@ -48,8 +48,8 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J
 github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLWMC+vZCkfs+FHv1Vg=

apps/annotation/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/annotation
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	k8s.io/apimachinery v0.34.2
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912

apps/annotation/go.sum

@@ -48,8 +48,8 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J
 github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLWMC+vZCkfs+FHv1Vg=

apps/collections/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/collections
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250804150913-990f1c69ecc2
 	github.com/stretchr/testify v1.11.1
 	k8s.io/apimachinery v0.34.2

apps/collections/go.sum

@@ -33,8 +33,8 @@ github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250804150913-990f1c69ecc2 h1:X0cnaFdR+iz+sDSuoZmkryFSjOirchHe2MdKSRwBWgM=

apps/correlations/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/correlations
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	k8s.io/apimachinery v0.34.2
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912

apps/correlations/go.sum

@@ -48,8 +48,8 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J
 github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLWMC+vZCkfs+FHv1Vg=

apps/dashboard/Makefile

@@ -11,8 +11,7 @@ do-generate: install-app-sdk update-app-sdk ## Run Grafana App SDK code generati
 		--tsgenpath=../../packages/grafana-schema/src/schema \
 		--grouping=group \
 		--defencoding=none \
-		--genoperatorstate=false \
-		--noschemasinmanifest 
+		--genoperatorstate=false
 
 .PHONY: post-generate-cleanup
 post-generate-cleanup: ## Clean up the generated code

apps/dashboard/go.mod

@@ -5,7 +5,7 @@ go 1.25.5
 require (
 	cuelang.org/go v0.11.1
 	github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/grafana/grafana-plugin-sdk-go v0.284.0
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250514132646-acbc7b54ed9e

apps/dashboard/go.sum

@@ -85,8 +85,8 @@ github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4 h1:Muoy+FMGr
 github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4/go.mod h1:qeWYbnWzaYGl88JlL9+DsP1GT2Cudm58rLtx13fKZdw=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4 h1:jSojuc7njleS3UOz223WDlXOinmuLAIPI0z2vtq8EgI=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4/go.mod h1:VahT+GtfQIM+o8ht2StR6J9g+Ef+C2Vokh5uuSmOD/4=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana-plugin-sdk-go v0.284.0 h1:1bK7eWsnPBLUWDcWJWe218Ik5ad0a5JpEL4mH9ry7Ws=

apps/dashboard/pkg/apis/dashboard/v0alpha1/dashboard_object_gen.go

@@ -25,6 +25,13 @@ type Dashboard struct {
 	Status DashboardStatus `json:"status" yaml:"status"`
 }
 
+func NewDashboard() *Dashboard {
+	return &Dashboard{
+		Spec:   *NewDashboardSpec(),
+		Status: *NewDashboardStatus(),
+	}
+}
+
 func (o *Dashboard) GetSpec() any {
 	return o.Spec
 }

apps/dashboard/pkg/apis/dashboard/v0alpha1/dashboard_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v0alpha1", &Dashboard{}, &DashboardList{}, resource.WithKind("Dashboard"),
+	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v0alpha1", NewDashboard(), &DashboardList{}, resource.WithKind("Dashboard"),
 		resource.WithPlural("dashboards"), resource.WithScope(resource.NamespacedScope))
 	kindDashboard = resource.Kind{
 		Schema: schemaDashboard,

apps/dashboard/pkg/apis/dashboard/v0alpha1/snapshot_object_gen.go

@@ -23,6 +23,12 @@ type Snapshot struct {
 	Spec SnapshotSpec `json:"spec" yaml:"spec"`
 }
 
+func NewSnapshot() *Snapshot {
+	return &Snapshot{
+		Spec: *NewSnapshotSpec(),
+	}
+}
+
 func (o *Snapshot) GetSpec() any {
 	return o.Spec
 }

apps/dashboard/pkg/apis/dashboard/v0alpha1/snapshot_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaSnapshot = resource.NewSimpleSchema("dashboard.grafana.app", "v0alpha1", &Snapshot{}, &SnapshotList{}, resource.WithKind("Snapshot"),
+	schemaSnapshot = resource.NewSimpleSchema("dashboard.grafana.app", "v0alpha1", NewSnapshot(), &SnapshotList{}, resource.WithKind("Snapshot"),
 		resource.WithPlural("snapshots"), resource.WithScope(resource.NamespacedScope))
 	kindSnapshot = resource.Kind{
 		Schema: schemaSnapshot,

apps/dashboard/pkg/apis/dashboard/v1beta1/dashboard_object_gen.go

@@ -25,6 +25,13 @@ type Dashboard struct {
 	Status DashboardStatus `json:"status" yaml:"status"`
 }
 
+func NewDashboard() *Dashboard {
+	return &Dashboard{
+		Spec:   *NewDashboardSpec(),
+		Status: *NewDashboardStatus(),
+	}
+}
+
 func (o *Dashboard) GetSpec() any {
 	return o.Spec
 }

apps/dashboard/pkg/apis/dashboard/v1beta1/dashboard_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v1beta1", &Dashboard{}, &DashboardList{}, resource.WithKind("Dashboard"),
+	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v1beta1", NewDashboard(), &DashboardList{}, resource.WithKind("Dashboard"),
 		resource.WithPlural("dashboards"), resource.WithScope(resource.NamespacedScope))
 	kindDashboard = resource.Kind{
 		Schema: schemaDashboard,

apps/dashboard/pkg/apis/dashboard/v2alpha1/dashboard_object_gen.go

@@ -25,6 +25,13 @@ type Dashboard struct {
 	Status DashboardStatus `json:"status" yaml:"status"`
 }
 
+func NewDashboard() *Dashboard {
+	return &Dashboard{
+		Spec:   *NewDashboardSpec(),
+		Status: *NewDashboardStatus(),
+	}
+}
+
 func (o *Dashboard) GetSpec() any {
 	return o.Spec
 }

apps/dashboard/pkg/apis/dashboard/v2alpha1/dashboard_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v2alpha1", &Dashboard{}, &DashboardList{}, resource.WithKind("Dashboard"),
+	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v2alpha1", NewDashboard(), &DashboardList{}, resource.WithKind("Dashboard"),
 		resource.WithPlural("dashboards"), resource.WithScope(resource.NamespacedScope))
 	kindDashboard = resource.Kind{
 		Schema: schemaDashboard,

apps/dashboard/pkg/apis/dashboard/v2beta1/dashboard_object_gen.go

@@ -25,6 +25,13 @@ type Dashboard struct {
 	Status DashboardStatus `json:"status" yaml:"status"`
 }
 
+func NewDashboard() *Dashboard {
+	return &Dashboard{
+		Spec:   *NewDashboardSpec(),
+		Status: *NewDashboardStatus(),
+	}
+}
+
 func (o *Dashboard) GetSpec() any {
 	return o.Spec
 }

apps/dashboard/pkg/apis/dashboard/v2beta1/dashboard_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v2beta1", &Dashboard{}, &DashboardList{}, resource.WithKind("Dashboard"),
+	schemaDashboard = resource.NewSimpleSchema("dashboard.grafana.app", "v2beta1", NewDashboard(), &DashboardList{}, resource.WithKind("Dashboard"),
 		resource.WithPlural("dashboards"), resource.WithScope(resource.NamespacedScope))
 	kindDashboard = resource.Kind{
 		Schema: schemaDashboard,

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/datasource-elasticsearch/v0alpha1.elasticsearch_complex.v42.v2alpha1.json

@@ -7234,9 +7234,9 @@
             "type": "elasticsearch",
             "uid": "gdev-elasticsearch"
           },
-          "baseFilters": null,
+          "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/datasource-elasticsearch/v0alpha1.elasticsearch_complex.v42.v2beta1.json

@@ -7335,9 +7335,9 @@
         },
         "spec": {
           "name": "adhoc",
-          "baseFilters": null,
+          "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/datasource-influxdb/v0alpha1.influxdb-templated.v42.v2alpha1.json

@@ -307,9 +307,9 @@
         "kind": "AdhocVariable",
         "spec": {
           "name": "adhoc",
-          "baseFilters": null,
+          "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/datasource-influxdb/v0alpha1.influxdb-templated.v42.v2beta1.json

@@ -317,9 +317,9 @@
         "datasource": {},
         "spec": {
           "name": "adhoc",
-          "baseFilters": null,
+          "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/datasource-loki/v0alpha1.loki_fakedata.v42.v2alpha1.json

@@ -604,9 +604,9 @@
             "type": "loki",
             "uid": "PDDA8E780A17E7EF1"
           },
-          "baseFilters": null,
+          "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "label": "Ad-hoc",
           "hide": "dontHide",
           "skipUrlSync": false,

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/datasource-loki/v0alpha1.loki_fakedata.v42.v2beta1.json

@@ -616,9 +616,9 @@
         },
         "spec": {
           "name": "adhoc",
-          "baseFilters": null,
+          "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "label": "Ad-hoc",
           "hide": "dontHide",
           "skipUrlSync": false,

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/panel-table/v0alpha1.table_footer.v42.v2alpha1.json

@@ -1885,7 +1885,7 @@
           "name": "Filters",
           "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/panel-table/v0alpha1.table_footer.v42.v2beta1.json

@@ -1931,7 +1931,7 @@
           "name": "Filters",
           "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/panel-table/v0alpha1.table_kitchen_sink.v42.v2alpha1.json

@@ -2184,7 +2184,7 @@
           "name": "Filters",
           "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/panel-table/v0alpha1.table_kitchen_sink.v42.v2beta1.json

@@ -2219,7 +2219,7 @@
           "name": "Filters",
           "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/panel-table/v0alpha1.table_v12_2_migrations.v42.v2alpha1.json

@@ -2499,7 +2499,7 @@
           "name": "Filters",
           "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/testdata/output/migrated_dev_dashboards/panel-table/v0alpha1.table_v12_2_migrations.v42.v2beta1.json

@@ -2542,7 +2542,7 @@
           "name": "Filters",
           "baseFilters": [],
           "filters": [],
-          "defaultKeys": null,
+          "defaultKeys": [],
           "hide": "dontHide",
           "skipUrlSync": false,
           "allowCustomValue": true

apps/dashboard/pkg/migration/conversion/v1beta1_to_v2alpha1.go

@@ -1539,26 +1539,38 @@ func buildAdhocVariable(ctx context.Context, varMap map[string]interface{}, comm
 		},
 	}
 
-	// Transform baseFilters if they exist
+	// Transform baseFilters if they exist, otherwise default to empty array
 	if baseFilters, exists := varMap["baseFilters"]; exists {
 		if baseFiltersArray, ok := baseFilters.([]interface{}); ok {
 			adhocVar.Spec.BaseFilters = transformAdHocFilters(baseFiltersArray)
 		}
 	}
+	// Ensure baseFilters is always set (default to empty array if not present or invalid)
+	if adhocVar.Spec.BaseFilters == nil {
+		adhocVar.Spec.BaseFilters = []dashv2alpha1.DashboardAdHocFilterWithLabels{}
+	}
 
-	// Transform filters if they exist
+	// Transform filters if they exist, otherwise default to empty array
 	if filters, exists := varMap["filters"]; exists {
 		if filtersArray, ok := filters.([]interface{}); ok {
 			adhocVar.Spec.Filters = transformAdHocFilters(filtersArray)
 		}
 	}
+	// Ensure filters is always set (default to empty array if not present or invalid)
+	if adhocVar.Spec.Filters == nil {
+		adhocVar.Spec.Filters = []dashv2alpha1.DashboardAdHocFilterWithLabels{}
+	}
 
-	// Transform defaultKeys if they exist
+	// Transform defaultKeys if they exist, otherwise default to empty array
 	if defaultKeys, exists := varMap["defaultKeys"]; exists {
 		if defaultKeysArray, ok := defaultKeys.([]interface{}); ok {
 			adhocVar.Spec.DefaultKeys = transformMetricFindValues(defaultKeysArray)
 		}
 	}
+	// Ensure defaultKeys is always set (default to empty array if not present or invalid)
+	if adhocVar.Spec.DefaultKeys == nil {
+		adhocVar.Spec.DefaultKeys = []dashv2alpha1.DashboardMetricFindValue{}
+	}
 
 	// Only include datasource if datasourceUID exists (matching frontend behavior)
 	if datasourceUID != "" {

apps/example/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/example
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0-20251017153501-8512b219c5fe
 	k8s.io/apimachinery v0.34.2

apps/example/go.sum

@@ -56,8 +56,8 @@ github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4 h1:Muoy+FMGr
 github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4/go.mod h1:qeWYbnWzaYGl88JlL9+DsP1GT2Cudm58rLtx13fKZdw=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4 h1:jSojuc7njleS3UOz223WDlXOinmuLAIPI0z2vtq8EgI=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4/go.mod h1:VahT+GtfQIM+o8ht2StR6J9g+Ef+C2Vokh5uuSmOD/4=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana/pkg/apimachinery v0.0.0-20251017153501-8512b219c5fe h1:pPoFj2bQKDBg5EyEdOU+Jn+0hQN+M775Qihk73RbdSs=

apps/folder/go.mod

@@ -3,42 +3,67 @@ module github.com/grafana/grafana/apps/folder
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250514132646-acbc7b54ed9e
 	k8s.io/apimachinery v0.34.2
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912
 )
 
 require (
+	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
 	github.com/emicklei/go-restful/v3 v3.13.0 // indirect
 	github.com/fxamacker/cbor/v2 v2.9.0 // indirect
+	github.com/getkin/kin-openapi v0.133.0 // indirect
 	github.com/go-logr/logr v1.4.3 // indirect
 	github.com/go-openapi/jsonpointer v0.22.1 // indirect
 	github.com/go-openapi/jsonreference v0.21.2 // indirect
 	github.com/go-openapi/swag v0.23.1 // indirect
 	github.com/go-openapi/swag/jsonname v0.25.1 // indirect
+	github.com/go-test/deep v1.1.1 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/google/gnostic-models v0.7.0 // indirect
+	github.com/grafana/grafana-app-sdk/logging v0.48.3 // indirect
+	github.com/hashicorp/errwrap v1.1.0 // indirect
+	github.com/hashicorp/go-multierror v1.1.1 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/mailru/easyjson v0.9.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee // indirect
+	github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+	github.com/oasdiff/yaml v0.0.0-20250309154309-f31be36b4037 // indirect
+	github.com/oasdiff/yaml3 v0.0.0-20250309153720-d2182401db90 // indirect
+	github.com/perimeterx/marshmallow v1.1.5 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
+	github.com/prometheus/client_golang v1.23.2 // indirect
+	github.com/prometheus/client_model v0.6.2 // indirect
+	github.com/prometheus/common v0.67.3 // indirect
+	github.com/prometheus/procfs v0.16.1 // indirect
 	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/stretchr/testify v1.11.1 // indirect
+	github.com/woodsbury/decimal128 v1.3.0 // indirect
 	github.com/x448/float16 v0.8.4 // indirect
+	go.opentelemetry.io/otel v1.38.0 // indirect
+	go.opentelemetry.io/otel/trace v1.38.0 // indirect
 	go.yaml.in/yaml/v2 v2.4.3 // indirect
 	go.yaml.in/yaml/v3 v3.0.4 // indirect
 	golang.org/x/net v0.47.0 // indirect
+	golang.org/x/oauth2 v0.33.0 // indirect
+	golang.org/x/sys v0.38.0 // indirect
+	golang.org/x/term v0.37.0 // indirect
 	golang.org/x/text v0.31.0 // indirect
+	golang.org/x/time v0.14.0 // indirect
 	google.golang.org/protobuf v1.36.10 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
+	k8s.io/client-go v0.34.2 // indirect
 	k8s.io/klog/v2 v2.130.1 // indirect
 	k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 // indirect
 	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
 	sigs.k8s.io/randfill v1.0.0 // indirect
 	sigs.k8s.io/structured-merge-diff/v6 v6.3.1 // indirect
+	sigs.k8s.io/yaml v1.6.0 // indirect
 )

apps/folder/go.sum

@@ -1,3 +1,7 @@
+github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
+github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
@@ -6,6 +10,8 @@ github.com/emicklei/go-restful/v3 v3.13.0 h1:C4Bl2xDndpU6nJ4bc1jXd+uTmYPVUwkD6bF
 github.com/emicklei/go-restful/v3 v3.13.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
 github.com/fxamacker/cbor/v2 v2.9.0 h1:NpKPmjDBgUfBms6tr6JZkTHtfFGcMKsw3eGcmD/sapM=
 github.com/fxamacker/cbor/v2 v2.9.0/go.mod h1:vM4b+DJCtHn+zz7h3FFp/hDAI9WNWCsZj23V5ytsSxQ=
+github.com/getkin/kin-openapi v0.133.0 h1:pJdmNohVIJ97r4AUFtEXRXwESr8b0bD721u/Tz6k8PQ=
+github.com/getkin/kin-openapi v0.133.0/go.mod h1:boAciF6cXk5FhPqe/NQeBTeenbjqU4LhWBf09ILVvWE=
 github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
 github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-openapi/jsonpointer v0.22.1 h1:sHYI1He3b9NqJ4wXLoJDKmUmHkWy/L7rtEo92JUxBNk=
@@ -16,6 +22,8 @@ github.com/go-openapi/swag v0.23.1 h1:lpsStH0n2ittzTnbaSloVZLuB5+fvSY/+hnagBjSNZ
 github.com/go-openapi/swag v0.23.1/go.mod h1:STZs8TbRvEQQKUA+JZNAm3EWlgaOBGpyFDqQnDHMef0=
 github.com/go-openapi/swag/jsonname v0.25.1 h1:Sgx+qbwa4ej6AomWC6pEfXrA6uP2RkaNjA9BR8a1RJU=
 github.com/go-openapi/swag/jsonname v0.25.1/go.mod h1:71Tekow6UOLBD3wS7XhdT98g5J5GR13NOTQ9/6Q11Zo=
+github.com/go-test/deep v1.1.1 h1:0r/53hagsehfO4bzD2Pgr/+RgHqhmf+k1Bpse2cTu1U=
+github.com/go-test/deep v1.1.1/go.mod h1:5C2ZWiW0ErCdrYzpqxLbTX7MG14M9iiw8DgHncVwcsE=
 github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
 github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q=
 github.com/google/gnostic-models v0.7.0 h1:qwTtogB15McXDaNqTZdzPJRHvaVJlAl+HVQnLmJEJxo=
@@ -23,20 +31,33 @@ github.com/google/gnostic-models v0.7.0/go.mod h1:whL5G0m6dmc5cPxKc5bdKdEN3UjI7O
 github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
 github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
+github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
+github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250514132646-acbc7b54ed9e h1:BTKk7LHuG1kmAkucwTA7DuMbKpKvJTKrGdBmUNO4dfQ=
 github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250514132646-acbc7b54ed9e/go.mod h1:IA4SOwun8QyST9c5UNs/fN37XL6boXXDvRYFcFwbipg=
+github.com/hashicorp/errwrap v1.0.0/go.mod h1:YH+1FKiLXxHSkmPseP+kNlulaMuP3n2brvKWEqk/Jc4=
+github.com/hashicorp/errwrap v1.1.0 h1:OxrOeh75EUXMY8TBjag2fzXGZ40LB6IKw45YeGUDY2I=
+github.com/hashicorp/errwrap v1.1.0/go.mod h1:YH+1FKiLXxHSkmPseP+kNlulaMuP3n2brvKWEqk/Jc4=
+github.com/hashicorp/go-multierror v1.1.1 h1:H5DkEtf6CXdFp0N0Em5UCwQpXMWke8IA0+lD48awMYo=
+github.com/hashicorp/go-multierror v1.1.1/go.mod h1:iw975J/qwKPdAO1clOe2L8331t/9/fmwbPZ6JB6eMoM=
 github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY=
 github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
 github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
 github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
 github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8=
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
+github.com/klauspost/compress v1.18.0 h1:c/Cqfb0r+Yi+JtIEq73FWXVkRonBlf0CRNYc8Zttxdo=
+github.com/klauspost/compress v1.18.0/go.mod h1:2Pp+KzxcywXVXMr50+X0Q/Lsb43OQHYWRCY2AiWywWQ=
 github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
 github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
 github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
 github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0SNc=
+github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
 github.com/mailru/easyjson v0.9.0 h1:PrnmzHw7262yW8sTBwxi1PdJA3Iw/EKBa8psRf7d9a4=
 github.com/mailru/easyjson v0.9.0/go.mod h1:1+xMtQp2MRNVL/V1bOzuP3aP8VNwRW55fQUto+XFtTU=
 github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
@@ -45,9 +66,29 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJ
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
 github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee h1:W5t00kpgFdJifH4BDsTlE89Zl93FEloxaWZfGcifgq8=
 github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
+github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826 h1:RWengNIwukTxcDr9M+97sNutRR1RKhG96O6jWumTTnw=
+github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826/go.mod h1:TaXosZuwdSHYgviHp1DAtfrULt5eUgsSMsZf+YrPgl8=
+github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 h1:C3w9PqII01/Oq1c1nUAm88MOHcQC9l5mIlSMApZMrHA=
+github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822/go.mod h1:+n7T8mK8HuQTcFwEeznm/DIxMOiR9yIdICNftLE1DvQ=
+github.com/oasdiff/yaml v0.0.0-20250309154309-f31be36b4037 h1:G7ERwszslrBzRxj//JalHPu/3yz+De2J+4aLtSRlHiY=
+github.com/oasdiff/yaml v0.0.0-20250309154309-f31be36b4037/go.mod h1:2bpvgLBZEtENV5scfDFEtB/5+1M4hkQhDQrccEJ/qGw=
+github.com/oasdiff/yaml3 v0.0.0-20250309153720-d2182401db90 h1:bQx3WeLcUWy+RletIKwUIt4x3t8n2SxavmoclizMb8c=
+github.com/oasdiff/yaml3 v0.0.0-20250309153720-d2182401db90/go.mod h1:y5+oSEHCPT/DGrS++Wc/479ERge0zTFxaF8PbGKcg2o=
+github.com/perimeterx/marshmallow v1.1.5 h1:a2LALqQ1BlHM8PZblsDdidgv1mWi1DgC2UmX50IvK2s=
+github.com/perimeterx/marshmallow v1.1.5/go.mod h1:dsXbUu8CRzfYP5a87xpp0xq9S3u0Vchtcl8we9tYaXw=
+github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
+github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
 github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/prometheus/client_golang v1.23.2 h1:Je96obch5RDVy3FDMndoUsjAhG5Edi49h0RJWRi/o0o=
+github.com/prometheus/client_golang v1.23.2/go.mod h1:Tb1a6LWHB3/SPIzCoaDXI4I8UHKeFTEQ1YCr+0Gyqmg=
+github.com/prometheus/client_model v0.6.2 h1:oBsgwpGs7iVziMvrGhE53c/GrLUsZdHnqNwqPLxwZyk=
+github.com/prometheus/client_model v0.6.2/go.mod h1:y3m2F6Gdpfy6Ut/GBsUqTWZqCUvMVzSfMLjcu6wAwpE=
+github.com/prometheus/common v0.67.3 h1:shd26MlnwTw5jksTDhC7rTQIteBxy+ZZDr3t7F2xN2Q=
+github.com/prometheus/common v0.67.3/go.mod h1:gP0fq6YjjNCLssJCQp0yk4M8W6ikLURwkdd/YKtTbyI=
+github.com/prometheus/procfs v0.16.1 h1:hZ15bTNuirocR6u0JZ6BAHHmwS1p8B4P6MRqxtzMyRg=
+github.com/prometheus/procfs v0.16.1/go.mod h1:teAbpZRB1iIAJYREa1LsoWUXykVXA1KlTmWl8x/U+Is=
 github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
 github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
 github.com/spf13/pflag v1.0.10 h1:4EBh2KAYBwaONj6b2Ye1GiHfwjqyROoF4RwYO+vPwFk=
@@ -58,10 +99,20 @@ github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
 github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+github.com/ugorji/go/codec v1.2.11 h1:BMaWp1Bb6fHwEtbplGBGJ498wD+LKlNSl25MjdZY4dU=
+github.com/ugorji/go/codec v1.2.11/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
+github.com/woodsbury/decimal128 v1.3.0 h1:8pffMNWIlC0O5vbyHWFZAt5yWvWcrHA+3ovIIjVWss0=
+github.com/woodsbury/decimal128 v1.3.0/go.mod h1:C5UTmyTjW3JftjUFzOVhC20BEQa2a4ZKOB5I6Zjb+ds=
 github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM=
 github.com/x448/float16 v0.8.4/go.mod h1:14CWIYCyZA/cWjXOioeEpHeN/83MdbZDRQHoFcYsOfg=
 github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
 github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
+go.opentelemetry.io/otel v1.38.0 h1:RkfdswUDRimDg0m2Az18RKOsnI8UDzppJAtj01/Ymk8=
+go.opentelemetry.io/otel v1.38.0/go.mod h1:zcmtmQ1+YmQM9wrNsTGV/q/uyusom3P8RxwExxkZhjM=
+go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJrmcNLE=
+go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
+go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
+go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
 go.yaml.in/yaml/v2 v2.4.3 h1:6gvOSjQoTB3vt1l+CU+tSyi/HOjfOjRLJ4YwYZGwRO0=
 go.yaml.in/yaml/v2 v2.4.3/go.mod h1:zSxWcmIDjOzPXpjlTTbAsKokqkDNAVtZO0WOMiT90s8=
 go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
@@ -77,16 +128,24 @@ golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLL
 golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
 golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
+golang.org/x/oauth2 v0.33.0 h1:4Q+qn+E5z8gPRJfmRy7C2gGG3T4jIprK6aSYgTXGRpo=
+golang.org/x/oauth2 v0.33.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
+golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
+golang.org/x/term v0.37.0 h1:8EGAD0qCmHYZg6J17DvsMy9/wJ7/D/4pV/wfnld5lTU=
+golang.org/x/term v0.37.0/go.mod h1:5pB4lxRNYYVZuTLmy8oR2BH8dflOR+IbTYFD8fi3254=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
 golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
+golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
+golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
@@ -100,12 +159,18 @@ google.golang.org/protobuf v1.36.10/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
+gopkg.in/evanphx/json-patch.v4 v4.12.0 h1:n6jtcsulIzXPJaxegRbvFNNrZDjbij7ny3gmSPG+6V4=
+gopkg.in/evanphx/json-patch.v4 v4.12.0/go.mod h1:p8EYWUEYMpynmqDbY58zCKCFZw8pRWMG4EsWvDvM72M=
 gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc=
 gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+k8s.io/api v0.34.2 h1:fsSUNZhV+bnL6Aqrp6O7lMTy6o5x2C4XLjnh//8SLYY=
+k8s.io/api v0.34.2/go.mod h1:MMBPaWlED2a8w4RSeanD76f7opUoypY8TFYkSM+3XHw=
 k8s.io/apimachinery v0.34.2 h1:zQ12Uk3eMHPxrsbUJgNF8bTauTVR2WgqJsTmwTE/NW4=
 k8s.io/apimachinery v0.34.2/go.mod h1:/GwIlEcWuTX9zKIg2mbw0LRFIsXwrfoVxn+ef0X13lw=
+k8s.io/client-go v0.34.2 h1:Co6XiknN+uUZqiddlfAjT68184/37PS4QAzYvQvDR8M=
+k8s.io/client-go v0.34.2/go.mod h1:2VYDl1XXJsdcAxw7BenFslRQX28Dxz91U9MWKjX97fE=
 k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk=
 k8s.io/klog/v2 v2.130.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE=
 k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912 h1:Y3gxNAuB0OBLImH611+UDZcmKS3g6CthxToOb37KgwE=

apps/folder/pkg/apis/folder/v1beta1/folder_object_gen.go

@@ -23,6 +23,12 @@ type Folder struct {
 	Spec FolderSpec `json:"spec" yaml:"spec"`
 }
 
+func NewFolder() *Folder {
+	return &Folder{
+		Spec: *NewFolderSpec(),
+	}
+}
+
 func (o *Folder) GetSpec() any {
 	return o.Spec
 }

apps/folder/pkg/apis/folder/v1beta1/folder_schema_gen.go

@@ -10,7 +10,7 @@ import (
 
 // schema is unexported to prevent accidental overwrites
 var (
-	schemaFolder = resource.NewSimpleSchema("folder.grafana.app", "v1beta1", &Folder{}, &FolderList{}, resource.WithKind("Folder"),
+	schemaFolder = resource.NewSimpleSchema("folder.grafana.app", "v1beta1", NewFolder(), &FolderList{}, resource.WithKind("Folder"),
 		resource.WithPlural("folders"), resource.WithScope(resource.NamespacedScope))
 	kindFolder = resource.Kind{
 		Schema: schemaFolder,

apps/folder/pkg/apis/manifestdata/folder_manifest.go

@@ -0,0 +1,116 @@
+//
+// This file is generated by grafana-app-sdk
+// DO NOT EDIT
+//
+
+package manifestdata
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/grafana/grafana-app-sdk/app"
+	"github.com/grafana/grafana-app-sdk/resource"
+	"k8s.io/apimachinery/pkg/runtime"
+	"k8s.io/kube-openapi/pkg/spec3"
+	"k8s.io/kube-openapi/pkg/validation/spec"
+
+	v1beta1 "github.com/grafana/grafana/apps/folder/pkg/apis/folder/v1beta1"
+)
+
+var appManifestData = app.ManifestData{
+	AppName:          "folder",
+	Group:            "folder.grafana.app",
+	PreferredVersion: "v1beta1",
+	Versions: []app.ManifestVersion{
+		{
+			Name:   "v1beta1",
+			Served: true,
+			Kinds: []app.ManifestVersionKind{
+				{
+					Kind:       "Folder",
+					Plural:     "Folders",
+					Scope:      "Namespaced",
+					Conversion: false,
+				},
+			},
+			Routes: app.ManifestVersionRoutes{
+				Namespaced: map[string]spec3.PathProps{},
+				Cluster:    map[string]spec3.PathProps{},
+				Schemas:    map[string]spec.Schema{},
+			},
+		},
+	},
+}
+
+func LocalManifest() app.Manifest {
+	return app.NewEmbeddedManifest(appManifestData)
+}
+
+func RemoteManifest() app.Manifest {
+	return app.NewAPIServerManifest("folder")
+}
+
+var kindVersionToGoType = map[string]resource.Kind{
+	"Folder/v1beta1": v1beta1.FolderKind(),
+}
+
+// ManifestGoTypeAssociator returns the associated resource.Kind instance for a given Kind and Version, if one exists.
+// If there is no association for the provided Kind and Version, exists will return false.
+func ManifestGoTypeAssociator(kind, version string) (goType resource.Kind, exists bool) {
+	goType, exists = kindVersionToGoType[fmt.Sprintf("%s/%s", kind, version)]
+	return goType, exists
+}
+
+var customRouteToGoResponseType = map[string]any{}
+
+// ManifestCustomRouteResponsesAssociator returns the associated response go type for a given kind, version, custom route path, and method, if one exists.
+// kind may be empty for custom routes which are not kind subroutes. Leading slashes are removed from subroute paths.
+// If there is no association for the provided kind, version, custom route path, and method, exists will return false.
+// Resource routes (those without a kind) should prefix their route with "<namespace>/" if the route is namespaced (otherwise the route is assumed to be cluster-scope)
+func ManifestCustomRouteResponsesAssociator(kind, version, path, verb string) (goType any, exists bool) {
+	if len(path) > 0 && path[0] == '/' {
+		path = path[1:]
+	}
+	goType, exists = customRouteToGoResponseType[fmt.Sprintf("%s|%s|%s|%s", version, kind, path, strings.ToUpper(verb))]
+	return goType, exists
+}
+
+var customRouteToGoParamsType = map[string]runtime.Object{}
+
+func ManifestCustomRouteQueryAssociator(kind, version, path, verb string) (goType runtime.Object, exists bool) {
+	if len(path) > 0 && path[0] == '/' {
+		path = path[1:]
+	}
+	goType, exists = customRouteToGoParamsType[fmt.Sprintf("%s|%s|%s|%s", version, kind, path, strings.ToUpper(verb))]
+	return goType, exists
+}
+
+var customRouteToGoRequestBodyType = map[string]any{}
+
+func ManifestCustomRouteRequestBodyAssociator(kind, version, path, verb string) (goType any, exists bool) {
+	if len(path) > 0 && path[0] == '/' {
+		path = path[1:]
+	}
+	goType, exists = customRouteToGoRequestBodyType[fmt.Sprintf("%s|%s|%s|%s", version, kind, path, strings.ToUpper(verb))]
+	return goType, exists
+}
+
+type GoTypeAssociator struct{}
+
+func NewGoTypeAssociator() *GoTypeAssociator {
+	return &GoTypeAssociator{}
+}
+
+func (g *GoTypeAssociator) KindToGoType(kind, version string) (goType resource.Kind, exists bool) {
+	return ManifestGoTypeAssociator(kind, version)
+}
+func (g *GoTypeAssociator) CustomRouteReturnGoType(kind, version, path, verb string) (goType any, exists bool) {
+	return ManifestCustomRouteResponsesAssociator(kind, version, path, verb)
+}
+func (g *GoTypeAssociator) CustomRouteQueryGoType(kind, version, path, verb string) (goType runtime.Object, exists bool) {
+	return ManifestCustomRouteQueryAssociator(kind, version, path, verb)
+}
+func (g *GoTypeAssociator) CustomRouteRequestBodyGoType(kind, version, path, verb string) (goType any, exists bool) {
+	return ManifestCustomRouteRequestBodyAssociator(kind, version, path, verb)
+}

apps/iam/go.mod

@@ -52,7 +52,7 @@ replace github.com/prometheus/alertmanager => github.com/grafana/prometheus-aler
 
 require (
 	github.com/grafana/grafana v0.0.0-00010101000000-000000000000
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/grafana/grafana/apps/folder v0.0.0
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0

apps/iam/go.sum

@@ -835,8 +835,8 @@ github.com/grafana/gofpdf v0.0.0-20250307124105-3b9c5d35577f h1:5xkjl5Y/j2QefJKO
 github.com/grafana/gofpdf v0.0.0-20250307124105-3b9c5d35577f/go.mod h1:+O5QxOwwgP10jedZHapzXY+IPKTnzHBtIs5UUb9G+kI=
 github.com/grafana/gomemcache v0.0.0-20250828162811-a96f6acee2fe h1:q+QaVANzNZxvTovycpQvDTfsNZ2rHh4XIIaccMnrIR4=
 github.com/grafana/gomemcache v0.0.0-20250828162811-a96f6acee2fe/go.mod h1:j/s0jkda4UXTemDs7Pgw/vMT06alWc42CHisvYac0qw=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana-aws-sdk v1.3.0 h1:/bfJzP93rCel1GbWoRSq0oUo424MZXt8jAp2BK9w8tM=

apps/iam/kinds/manifest.cue

@@ -22,4 +22,32 @@ v0alpha1: {
 		serviceaccountv0alpha1,
 		externalGroupMappingv0alpha1
 	]
+	routes: {
+		namespaced: {
+			"/searchTeams": {
+				"GET": {
+					request: {
+						query: { 
+							query?: string
+						}
+					}
+					response: {
+						#TeamHit: {
+							name: string
+							title: string
+							email: string
+							provisioned: bool
+							externalUID: string
+						}
+						offset: int64
+						totalHits: int64
+						hits: [...#TeamHit]
+						queryCost: float64
+						maxScore: float64
+					}
+					responseMetadata: objectMeta: false
+				}
+			}
+		}
+	}
 }

apps/iam/pkg/apis/iam/v0alpha1/getsearchteams_request_params_object_gen.go

@@ -0,0 +1,33 @@
+// Code generated - EDITING IS FUTILE. DO NOT EDIT.
+
+package v0alpha1
+
+import (
+	"github.com/grafana/grafana-app-sdk/resource"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime"
+)
+
+type GetSearchTeamsRequestParamsObject struct {
+	metav1.TypeMeta             `json:",inline"`
+	GetSearchTeamsRequestParams `json:",inline"`
+}
+
+func NewGetSearchTeamsRequestParamsObject() *GetSearchTeamsRequestParamsObject {
+	return &GetSearchTeamsRequestParamsObject{}
+}
+
+func (o *GetSearchTeamsRequestParamsObject) DeepCopyObject() runtime.Object {
+	dst := NewGetSearchTeamsRequestParamsObject()
+	o.DeepCopyInto(dst)
+	return dst
+}
+
+func (o *GetSearchTeamsRequestParamsObject) DeepCopyInto(dst *GetSearchTeamsRequestParamsObject) {
+	dst.TypeMeta.APIVersion = o.TypeMeta.APIVersion
+	dst.TypeMeta.Kind = o.TypeMeta.Kind
+	dstGetSearchTeamsRequestParams := GetSearchTeamsRequestParams{}
+	_ = resource.CopyObjectInto(&dstGetSearchTeamsRequestParams, &o.GetSearchTeamsRequestParams)
+}
+
+var _ runtime.Object = NewGetSearchTeamsRequestParamsObject()

apps/iam/pkg/apis/iam/v0alpha1/getsearchteams_request_params_types_gen.go

@@ -0,0 +1,12 @@
+// Code generated - EDITING IS FUTILE. DO NOT EDIT.
+
+package v0alpha1
+
+type GetSearchTeamsRequestParams struct {
+	Query *string `json:"query,omitempty"`
+}
+
+// NewGetSearchTeamsRequestParams creates a new GetSearchTeamsRequestParams object.
+func NewGetSearchTeamsRequestParams() *GetSearchTeamsRequestParams {
+	return &GetSearchTeamsRequestParams{}
+}

apps/iam/pkg/apis/iam/v0alpha1/getsearchteams_response_body_types_gen.go

@@ -0,0 +1,33 @@
+// Code generated - EDITING IS FUTILE. DO NOT EDIT.
+
+package v0alpha1
+
+// +k8s:openapi-gen=true
+type VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit struct {
+	Name        string `json:"name"`
+	Title       string `json:"title"`
+	Email       string `json:"email"`
+	Provisioned bool   `json:"provisioned"`
+	ExternalUID string `json:"externalUID"`
+}
+
+// NewVersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit creates a new VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit object.
+func NewVersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit() *VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit {
+	return &VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit{}
+}
+
+// +k8s:openapi-gen=true
+type GetSearchTeamsBody struct {
+	Offset    int64                                                           `json:"offset"`
+	TotalHits int64                                                           `json:"totalHits"`
+	Hits      []VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit `json:"hits"`
+	QueryCost float64                                                         `json:"queryCost"`
+	MaxScore  float64                                                         `json:"maxScore"`
+}
+
+// NewGetSearchTeamsBody creates a new GetSearchTeamsBody object.
+func NewGetSearchTeamsBody() *GetSearchTeamsBody {
+	return &GetSearchTeamsBody{
+		Hits: []VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit{},
+	}
+}

apps/iam/pkg/apis/iam/v0alpha1/getsearchteams_response_object_types_gen.go

@@ -0,0 +1,37 @@
+// Code generated - EDITING IS FUTILE. DO NOT EDIT.
+
+package v0alpha1
+
+import (
+	"github.com/grafana/grafana-app-sdk/resource"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime"
+)
+
+// +k8s:openapi-gen=true
+type GetSearchTeams struct {
+	metav1.TypeMeta    `json:",inline"`
+	GetSearchTeamsBody `json:",inline"`
+}
+
+func NewGetSearchTeams() *GetSearchTeams {
+	return &GetSearchTeams{}
+}
+
+func (t *GetSearchTeamsBody) DeepCopyInto(dst *GetSearchTeamsBody) {
+	_ = resource.CopyObjectInto(dst, t)
+}
+
+func (o *GetSearchTeams) DeepCopyObject() runtime.Object {
+	dst := NewGetSearchTeams()
+	o.DeepCopyInto(dst)
+	return dst
+}
+
+func (o *GetSearchTeams) DeepCopyInto(dst *GetSearchTeams) {
+	dst.TypeMeta.APIVersion = o.TypeMeta.APIVersion
+	dst.TypeMeta.Kind = o.TypeMeta.Kind
+	o.GetSearchTeamsBody.DeepCopyInto(&dst.GetSearchTeamsBody)
+}
+
+var _ runtime.Object = NewGetSearchTeams()

apps/iam/pkg/apis/iam/v0alpha1/register.go

@@ -317,6 +317,7 @@ func AddAuthNKnownTypes(scheme *runtime.Scheme) error {
 		&ServiceAccountList{},
 		&Team{},
 		&TeamList{},
+		&GetSearchTeams{},
 		&TeamBinding{},
 		&TeamBindingList{},
 		&ExternalGroupMapping{},

apps/iam/pkg/apis/iam/v0alpha1/team_search.go

@@ -0,0 +1,35 @@
+package v0alpha1
+
+import (
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+// +k8s:deepcopy-gen=true
+// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
+type TeamSearchResults struct {
+	metav1.TypeMeta `json:",inline"`
+
+	// Where the query started from
+	Offset int64 `json:"offset,omitempty"`
+
+	// The number of matching results
+	TotalHits int64 `json:"totalHits"`
+
+	// The team body
+	Hits []TeamHit `json:"hits"`
+
+	// Cost of running the query
+	QueryCost float64 `json:"queryCost,omitempty"`
+
+	// Max score
+	MaxScore float64 `json:"maxScore,omitempty"`
+}
+
+// +k8s:deepcopy-gen=true
+type TeamHit struct {
+	Name        string `json:"name"`
+	Title       string `json:"title"`
+	Email       string `json:"email,omitempty"`
+	Provisioned bool   `json:"provisioned,omitempty"`
+	ExternalUID string `json:"externalUID,omitempty"`
+}

apps/iam/pkg/apis/iam/v0alpha1/zz_openapi_gen.go

@@ -24,6 +24,8 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.ExternalGroupMappingTeamRef":                                       schema_pkg_apis_iam_v0alpha1_ExternalGroupMappingTeamRef(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GetGroups":                                                         schema_pkg_apis_iam_v0alpha1_GetGroups(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GetGroupsBody":                                                     schema_pkg_apis_iam_v0alpha1_GetGroupsBody(ref),
+		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GetSearchTeams":                                                    schema_pkg_apis_iam_v0alpha1_GetSearchTeams(ref),
+		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GetSearchTeamsBody":                                                schema_pkg_apis_iam_v0alpha1_GetSearchTeamsBody(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GlobalRole":                                                        schema_pkg_apis_iam_v0alpha1_GlobalRole(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GlobalRoleBinding":                                                 schema_pkg_apis_iam_v0alpha1_GlobalRoleBinding(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.GlobalRoleBindingList":                                             schema_pkg_apis_iam_v0alpha1_GlobalRoleBindingList(ref),
@@ -80,6 +82,7 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.UserStatus":                                                        schema_pkg_apis_iam_v0alpha1_UserStatus(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.UserstatusOperatorState":                                           schema_pkg_apis_iam_v0alpha1_UserstatusOperatorState(ref),
 		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.VersionsV0alpha1Kinds7RoutesGroupsGETResponseExternalGroupMapping": schema_pkg_apis_iam_v0alpha1_VersionsV0alpha1Kinds7RoutesGroupsGETResponseExternalGroupMapping(ref),
+		"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit":     schema_pkg_apis_iam_v0alpha1_VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit(ref),
 	}
 }
 
@@ -564,6 +567,132 @@ func schema_pkg_apis_iam_v0alpha1_GetGroupsBody(ref common.ReferenceCallback) co
 	}
 }
 
+func schema_pkg_apis_iam_v0alpha1_GetSearchTeams(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Type: []string{"object"},
+				Properties: map[string]spec.Schema{
+					"kind": {
+						SchemaProps: spec.SchemaProps{
+							Description: "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds",
+							Type:        []string{"string"},
+							Format:      "",
+						},
+					},
+					"apiVersion": {
+						SchemaProps: spec.SchemaProps{
+							Description: "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources",
+							Type:        []string{"string"},
+							Format:      "",
+						},
+					},
+					"offset": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"integer"},
+							Format:  "int64",
+						},
+					},
+					"totalHits": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"integer"},
+							Format:  "int64",
+						},
+					},
+					"hits": {
+						SchemaProps: spec.SchemaProps{
+							Type: []string{"array"},
+							Items: &spec.SchemaOrArray{
+								Schema: &spec.Schema{
+									SchemaProps: spec.SchemaProps{
+										Default: map[string]interface{}{},
+										Ref:     ref("github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit"),
+									},
+								},
+							},
+						},
+					},
+					"queryCost": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"number"},
+							Format:  "double",
+						},
+					},
+					"maxScore": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"number"},
+							Format:  "double",
+						},
+					},
+				},
+				Required: []string{"offset", "totalHits", "hits", "queryCost", "maxScore"},
+			},
+		},
+		Dependencies: []string{
+			"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit"},
+	}
+}
+
+func schema_pkg_apis_iam_v0alpha1_GetSearchTeamsBody(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Type: []string{"object"},
+				Properties: map[string]spec.Schema{
+					"offset": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"integer"},
+							Format:  "int64",
+						},
+					},
+					"totalHits": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"integer"},
+							Format:  "int64",
+						},
+					},
+					"hits": {
+						SchemaProps: spec.SchemaProps{
+							Type: []string{"array"},
+							Items: &spec.SchemaOrArray{
+								Schema: &spec.Schema{
+									SchemaProps: spec.SchemaProps{
+										Default: map[string]interface{}{},
+										Ref:     ref("github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit"),
+									},
+								},
+							},
+						},
+					},
+					"queryCost": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"number"},
+							Format:  "double",
+						},
+					},
+					"maxScore": {
+						SchemaProps: spec.SchemaProps{
+							Default: 0,
+							Type:    []string{"number"},
+							Format:  "double",
+						},
+					},
+				},
+				Required: []string{"offset", "totalHits", "hits", "queryCost", "maxScore"},
+			},
+		},
+		Dependencies: []string{
+			"github.com/grafana/grafana/apps/iam/pkg/apis/iam/v0alpha1.VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit"},
+	}
+}
+
 func schema_pkg_apis_iam_v0alpha1_GlobalRole(ref common.ReferenceCallback) common.OpenAPIDefinition {
 	return common.OpenAPIDefinition{
 		Schema: spec.Schema{
@@ -2956,3 +3085,51 @@ func schema_pkg_apis_iam_v0alpha1_VersionsV0alpha1Kinds7RoutesGroupsGETResponseE
 		},
 	}
 }
+
+func schema_pkg_apis_iam_v0alpha1_VersionsV0alpha1RoutesNamespacedSearchTeamsGETResponseTeamHit(ref common.ReferenceCallback) common.OpenAPIDefinition {
+	return common.OpenAPIDefinition{
+		Schema: spec.Schema{
+			SchemaProps: spec.SchemaProps{
+				Type: []string{"object"},
+				Properties: map[string]spec.Schema{
+					"name": {
+						SchemaProps: spec.SchemaProps{
+							Default: "",
+							Type:    []string{"string"},
+							Format:  "",
+						},
+					},
+					"title": {
+						SchemaProps: spec.SchemaProps{
+							Default: "",
+							Type:    []string{"string"},
+							Format:  "",
+						},
+					},
+					"email": {
+						SchemaProps: spec.SchemaProps{
+							Default: "",
+							Type:    []string{"string"},
+							Format:  "",
+						},
+					},
+					"provisioned": {
+						SchemaProps: spec.SchemaProps{
+							Default: false,
+							Type:    []string{"boolean"},
+							Format:  "",
+						},
+					},
+					"externalUID": {
+						SchemaProps: spec.SchemaProps{
+							Default: "",
+							Type:    []string{"string"},
+							Format:  "",
+						},
+					},
+				},
+				Required: []string{"name", "title", "email", "provisioned", "externalUID"},
+			},
+		},
+	}
+}

apps/iam/pkg/apis/iam_manifest.go

@@ -157,9 +157,139 @@ var appManifestData = app.ManifestData{
 				},
 			},
 			Routes: app.ManifestVersionRoutes{
-				Namespaced: map[string]spec3.PathProps{},
-				Cluster:    map[string]spec3.PathProps{},
-				Schemas:    map[string]spec.Schema{},
+				Namespaced: map[string]spec3.PathProps{
+					"/searchTeams": {
+						Get: &spec3.Operation{
+							OperationProps: spec3.OperationProps{
+
+								OperationId: "getSearchTeams",
+
+								Parameters: []*spec3.Parameter{
+
+									{
+										ParameterProps: spec3.ParameterProps{
+											Name: "query",
+											In:   "query",
+											Schema: &spec.Schema{
+												SchemaProps: spec.SchemaProps{
+													Type: []string{"string"},
+												},
+											},
+										},
+									},
+								},
+
+								Responses: &spec3.Responses{
+									ResponsesProps: spec3.ResponsesProps{
+										Default: &spec3.Response{
+											ResponseProps: spec3.ResponseProps{
+												Description: "Default OK response",
+												Content: map[string]*spec3.MediaType{
+													"application/json": {
+														MediaTypeProps: spec3.MediaTypeProps{
+															Schema: &spec.Schema{
+																SchemaProps: spec.SchemaProps{
+																	Type: []string{"object"},
+																	Properties: map[string]spec.Schema{
+																		"apiVersion": {
+																			SchemaProps: spec.SchemaProps{
+																				Type:        []string{"string"},
+																				Description: "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources",
+																			},
+																		},
+																		"hits": {
+																			SchemaProps: spec.SchemaProps{
+																				Type: []string{"array"},
+																			},
+																		},
+																		"kind": {
+																			SchemaProps: spec.SchemaProps{
+																				Type:        []string{"string"},
+																				Description: "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds",
+																			},
+																		},
+																		"maxScore": {
+																			SchemaProps: spec.SchemaProps{
+																				Type: []string{"number"},
+																			},
+																		},
+																		"offset": {
+																			SchemaProps: spec.SchemaProps{
+																				Type: []string{"integer"},
+																			},
+																		},
+																		"queryCost": {
+																			SchemaProps: spec.SchemaProps{
+																				Type: []string{"number"},
+																			},
+																		},
+																		"totalHits": {
+																			SchemaProps: spec.SchemaProps{
+																				Type: []string{"integer"},
+																			},
+																		},
+																	},
+																	Required: []string{
+																		"offset",
+																		"totalHits",
+																		"hits",
+																		"queryCost",
+																		"maxScore",
+																		"apiVersion",
+																		"kind",
+																	},
+																}},
+														}},
+												},
+											},
+										},
+									}},
+							},
+						},
+					},
+				},
+				Cluster: map[string]spec3.PathProps{},
+				Schemas: map[string]spec.Schema{
+					"getSearchTeamsTeamHit": {
+						SchemaProps: spec.SchemaProps{
+							Type: []string{"object"},
+							Properties: map[string]spec.Schema{
+								"email": {
+									SchemaProps: spec.SchemaProps{
+										Type: []string{"string"},
+									},
+								},
+								"externalUID": {
+									SchemaProps: spec.SchemaProps{
+										Type: []string{"string"},
+									},
+								},
+								"name": {
+									SchemaProps: spec.SchemaProps{
+										Type: []string{"string"},
+									},
+								},
+								"provisioned": {
+									SchemaProps: spec.SchemaProps{
+										Type: []string{"boolean"},
+									},
+								},
+								"title": {
+									SchemaProps: spec.SchemaProps{
+										Type: []string{"string"},
+									},
+								},
+							},
+							Required: []string{
+								"name",
+								"title",
+								"email",
+								"provisioned",
+								"externalUID",
+							},
+						},
+					},
+				},
 			},
 		},
 	},
@@ -196,6 +326,8 @@ func ManifestGoTypeAssociator(kind, version string) (goType resource.Kind, exist
 
 var customRouteToGoResponseType = map[string]any{
 	"v0alpha1|Team|groups|GET": v0alpha1.GetGroups{},
+
+	"v0alpha1||<namespace>/searchTeams|GET": v0alpha1.GetSearchTeams{},
 }
 
 // ManifestCustomRouteResponsesAssociator returns the associated response go type for a given kind, version, custom route path, and method, if one exists.

apps/investigations/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/investigations
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	k8s.io/apimachinery v0.34.2
 	k8s.io/klog/v2 v2.130.1
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912

apps/investigations/go.sum

@@ -48,8 +48,8 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J
 github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLWMC+vZCkfs+FHv1Vg=

apps/logsdrilldown/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/logsdrilldown
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	k8s.io/apimachinery v0.34.2
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912

apps/logsdrilldown/go.sum

@@ -48,8 +48,8 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J
 github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLWMC+vZCkfs+FHv1Vg=

apps/playlist/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/playlist
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	k8s.io/apimachinery v0.34.2
 	k8s.io/client-go v0.34.2
 	k8s.io/klog/v2 v2.130.1

apps/playlist/go.sum

@@ -48,8 +48,8 @@ github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 h1:BHT72Gu3keYf3ZEu2J
 github.com/google/pprof v0.0.0-20250403155104-27863c87afa6/go.mod h1:boTsfXsheKC2y+lKOCMpSfarhxDeIzfZG1jqGcPl3cA=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLWMC+vZCkfs+FHv1Vg=

apps/plugins/go.mod

@@ -10,8 +10,9 @@ replace github.com/grafana/grafana/pkg/apiserver => ../../pkg/apiserver
 
 require (
 	github.com/emicklei/go-restful/v3 v3.13.0
+	github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4
 	github.com/grafana/grafana v0.0.0-00010101000000-000000000000
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana-app-sdk/logging v0.48.3
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0
 	github.com/stretchr/testify v1.11.1
@@ -59,7 +60,7 @@ require (
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-openapi/jsonpointer v0.22.1 // indirect
 	github.com/go-openapi/jsonreference v0.21.2 // indirect
-	github.com/go-openapi/swag v0.23.0 // indirect
+	github.com/go-openapi/swag v0.23.1 // indirect
 	github.com/go-openapi/swag/jsonname v0.25.1 // indirect
 	github.com/go-stack/stack v1.8.1 // indirect
 	github.com/go-test/deep v1.1.1 // indirect
@@ -75,9 +76,8 @@ require (
 	github.com/google/gnostic-models v0.7.0 // indirect
 	github.com/google/go-cmp v0.7.0 // indirect
 	github.com/google/uuid v1.6.0 // indirect
-	github.com/grafana/alerting v0.0.0-20251119204204-77fa75125181 // indirect
+	github.com/grafana/alerting v0.0.0-20251204145817-de8c2bbf9eba // indirect
 	github.com/grafana/authlib v0.0.0-20250930082137-a40e2c2b094f // indirect
-	github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4 // indirect
 	github.com/grafana/dataplane/sdata v0.0.9 // indirect
 	github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4 // indirect
 	github.com/grafana/grafana-aws-sdk v1.3.0 // indirect
@@ -142,7 +142,7 @@ require (
 	github.com/pierrec/lz4/v4 v4.1.22 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
-	github.com/prometheus/alertmanager v0.28.0 // indirect
+	github.com/prometheus/alertmanager v0.28.2 // indirect
 	github.com/prometheus/client_golang v1.23.2 // indirect
 	github.com/prometheus/client_model v0.6.2 // indirect
 	github.com/prometheus/common v0.67.3 // indirect
@@ -194,8 +194,8 @@ require (
 	golang.org/x/tools v0.39.0 // indirect
 	golang.org/x/xerrors v0.0.0-20240903120638-7835f813f4da // indirect
 	gomodules.xyz/jsonpatch/v2 v2.5.0 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20251022142026-3a174f9686a8 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20251022142026-3a174f9686a8 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20251111163417-95abcf5c77ba // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20251111163417-95abcf5c77ba // indirect
 	google.golang.org/grpc v1.77.0 // indirect
 	google.golang.org/protobuf v1.36.10 // indirect
 	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
@@ -215,3 +215,6 @@ require (
 	sigs.k8s.io/structured-merge-diff/v6 v6.3.1 // indirect
 	sigs.k8s.io/yaml v1.6.0 // indirect
 )
+
+// Use our fork of the upstream Alertmanager.
+replace github.com/prometheus/alertmanager => github.com/grafana/prometheus-alertmanager v0.25.1-0.20250911094103-5456b6e45604

apps/plugins/go.sum

@@ -110,8 +110,8 @@ github.com/go-openapi/jsonpointer v0.22.1 h1:sHYI1He3b9NqJ4wXLoJDKmUmHkWy/L7rtEo
 github.com/go-openapi/jsonpointer v0.22.1/go.mod h1:pQT9OsLkfz1yWoMgYFy4x3U5GY5nUlsOn1qSBH5MkCM=
 github.com/go-openapi/jsonreference v0.21.2 h1:Wxjda4M/BBQllegefXrY/9aq1fxBA8sI5M/lFU6tSWU=
 github.com/go-openapi/jsonreference v0.21.2/go.mod h1:pp3PEjIsJ9CZDGCNOyXIQxsNuroxm8FAJ/+quA0yKzQ=
-github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+GrE=
-github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ577vPjgQ=
+github.com/go-openapi/swag v0.23.1 h1:lpsStH0n2ittzTnbaSloVZLuB5+fvSY/+hnagBjSNZU=
+github.com/go-openapi/swag v0.23.1/go.mod h1:STZs8TbRvEQQKUA+JZNAm3EWlgaOBGpyFDqQnDHMef0=
 github.com/go-openapi/swag/jsonname v0.25.1 h1:Sgx+qbwa4ej6AomWC6pEfXrA6uP2RkaNjA9BR8a1RJU=
 github.com/go-openapi/swag/jsonname v0.25.1/go.mod h1:71Tekow6UOLBD3wS7XhdT98g5J5GR13NOTQ9/6Q11Zo=
 github.com/go-sql-driver/mysql v1.9.3 h1:U/N249h2WzJ3Ukj8SowVFjdtZKfu9vlLZxjPXV1aweo=
@@ -174,8 +174,8 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674 h1:JeSE6pjso5THxAzdVpqr6/geYxZytqFMBCOtn/ujyeo=
 github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674/go.mod h1:r4w70xmWCQKmi1ONH4KIaBptdivuRPyosB9RmPlGEwA=
-github.com/grafana/alerting v0.0.0-20251119204204-77fa75125181 h1:nbxKRtrbuhvOYmI2RhOYauHRJCtpR+vTNIgg1lFUCws=
-github.com/grafana/alerting v0.0.0-20251119204204-77fa75125181/go.mod h1:VtPNIFlEOJPPEc13Ax6ZTbNV3M/sAzLID72YjgzOPVA=
+github.com/grafana/alerting v0.0.0-20251204145817-de8c2bbf9eba h1:psKWNETD5nGxmFAlqnWsXoRyUwSa2GHNEMSEDKGKfQ4=
+github.com/grafana/alerting v0.0.0-20251204145817-de8c2bbf9eba/go.mod h1:l7v67cgP7x72ajB9UPZlumdrHqNztpKoqQ52cU8T3LU=
 github.com/grafana/authlib v0.0.0-20250930082137-a40e2c2b094f h1:Cbm6OKkOcJ+7CSZsGsEJzktC/SIa5bxVeYKQLuYK86o=
 github.com/grafana/authlib v0.0.0-20250930082137-a40e2c2b094f/go.mod h1:axY0cdOg3q0TZHwpHnIz5x16xZ8ZBxJHShsSHHXcHQg=
 github.com/grafana/authlib/types v0.0.0-20251119142549-be091cf2f4d4 h1:Muoy+FMGrHj3GdFbvsMzUT7eusgii9PKf9L1ZaXDDbY=
@@ -184,8 +184,8 @@ github.com/grafana/dataplane/sdata v0.0.9 h1:AGL1LZnCUG4MnQtnWpBPbQ8ZpptaZs14w6k
 github.com/grafana/dataplane/sdata v0.0.9/go.mod h1:Jvs5ddpGmn6vcxT7tCTWAZ1mgi4sbcdFt9utQx5uMAU=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4 h1:jSojuc7njleS3UOz223WDlXOinmuLAIPI0z2vtq8EgI=
 github.com/grafana/dskit v0.0.0-20250908063411-6b6da59b5cc4/go.mod h1:VahT+GtfQIM+o8ht2StR6J9g+Ef+C2Vokh5uuSmOD/4=
-github.com/grafana/grafana-app-sdk v0.48.4 h1:t9r+Y6E7D832ZxQ2c1n0lp6cvsYKhhrAodVYzE1y0s0=
-github.com/grafana/grafana-app-sdk v0.48.4/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
+github.com/grafana/grafana-app-sdk v0.48.5 h1:MS8l9fTZz+VbTfgApn09jw27GxhQ6fNOWGhC4ydvZmM=
+github.com/grafana/grafana-app-sdk v0.48.5/go.mod h1:HJsMOSBmt/D/Ihs1SvagOwmXKi0coBMVHlfvdd+qe9Y=
 github.com/grafana/grafana-app-sdk/logging v0.48.3 h1:72NUpGNiJXCNQz/on++YSsl38xuVYYBKv5kKQaOClX4=
 github.com/grafana/grafana-app-sdk/logging v0.48.3/go.mod h1:Gh/nBWnspK3oDNWtiM5qUF/fardHzOIEez+SPI3JeHA=
 github.com/grafana/grafana-aws-sdk v1.3.0 h1:/bfJzP93rCel1GbWoRSq0oUo424MZXt8jAp2BK9w8tM=
@@ -196,6 +196,8 @@ github.com/grafana/grafana-plugin-sdk-go v0.284.0 h1:1bK7eWsnPBLUWDcWJWe218Ik5ad
 github.com/grafana/grafana-plugin-sdk-go v0.284.0/go.mod h1:lHPniaSxq3SL5MxDIPy04TYB1jnTp/ivkYO+xn5Rz3E=
 github.com/grafana/otel-profiling-go v0.5.1 h1:stVPKAFZSa7eGiqbYuG25VcqYksR6iWvF3YH66t4qL8=
 github.com/grafana/otel-profiling-go v0.5.1/go.mod h1:ftN/t5A/4gQI19/8MoWurBEtC6gFw8Dns1sJZ9W4Tls=
+github.com/grafana/prometheus-alertmanager v0.25.1-0.20250911094103-5456b6e45604 h1:aXfUhVN/Ewfpbko2CCtL65cIiGgwStOo4lWH2b6gw2U=
+github.com/grafana/prometheus-alertmanager v0.25.1-0.20250911094103-5456b6e45604/go.mod h1:O/QP1BCm0HHIzbKvgMzqb5sSyH88rzkFk84F4TfJjBU=
 github.com/grafana/pyroscope-go/godeltaprof v0.1.9 h1:c1Us8i6eSmkW+Ez05d3co8kasnuOY813tbMN8i/a3Og=
 github.com/grafana/pyroscope-go/godeltaprof v0.1.9/go.mod h1:2+l7K7twW49Ct4wFluZD3tZ6e0SjanjcUUBPVD/UuGU=
 github.com/grafana/sqlds/v4 v4.2.7 h1:sFQhsS7DBakNMdxa++yOfJ9BVvkZwFJ0B95o57K0/XA=
@@ -368,8 +370,6 @@ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINE
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
 github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
-github.com/prometheus/alertmanager v0.28.0 h1:sLN+6HhZet8hrbmGHLAHWsTXgZSVCvq9Ix3U3wvivqc=
-github.com/prometheus/alertmanager v0.28.0/go.mod h1:/okSnb2LlodbMlRoOWQEKtqI/coOo2NKZDm2Hu9QHLQ=
 github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXPKyh/dDVn+NZz0KFw=
 github.com/prometheus/client_golang v0.9.2/go.mod h1:OsXs2jCmiKlQ1lTBmv21f2mNfw4xf/QclQDMrYNZzcM=
 github.com/prometheus/client_golang v1.0.0/go.mod h1:db9x61etRT2tGnBNRi70OPL5FsnadC4Ky3P0J6CfImo=
@@ -611,10 +611,10 @@ gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
-google.golang.org/genproto/googleapis/api v0.0.0-20251022142026-3a174f9686a8 h1:mepRgnBZa07I4TRuomDE4sTIYieg/osKmzIf4USdWS4=
-google.golang.org/genproto/googleapis/api v0.0.0-20251022142026-3a174f9686a8/go.mod h1:fDMmzKV90WSg1NbozdqrE64fkuTv6mlq2zxo9ad+3yo=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20251022142026-3a174f9686a8 h1:M1rk8KBnUsBDg1oPGHNCxG4vc1f49epmTO7xscSajMk=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20251022142026-3a174f9686a8/go.mod h1:7i2o+ce6H/6BluujYR+kqX3GKH+dChPTQU19wjRPiGk=
+google.golang.org/genproto/googleapis/api v0.0.0-20251111163417-95abcf5c77ba h1:B14OtaXuMaCQsl2deSvNkyPKIzq3BjfxQp8d00QyWx4=
+google.golang.org/genproto/googleapis/api v0.0.0-20251111163417-95abcf5c77ba/go.mod h1:G5IanEx8/PgI9w6CFcYQf7jMtHQhZruvfM1i3qOqk5U=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20251111163417-95abcf5c77ba h1:UKgtfRM7Yh93Sya0Fo8ZzhDP4qBckrrxEr2oF5UIVb8=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20251111163417-95abcf5c77ba/go.mod h1:7i2o+ce6H/6BluujYR+kqX3GKH+dChPTQU19wjRPiGk=
 google.golang.org/grpc v1.18.0/go.mod h1:6QZJwpn2B+Zp71q/5VxRsJ6NXXVCE5NRUHRo+f3cWCs=
 google.golang.org/grpc v1.77.0 h1:wVVY6/8cGA6vvffn+wWK5ToddbgdU3d8MNENr4evgXM=
 google.golang.org/grpc v1.77.0/go.mod h1:z0BY1iVj0q8E1uSQCjL9cppRj+gnZjzDnzV0dHhrNig=

apps/preferences/go.mod

@@ -3,7 +3,7 @@ module github.com/grafana/grafana/apps/preferences
 go 1.25.5
 
 require (
-	github.com/grafana/grafana-app-sdk v0.48.4
+	github.com/grafana/grafana-app-sdk v0.48.5
 	github.com/grafana/grafana/pkg/apimachinery v0.0.0-20250804150913-990f1c69ecc2
 	k8s.io/apimachinery v0.34.2
 	k8s.io/kube-openapi v0.0.0-20250910181357-589584f1c912