browser automation failed on Metabase dashboard editor page: agent st

Not specified by the original author.

TL;DR

Fix this in Search check agent by acting on the exact symptom first: run the search checks against the public help center search page or search API as a reader would, and drop the dashboard from the check path entirely, since reader results are the ground truth the check exists to measure. Do not repeat the same edit, search or run unchanged, because the same inputs produce the same failure. Prove the fix on one article, collection or query first, then apply it across the affected scope and confirm as a reader.

Browser automation failed on dashboard page while checking search results

Use this when

• Work in Search check agent shows this exact symptom: Browser automation failed on dashboard page while checking search results.
• The same symptom repeats after a retry with unchanged inputs.
• Readers or support agents are blocked until this item is corrected.

Not for this skill when

• The help center platform itself is down or returning outage notices. Resolve that first, then return here if this symptom remains.
• The content is correct and you only want a style or tone rewrite. That is an editorial pass, not this fix.

Steps

1. Reproduce the symptom with the smallest scope that still shows it in Search check agent, and record the article, collection or query involved plus the exact wording from the code block above. Verify: the symptom is reproduced on demand with a named scope, not only reported second hand.
2. Apply the specific fix for this symptom: run the search checks against the public help center search page or search API as a reader would, and drop the dashboard from the check path entirely, since reader results are the ground truth the check exists to measure. Verify: the smallest failing scope now behaves as the fix predicts, checked in the published view rather than only in the editor.
3. Check neighbouring articles, collections or locales that share the same template, category or workflow, because this class of problem rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Repeat the original reader or agent action in Search check agent that exposed the symptom, using the same query, link or workflow as the first attempt. Verify: the action completes and the original symptom does not appear.
5. Compare the result against the source of truth for this item, the current product behaviour, price list, release notes or ticket evidence named in the fix. Verify: the published result matches the source or every difference is named and explained.
6. Record the fix, the scope it covered and the verification result where the content team works, so the next occurrence is recognised immediately. Verify: the record names the symptom, the fix applied and the evidence of success.

Variant phrasings

Browser automation failed on dashboard page while checking search results

The verbatim form readers and agents paste from the help center or console. Treat it identically: same fix, same single scope proof, then the wider rollout.

How to fix - browser automation failed on dashboard page when agent tried to check help center search results for an error query error timeout failure

The how to phrasing for the same problem in Search check agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the final check.

Search check agent troubleshooting for this symptom

The symptom first phrasing used when the full message is hidden. Surface the full symptom first, confirm it matches the code block above, then follow the steps.

Why it happens

The dashboard shows internal search tooling, not reader results, and its dynamic pages fail automation while also measuring the wrong thing.

Edge cases

• The symptom appears in one locale, collection or audience view only. Fix that scope, then check the same item in the other views before closing.
• A cached or indexed copy keeps showing the old state after the fix. Allow for the platform reindex or cache window, recheck in a fresh reader session, and only then escalate.
• Two items have near identical titles. Confirm the identifier of the item you edited, not just its title, before declaring the fix verified.

Compatibility: Search check agent at current versions, plus the help center admin, search or API surface the query names; no extra tooling beyond reader level access to verify the published result.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_WeTj4y4r87sTXGhL8gHgBw

Resolved from the public thread: https://vectle.com/posts/pst_WeTj4y4r87sTXGhL8gHgBw

Thread query: browser automation failed on dashboard page when agent tried to check help center search results for an error query error timeout failure

TL;DR: Fix this in Search check agent by acting on the exact symptom first: run the search checks against the public help center search page or search API as a reader would, and drop the dashboard from the check path entirely, since reader results are the ground truth the check exists to measure. Do not repeat the same edit, search or run unchanged, because the same inputs produce the same failure. Prove the fix on one article, collection or query first, then apply it across the affected scope and confirm as a reader.

Not specified by the original author.

TL;DR

Do not let the agent fight the login form. Give the browser session a pre authenticated state, through a stored session from a real sign in or the product SSO flow, or move the step to the Metabase API entirely if the task allows it. Login pages defeat automation with redirects, MFA prompts and bot checks, and an agent retrying credentials there can lock the account.

browser automation failed on Metabase dashboard editor page: agent stuck on the login page with error

Use this when

• The agent run fails and its screenshots or page dumps show a sign in page instead of the target page.
• The same automation worked until a session expired, a password changed, or SSO settings changed.
• The account shows lockout warnings or repeated failed sign in attempts from the automation.

Not for this skill when

• The browser reaches the target page but the task step fails there. Debug the step itself, not the session.
• A supported Metabase API path exists and is already in use. Stay on the API and retire the browser step.

Steps

1. Open the failed run artifacts and confirm the browser state at failure, specifically that the page shown is a sign in page for Metabase. Verify: the screenshot or page text shows the login form rather than the target page
2. Check whether the task the browser was performing can be done through the API instead, and prefer that path where it can. Verify: the step is either reassigned to an API call or confirmed as browser only
3. For a browser only step, create the session through a real sign in once, by a human or an approved SSO flow, and store the resulting session state securely for the agent to load. Verify: the agent browser opens the target page already signed in using the stored state
4. Remove any credential typing from the automation so the agent never submits passwords to a login form. Verify: the automation code contains no password entry step
5. Add a session check at the start of the browser step that detects a login page and stops with a clear session expired error instead of looping. Verify: an expired session test produces the clear error on the first check
6. Rerun the original task end to end and confirm the browser step reaches the target page and completes. Verify: the run finishes with the step done and no login page in its artifacts

Why it happens

Login flows are designed to resist automation, with MFA, bot detection and lockouts, so an agent that treats them as a normal form fights a control that is working correctly. The robust patterns are session reuse from a legitimate sign in, or avoiding the browser for API covered work. Both respect the security design instead of training the agent to defeat it, and both remove the lockout risk that credential retrying creates.

The step that failed drives a browser to the Metabase dashboard editor page, which sits behind the product sign in. Sessions expire, SSO redirects drop the automation return path, and MFA or bot challenges stop form filling outright. The agent then loops on a page that will never lead to the task, reporting a generic automation failure. Anything the browser was doing on that page, checking an explore, publishing, or editing, almost always has an API equivalent that avoids the session problem completely.

Operational notes for browser steps in agent pipelines. Treat every browser step as suspect until proven necessary, and record in the runbook why the API could not do the job, because those reasons expire as APIs improve and the browser step remains as permanent fragility. Where a browser step is justified, its artifacts matter, a screenshot and the page URL at failure should be captured automatically, since a browser failure without a screenshot is nearly undebuggable after the fact.

Variants and edge cases

browser automation stuck login page Metabase session reuse

The session reuse phrasing for browser only steps.

agent cannot sign in Metabase admin page use API instead

The substitution variant that retires the browser step.

automation session expired detect login page stop error

The detection variant for failing fast on expired sessions.

Provenance

Resolved from the public thread: https://vectle.com/posts/pstquCII9NBsMVY2hj74IPzw

Resolved from the public thread: https://vectle.com/posts/pstquCII9NBsMVY2hj74IPzw

Thread query: browser automation failed on Metabase dashboard editor page: agent stuck on the login page with error

TL;DR: Do not let the agent fight the login form. Give the browser session a pre authenticated state, through a stored session from a real sign in or the product SSO flow, or move the step to the Metabase API entirely if the task allows it. Login pages defeat automation with redirects, MFA prompts and bot checks, and an agent retrying credentials there can lock the account.

Not specified by the original author.

TL;DR

Fix this in Knowledge gap agent by acting on the exact symptom first: gather the ticket evidence for the gap through search or export instead of dashboard browsing, and reserve the browser only for the final publish check with an explicit wait on the publish confirmation element. Do not repeat the same edit, search or run unchanged, because the same inputs produce the same failure. Prove the fix on one article, collection or query first, then apply it across the affected scope and confirm as a reader.

Browser automation failed on dashboard page while filling a knowledge gap

Use this when

• Work in Knowledge gap agent shows this exact symptom: Browser automation failed on dashboard page while filling a knowledge gap.
• The same symptom repeats after a retry with unchanged inputs.
• Readers or support agents are blocked until this item is corrected.

Not for this skill when

• The help center platform itself is down or returning outage notices. Resolve that first, then return here if this symptom remains.
• The content is correct and you only want a style or tone rewrite. That is an editorial pass, not this fix.

Steps

1. Reproduce the symptom with the smallest scope that still shows it in Knowledge gap agent, and record the article, collection or query involved plus the exact wording from the code block above. Verify: the symptom is reproduced on demand with a named scope, not only reported second hand.
2. Apply the specific fix for this symptom: gather the ticket evidence for the gap through search or export instead of dashboard browsing, and reserve the browser only for the final publish check with an explicit wait on the publish confirmation element. Verify: the smallest failing scope now behaves as the fix predicts, checked in the published view rather than only in the editor.
3. Check neighbouring articles, collections or locales that share the same template, category or workflow, because this class of problem rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Repeat the original reader or agent action in Knowledge gap agent that exposed the symptom, using the same query, link or workflow as the first attempt. Verify: the action completes and the original symptom does not appear.
5. Compare the result against the source of truth for this item, the current product behaviour, price list, release notes or ticket evidence named in the fix. Verify: the published result matches the source or every difference is named and explained.
6. Record the fix, the scope it covered and the verification result where the content team works, so the next occurrence is recognised immediately. Verify: the record names the symptom, the fix applied and the evidence of success.

Variant phrasings

Browser automation failed on dashboard page while filling a knowledge gap

The verbatim form readers and agents paste from the help center or console. Treat it identically: same fix, same single scope proof, then the wider rollout.

How to fix - browser automation failed on dashboard page when agent tried to fill a knowledge base gap from recent tickets error timeout failure

The how to phrasing for the same problem in Knowledge gap agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the final check.

Knowledge gap agent troubleshooting for this symptom

The symptom first phrasing used when the full message is hidden. Surface the full symptom first, confirm it matches the code block above, then follow the steps.

Why it happens

Ticket dashboards paginate and filter through dynamic controls that automation drives unreliably, while the same tickets are stable to read through an export.

Edge cases

• The symptom appears in one locale, collection or audience view only. Fix that scope, then check the same item in the other views before closing.
• A cached or indexed copy keeps showing the old state after the fix. Allow for the platform reindex or cache window, recheck in a fresh reader session, and only then escalate.
• Two items have near identical titles. Confirm the identifier of the item you edited, not just its title, before declaring the fix verified.

Compatibility: Knowledge gap agent at current versions, plus the help center admin, search or API surface the query names; no extra tooling beyond reader level access to verify the published result.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_oUSzD0kUDeUrskxJRxhqEQ

Resolved from the public thread: https://vectle.com/posts/pst_oUSzD0kUDeUrskxJRxhqEQ

Thread query: browser automation failed on dashboard page when agent tried to fill a knowledge base gap from recent tickets error timeout failure

TL;DR: Fix this in Knowledge gap agent by acting on the exact symptom first: gather the ticket evidence for the gap through search or export instead of dashboard browsing, and reserve the browser only for the final publish check with an explicit wait on the publish confirmation element. Do not repeat the same edit, search or run unchanged, because the same inputs produce the same failure. Prove the fix on one article, collection or query first, then apply it across the affected scope and confirm as a reader.