The feedback loop for your AI agent.
Static evals fall behind production. Keeping coverage aligned with reality becomes a full-time job. We turn real traffic into continuous improvement - without the manual work.
See everything your agent handles.
Plug into your existing trace infrastructure. We analyze every conversation and surface the gaps in your eval suite.
Any OTEL-compatible source
6%covered
Production · 12,418 sessions
How do I migrate my data to the new plan?
Cancel my subscription immediately
Why was I charged twice this month?
Set up SSO for my team
Export usage data for Q3 report
My account got locked after password reset
Webhook returning 500 errors consistently
How do I reset my password?
Does this support SAML authentication?
Integration with Jira keeps failing
Need to add 5 more seats to our plan
API rate limit exceeded on batch endpoint
Password reset email not arriving
Can I get a SOC2 compliance report?
Database connection timeout on large queries
Bulk import users from CSV not working
How do I set up custom domains?
Billing page shows wrong currency
Can't access admin panel after update
Need to downgrade without losing data
How do I migrate my data to the new plan?
Cancel my subscription immediately
Why was I charged twice this month?
Set up SSO for my team
Export usage data for Q3 report
My account got locked after password reset
Webhook returning 500 errors consistently
How do I reset my password?
Does this support SAML authentication?
Integration with Jira keeps failing
Need to add 5 more seats to our plan
API rate limit exceeded on batch endpoint
Password reset email not arriving
Can I get a SOC2 compliance report?
Database connection timeout on large queries
Bulk import users from CSV not working
How do I set up custom domains?
Billing page shows wrong currency
Can't access admin panel after update
Need to downgrade without losing data
How do I migrate my data to the new plan?
Cancel my subscription immediately
Why was I charged twice this month?
Set up SSO for my team
Export usage data for Q3 report
My account got locked after password reset
Webhook returning 500 errors consistently
How do I reset my password?
Does this support SAML authentication?
Integration with Jira keeps failing
Need to add 5 more seats to our plan
API rate limit exceeded on batch endpoint
Password reset email not arriving
Can I get a SOC2 compliance report?
Database connection timeout on large queries
Bulk import users from CSV not working
How do I set up custom domains?
Billing page shows wrong currency
Can't access admin panel after update
Need to downgrade without losing data
Your evals50 hand-written
How do I reset my password?
What are your pricing plans?
How do I cancel my account?
Where can I find my invoices?
How to add a team member?
94%not covered
6%covered
Production · 12,418 sessions
How do I migrate my data to the new plan?
Cancel my subscription immediately
Why was I charged twice this month?
Set up SSO for my team
Export usage data for Q3 report
My account got locked after password reset
Webhook returning 500 errors consistently
How do I reset my password?
Does this support SAML authentication?
Integration with Jira keeps failing
Need to add 5 more seats to our plan
API rate limit exceeded on batch endpoint
Password reset email not arriving
Can I get a SOC2 compliance report?
Database connection timeout on large queries
Bulk import users from CSV not working
How do I set up custom domains?
Billing page shows wrong currency
Can't access admin panel after update
Need to downgrade without losing data
How do I migrate my data to the new plan?
Cancel my subscription immediately
Why was I charged twice this month?
Set up SSO for my team
Export usage data for Q3 report
My account got locked after password reset
Webhook returning 500 errors consistently
How do I reset my password?
Does this support SAML authentication?
Integration with Jira keeps failing
Need to add 5 more seats to our plan
API rate limit exceeded on batch endpoint
Password reset email not arriving
Can I get a SOC2 compliance report?
Database connection timeout on large queries
Bulk import users from CSV not working
How do I set up custom domains?
Billing page shows wrong currency
Can't access admin panel after update
Need to downgrade without losing data
How do I migrate my data to the new plan?
Cancel my subscription immediately
Why was I charged twice this month?
Set up SSO for my team
Export usage data for Q3 report
My account got locked after password reset
Webhook returning 500 errors consistently
How do I reset my password?
Does this support SAML authentication?
Integration with Jira keeps failing
Need to add 5 more seats to our plan
API rate limit exceeded on batch endpoint
Password reset email not arriving
Can I get a SOC2 compliance report?
Database connection timeout on large queries
Bulk import users from CSV not working
How do I set up custom domains?
Billing page shows wrong currency
Can't access admin panel after update
Need to downgrade without losing data
What your users ask50 patterns
Billing & Payment Disputes24 evals
SSO & Auth Integrationnew
Data Export Failures12 evals
API Rate Limiting+3 evals
Webhook Configurationnew
Team Permission Errors+5 evals
94%covered
Updated 2 min ago✓
“Why was I charged twice?”kept+
“My card was charged after I cancelled”new✓
“Set up SSO with Okta”kept+
“SAML config returning invalid response”new✓
“Export usage data as CSV”kept−
“What payment methods accepted?”stale459 evals+12 new this week
94%covered
Updated 2 min ago✓
“Why was I charged twice?”kept+
“My card was charged after I cancelled”new✓
“Set up SSO with Okta”kept+
“SAML config returning invalid response”new✓
“Export usage data as CSV”kept−
“What payment methods accepted?”stale459 evals+12 new this week
Cover what you didn't know to test for.
We identify recurring patterns in your conversations, find representative traces, and convert them into evals. Your coverage expands automatically.
Close the loop.
When evals fail, we identify the root cause, propose exactly what to change, and validate the improvement before it ships.
SSO & Auth Integration3 changes applied
4failing
→0failing
Before
You can set up SSO by going to Settings > Integrations. Check our documentation for detailed steps.
After
I see you're on Okta. Here's how to set up SAML SSO: 1) In Okta admin, create a new app integration. 2) Set your SSO URL to…
Proposed changesAdd getIdpConfigDetect user's providerSSO Setup GuideMissing Okta-specific steps
✎
provide general guidance on setup steps→give provider-specific instructions based on their IdP
prompt+
tool!
knowledgeSSO & Auth Integration3 changes applied
4failing
→0failing
Before
You can set up SSO by going to Settings > Integrations. Check our documentation for detailed steps.
After
I see you're on Okta. Here's how to set up SAML SSO: 1) In Okta admin, create a new app integration. 2) Set your SSO URL to…
Proposed changes
✎
Provider-specific IdP instructionsprompt+
Add getIdpConfigtool!
SSO Setup GuideknowledgeBuild from reality, not assumptions.
See what your agent actually faces in production.

