The agent experience platform
You see the calls.
Not the agent.
Your logs show the 10% above the waterline — 200s and 401s. Ardea runs real coding agents and shows you the 90% below: the reasoning, the retries, the dead-ends.
See a live report →Clerk · no login required
01 What agents do02 Where it breaks03 What to fix04 What to build05 Where you stand
200 · 200 · 401 · 200 — the visible tip
10% — what your logs capture90% — what the agent actually lived
10 / 90
Agent run · sign up & start a session
01 Create user
POST/v1/users200
02 Verify email
POST/v1/users/{id}/verify200
03 Start session
POST/v1/sessions404
POST/v1/sessions ↺404
no session route on the Backend API — the agent stalled here
01 / 05
What does the agent actually do?
Every call, grouped by intent.
Value reached · % of missions that reach their goal
OnboardOrgM2MSSOB2B SaaS92804170Enterprise88846090Marketplace76643855AI platform70583048
reachedpartialstalled
02 / 05
Where does it break — and for whom?
AI platforms × M2M auth is the risk zone — only 30% reach their goal.
Trace-backed fix → rerun
Document the Content-Type header on POST /v1/users.
before 57%after 88%
88% · +31
same missions · only the doc fix changed · n=42
03 / 05
What do you fix — and did it work?
A trace-backed fix, measured by a rerun.
A workflow agents repeat
POST /users
GET /users/{id}
POST /organizations
POST …/memberships
POST /invitations
GET /sessions
org_onboarding
suggested tool
04 / 05
What should you ship next?
Six calls could collapse into one — fewer tokens, fewer dead-ends.
05 / 05 · where you stand
B+
Outcome
Coverage
Friction
Value lift
Trust
one honest grade — every point links to the runs behind it
See it on a real API.
Explore a live agent-experience report on Clerk — no login. Then point Ardea at yours.