For AI developers
Your agent isn't failing. It just doesn't know how.
Avoko shows how agents choose paths — so you can guide them to the right one.
Open Demo
Same agent. Completely different outcome — driven by the path it takes.
Agent with skill
Agent without skill
Open → extract → return
Trial → fail → stop
Deterministic execution
Uncertain execution
Explicit outcome
Implicit failure
Same agent (Claude). Same task. Same page.
11 Agents
Task: Open Elon Musk's X profile, extract user info and recent tweets. The only difference: with or without a skill.
This is not a simulation. This is real execution.
What actually happened
Open page
Without skill: ❌ 402 error
With skill: ✅ Opened via CDP (Chrome session)
Extract profile
Without skill: ❌ Failed
With skill: ✅ Name, bio, join date
Extract tweets
Without skill: ❌ Failed
With skill: ✅ 4 tweets with content and timestamps
What Avoko gives you
See the right path — Understand which tools agents should use, and when
Remove trial and error — Guide agents to execute correctly from the first step
Reduce false failures — Avoid agents giving up or reporting the wrong result
