Staging environment
Aurimas Griciūnas
Free Lesson

Make Your Agents Trustworthy: Evals for the Super IC

Part of The Agent-Powered Super IC

45 min
May 28, 2026 11:00 AM

What you'll learn

Spot the failure modes your agents will hit in production

Learn which silent failures break IC agent workflows: hallucinated sources, dropped steps, drifted intent.

Catch a real agent failure and fix it live with evals

See one specific failure picked from a working multi-agent system, written into an eval, and resolved end to end.

Build evals into your agent iteration loop

Keep your agent crew compounding output instead of drifting silently as you ship changes.

Why this topic matters

Super ICs compound output by deploying agents that work when no one is watching. The problem is agents fail silently. They hallucinate, drop steps, and drift. Without evals, you stop noticing until the leverage is already gone. This lesson shows how to spot real agent failure modes, write targeted evals that catch them, and turn an unsupervised agent crew into reliable leverage.

You'll learn from

Aurimas Griciūnas

Aurimas Griciūnas

Founder @ SwirlAI • Ex CPO @ neptune.ai (Acquired by OpenAI)

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