// Vibe Coding · team self-assessment

Directing the agent,
not just trying it

Building software by directing an AI coding agent is a real capability — or a risk, depending on how it's done. This check scores your team on the workflow (is the agent set up and used well?), the guardrails (is AI-generated code safe in your delivery process?), and the fit (is it a team capability, or one person's trick?).

14 questions ~4 minutes No sign-up Nothing leaves your browser

Workflow

The agent set up with real context, people who know when to reach for it, and the skill to steer it back when it drifts.

Guardrails

Every AI-generated change reviewed, tested, and owned by a human — with scope control and a security check.

Fit & spread

A capability more than one person has, in the real delivery process, with a shared view of what it's good for.

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