Sign up for usability testing — agent governance & capability control

We're building the control plane between AI agent reasoning and real-world execution. Think: scoped permissions, approval gates, credential mediation, and audit trails — so agents can actually act without unsafe delegation.

We're looking for developers, platform engineers, and AI builders across all experience levels to test early product flows. Whether you're just exploring agents or already shipping them in production, your perspective helps us get this right.

Sessions are ~30 min. Your feedback directly shapes the product.

Let's start with your personal details

Your experience with AI agents

How would you describe your proficiency with AI agents?

Exploring — I've read about agents but haven't built or deployed one

Building — I've prototyped or am actively building agents

Shipping — I have agents running in production

Scaling — I manage multiple production agents or agent infrastructure

How comfortable are you delegating real-world actions (API calls, data writes, transactions) to an agent?

Not comfortable — I'd review every action manually

Cautious — okay for low-stakes, but I want approval gates for anything meaningful

Conditional — comfortable if there's clear scoping, audit trails, and rollback

High trust — I'd grant standing authority for well-defined capabilities

Which agent frameworks / tools do you use? (select all that apply)

LangChain / LangGraph

CrewAI

AutoGen

OpenAI Assistants / function calling

Anthropic tool use / MCP

Custom / in-house framework

None yet

Agent governance & trust

What's your biggest friction point when giving agents access to real systems?

Credential management — passing API keys / secrets feels unsafe

Scope control — agents can do more than I intend

Auditability — hard to know what an agent actually did

Approval flow — no clean way to gate high-stakes actions

Haven't gotten there yet

Sign up for usability testing — agent governance & capability control

Let's start with your personal details

Your experience with AI agents

How would you describe your proficiency with AI agents?

How comfortable are you delegating real-world actions (API calls, data writes, transactions) to an agent?

Which agent frameworks / tools do you use? (select all that apply)

Agent governance & trust

What's your biggest friction point when giving agents access to real systems?

Have you used or evaluated any agent permission / governance tools?

Testing logistics

Preferred Date

Preferred Time