AI / Agents Agents Archived

Why does my AI agent have the same production access as my senior engineer but none of the judgment?

Agents are handed static god-mode API keys and standing IAM roles because scoped, short-lived, per-task credentials for non-human identities barely exist yet.

Who has it: Platform and security engineers putting agents next to live infrastructure.

8.0Score / 10

Severity8/10
Feasible today8/10
Market signal8/10
Competition gap8/10

Heard in public

“Grant only the permissions that agents absolutely need for their tasks, and for the shortest required time.”

Quoted word for word from the public post linked below. Nobody submitted it to Real Problem AI.

Google Cloud Office of the CISO, 19 Mar 2026, guidance on scoped agent identities, least privilege, and attribution.

What nothing does yet

A least-privilege broker that issues short-lived, task-scoped credentials to an agent, enforces per-operation approval on destructive actions, and gives one audit trail of what every non-human identity actually touched. The agent must not be able to widen its own scope.

Tools that solve this

3 named so far, and where each one stops.

OAuth / API keys
All-or-nothing scopes, long-lived, built for humans and apps
Pomerium / AgentVisa (early)
Just-in-time agent identity, still nascent and infra-heavy
Vault / secrets managers
Store the key, do not constrain how an agent uses it

Why it is archived

Trimmed to 100-cap (lowest opportunity_score among older entries)

How you might build it

01Agent identity broker (work-visa style tokens)
02Just-in-time scoped credential issuance
03Policy engine immune to agent self-modification
04Non-human-identity audit log

Founders working in this area

Or Weis, Co-founder and CEO, Permit.io

Not affiliated with Real Problem AI.

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