The first AI agent you can hand a real wallet to.
Custodian is the trust layer underneath: kernel-enforced authority, not a promise in a prompt. The agent itself cannot exceed its limit or approve its own escalation — even if it tries. Below: a real agent — protecting ArgoBox, a real production homelab — proving it, live.
AUTHORITY —
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PER-ACTION —
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SESSION —
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ENFORCED AT KERNEL LEVEL
▶ Watch the agent get lied to — and caught
Interactive 60-second walkthrough. A real refund-fraud case: a customer
invents a story to get money back, the AI agent recommends approve — and the kernel
overrides it anyway. It runs the live decision engine (flip on real Nemotron in the page if you
want to watch the model reason in real time). Opens in a new tab.
AGENT
Requests money movement. Can never approve its own escalation.
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KERNEL
Deterministic policy decides. No prompt, no plea, ever changes the verdict.
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HUMAN
Real out-of-band code, on a separate device, is the only way past the agent's limit.
Why this exists
Agents that get broad real access are unreliable today — not malicious, just unreliable.
That's not a guess; it's what operators already running agents against real systems report
firsthand. The question that actually matters isn't "will it make a mistake," it's
"can a mistake cost real money." Custodian is the answer to that second
question: a kernel-enforced ceiling an agent cannot talk its way past, with a real human
out-of-band the only path beyond it. It's infrastructure for any team — an MSP, a fintech,
anyone giving an agent real account access — that needs that guarantee before they'll let
an agent near a real account at all.
The same decision, seen from three angles
OPS / INFRA — would this break something?
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signal:—
source:10.0.0.199:8093 (real infra API)
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FINANCE — is it worth the cost?
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amount:—
artifact:—
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SECURITY — does kernel policy allow it?
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enforcement:kernel (Landlock + OPA)
artifact:—
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Authority right now
Authority Band
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Per-Action Cap
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Autonomous Spend
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Sandbox
checking…
Net (Real Revenue − Spend)
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Explore it live
Live Audit Feed — Ops Decisions & Spend
Waiting for events…
Kernel-Level Policy Enforcement — Raw OCSF Log (NemoClaw / OpenShell)
Waiting for sandbox activity…
Try It Yourself — Live Decision Engine
Stripe — Live Account TEST MODE
Total processed
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Account
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Balance — available
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Balance — pending
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