copy pass: straighten quotes and arrows, thin the dash asides, drop the app-count caption from the constellation
build-and-deploy / build (push) Failing after 13m18s
build-and-deploy / build (push) Failing after 13m18s
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@@ -1,7 +1,7 @@
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---
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title: "An agent should never hold the key it's using"
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date: 2026-07-03
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summary: "You want an AI agent that can actually do things — call APIs, touch real data. You also don't fully trust it. The resolution isn't a better sandbox; it's making sure the agent never possesses a credential at all. A broker holds the keys, mints short-lived capabilities, and gates every write behind a human. Here's the pattern."
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summary: "You want an AI agent that can actually do things - call APIs, touch real data. You also don't fully trust it. The resolution isn't a better sandbox; it's making sure the agent never possesses a credential at all. A broker holds the keys, mints short-lived capabilities, and gates every write behind a human. Here's the pattern."
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tags: ["security", "ai-agents", "architecture", "zero-trust", "homelab"]
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draft: false
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hero: "/blog/broker-pattern.webp"
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@@ -11,8 +11,8 @@ heroAlt: "An untrusted agent reaches through a sealed gate to ask; on the far si
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The previous post put untrusted code in a hardware-isolated VM, and ended on a caveat: isolation contains an
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*escape*, but it does nothing about an agent **misusing a tool it was legitimately given**. If you hand an AI
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agent a database credential so it can be useful, a single bad decision — a prompt injection, a confused chain
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of reasoning — spends that credential. The sandbox did its job perfectly and you still got robbed, through the
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agent a database credential so it can be useful, a single bad decision - a prompt injection, a confused chain
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of reasoning - spends that credential. The sandbox did its job perfectly and you still got robbed, through the
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front door you built.
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So the real question isn't "how do I isolate the agent?" It's "how does the agent get work done *without ever
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@@ -22,13 +22,13 @@ holding a key*?"
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The pattern is to put every credential, every tool, and every model endpoint **behind a broker**, and give the
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agent only a *capability to ask*. The agent never sees a token. It calls the broker; the broker holds the real
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credential, decides whether the request is allowed, and — if it is — performs the action itself and returns the
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credential, decides whether the request is allowed, and - if it is - performs the action itself and returns the
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result. The key never leaves the broker.
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That one inversion changes the threat model completely. A fully compromised agent can now do exactly one thing:
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**ask**. And asking is answered by something it can't reach, can't impersonate, and can't bypass.
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<!-- DIAGRAM: untrusted sandbox → cred-broker (mint capability) → mcp-broker (verify + run tool with held cred) → human-approval gate → downstream. Agent never touches the credential. -->
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<!-- DIAGRAM: untrusted sandbox -> cred-broker (mint capability) -> mcp-broker (verify + run tool with held cred) -> human-approval gate -> downstream. Agent never touches the credential. -->
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## Two clusters, two brokers
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@@ -36,39 +36,39 @@ That one inversion changes the threat model completely. A fully compromised agen
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The trust boundary is physical, not just logical. The **untrusted executor** (the Kata sandboxes) lives on one
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cluster; the **trusted tier** (the brokers, the model gateway, the real credentials) lives on a *separate*
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cluster. A total compromise of the executor still can't reach the brokers' secrets except across a policed
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network link — there's no shared kernel, no shared API server, nothing to pivot through.
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network link - there's no shared kernel, no shared API server, nothing to pivot through.
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On the trusted side there are two brokers, deliberately split:
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- A **credential broker** validates the sandbox's identity (a short-lived, signed token unique to the task) and
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mints a **capability** — a cryptographically signed, scoped, single-use, expiring grant. Not a credential. A
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mints a **capability** - a cryptographically signed, scoped, single-use, expiring grant. Not a credential. A
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*permission to ask for one specific thing*.
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- A **tool broker** takes that capability, verifies the signature, the scope, and the one-time nonce, and only
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then runs the requested tool — using a credential *it* holds. The result comes back; the credential doesn't.
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then runs the requested tool - using a credential *it* holds. The result comes back; the credential doesn't.
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## A human gates every write
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Reads are one thing. For anything that *changes the world* — creating, deleting, sending — the broker doesn't
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Reads are one thing. For anything that *changes the world* - creating, deleting, sending - the broker doesn't
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just decide on policy. It **stages** the action and pings a human: an Approve/Deny prompt on my phone, carrying
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a one-time token bound to the exact task, method, and arguments. Tap approve and it executes; tap deny, or
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ignore it, and it doesn't. The gate is **fail-closed**: a timeout is a denial, a replayed token is rejected, an
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unknown method is rejected. The default, always, is *no*.
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The load-bearing principle underneath all of it: **enforcement that has to survive a compromised agent lives at
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the broker, never at the agent or the orchestrator.** Approval, scope, budgets, write-authority — none of it
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the broker, never at the agent or the orchestrator.** Approval, scope, budgets, write-authority - none of it
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lives anywhere the agent's reasoning can touch. The agent can be wrong, jailbroken, or outright hostile, and the
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worst-case is still just *a request that gets refused*.
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## Useful and safe at the same time
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It's tempting to think you have to choose: give the agent real power and accept real risk, or lock it down so
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hard it can't do anything. The broker pattern is how you get both. The agent is *useful* — it can call real
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tools against real systems. It's *safe* — it never holds a key, every write waits on a human, and the moment
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hard it can't do anything. The broker pattern is how you get both. The agent is *useful* - it can call real
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tools against real systems. It's *safe* - it never holds a key, every write waits on a human, and the moment
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something goes wrong, the blast radius is a denied request, not a spent credential.
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Run agents like you'd run any other untrusted input: assume it's compromised, and make sure that assumption is
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*boring*.
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*Live as the trusted tier of a two-cluster AI-agent platform: a credential broker and a tool broker holding the
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keys, a phone-based human-approval gate on every write, and an agent that — by construction — never sees a
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keys, a phone-based human-approval gate on every write, and an agent that - by construction - never sees a
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secret.*
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