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[ARTICLE · art-97743] src=ai2rules.dev ↗ pub= topic=ai-agents verified=true sentiment=· neutral

Agents Need Their Own Computer. That's Half the Problem.

LangChain published a post arguing that agents need their own computer, and that a sandbox does not stop prompt injection but does contain the execution blast radius. In response, the AI startup (which runs agents) admitted its own command runner ignored its security policy and now fails closed, refusing to run commands unless a sandbox is present or the user explicitly opts out. The company distinguishes isolation (where an agent can reach) from governance (what an agent may do), arguing both are needed and neither implies the other.

read5 min views2 publishedJul 24, 2026
Agents Need Their Own Computer. That's Half the Problem.
Image: Ai2Rules (auto-discovered)

LangChain published a post this week called Agents Need Their Own Computer. It’s right, and if you run agents against anything you care about, you should read it. The core line is the one worth remembering: a sandbox doesn’t stop prompt injection, but it does

*“contain the execution blast radius.”*Give the agent a real machine to work on — and keep that machine away from your laptop, from production, and from every other agent.

We agree so completely that we spent this week on the other half of the same problem. And on being honest about the half we haven’t built.

Two jobs hide inside “keep the agent safe” #

There are two different jobs here, and they get folded into one word so often that people buy one and think they got both.

Isolationwherethe agent can reach. Can it leave this folder? Touch~/.ssh

? Open a socket to the internet? This is the sandbox. It’s what LangChain’s microVM gives you, and it’s what “blast radius” means: if something goes wrong, how far does the damage spread.Governancewhatthe agent may do, andwhether the thing driving it can be trusted. Is this an action it’s allowed to take at all? Did the instruction come from you, or from a web page it just read? This is what our kernel does.

A microVM is a room with a strong lock on the door. Governance is the rules for what you’re allowed to do while you’re in the room. You need both — and, this is the part people skip, neither one implies the other.

Why one isn’t the other #

A perfect microVM will not stop an agent that’s been talked into deleting the files inside its own workspace. It won’t stop one from reading a secret it legitimately has access to and mailing it out the front door. Those actions are all “inside the room” — the sandbox has no opinion about them. Deciding whether they should happen, and whether the thing that asked

for them is trustworthy, is governance’s job. (A poisoned document turning your agent into a
courier is [a threat we’ve written about before](/blog/the-zombieagent-threat/); the sandbox

is not what stops it.)

And governance won’t stop a plain bug — the agent’s own code scribbling on /etc

because of an off-by-one, no injection required. That’s the room’s job.

Different tools. The mistake isn’t picking one; it’s picking one and believing you have both. We made exactly that mistake ourselves, and

wrote it down when we caught it.

The honest part: what we shipped this week #

Here’s where it stops being theory, because we just lived it.

We were reviewing our own execution layer — the piece that actually runs a shell command an agent asked for — and found something uncomfortable. On every call, that runner is handed a policy: no network, writes only inside these folders. And it ignored it. It shelled out and let the subprocess do anything the host user could do. Open a socket. Write anywhere on disk. The policy was a decoration.

The right fix is the room — the OS-level sandbox LangChain is describing. You cannot fence a subprocess with a few lines of Rust; it needs the operating system’s help (namespaces, a microVM, that class of thing). We don’t have that yet. It’s real work — and, agreeing with the article once more, it should be a real isolation boundary, not a clever hack we talk ourselves into trusting.

So we had a choice. Keep running commands and quietly pretend the policy meant something. Or stop pretending.

We stopped pretending. The command runner now fails closed: with no sandbox present to enforce the policy it was handed, it refuses to run the command at all — unless you explicitly tell it, in code, “I know this runs unconfined.” No silent gap. The refusal states exactly why. A dry run (which touches nothing) still works; a real run does not, until either a sandbox is there to back the policy or someone has signed the waiver out loud.

Why “not yet — and we’ll say so” beats a half-built jail #

It would have been easy to ship a partial sandbox instead: fence the filesystem, leave the network wide open, call it done. That is worse than shipping nothing, because it reads like a jail. The first person who tests it finds the hole — and now every other safety claim you’ve made is suspect too. A tool that overstates its own protection fails at the exact moment someone checks it.

So the rule we hold to is small and boring: enforce what you can, refuse what you can’t, and never let the label outrun the mechanism. “We can’t confine this yet, so we won’t run it and call it safe” is a sentence we can stand behind. A half-lit sandbox with the label “secure” is not.

Where the room will come from #

When we do build the isolation layer, it won’t be bespoke. It’ll be a slot that the real thing plugs into — a namespace backend, gVisor, a Firecracker-class microVM, quite possibly a hosted one exactly like the article’s. And the refusal we shipped this week is that slot: it’s the point where a sandbox will announce itself and flip the command from “refused” to “allowed.” We built the seam first, on purpose. The engine drops in behind it — and nothing in front of it has to change.

The takeaway #

Give your agent its own computer. LangChain is right about that. Just don’t mistake the computer for the whole answer. The machine decides where the agent can go. Something else has to decide what it may do once it’s there — and whether to trust whatever is doing the asking. A room and a rulebook. Most “agent security” I run into is one of the two, quietly hoping it counts as both.

We spent this week on the rulebook — and on refusing to pretend we’d already built the room. When we build the room, you’ll hear about it, because we’ll finally get to use the word we couldn’t this week: confined.

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