Isolation

Isolated Stacks — Proactive Agents, Contained Blast Radius

Relentlessly proactive agents need relentlessly isolated stacks. Every run gets a per-run JWT root, a throwaway environment to prove itself in, and tenant-level worker isolation — with orphans auto-swept so nothing lingers or leaks across organizations.

A throwaway stack per change

QA deploys the change to an isolated, single-use stack (its own subdomain), smokes it live, and always tears it down. Nothing is merged until a real environment proves it works.

Per-run scoped credentials

Each run executes under a narrow, per-invocation JWT root scoped to its session and turn — not a long-lived god token. Revoke the boundary and the run can't reach further.

Tenant isolation

Org A's workers and data can never see org B's. Isolation is enforced at the worker and RBAC layers, audited across every cross-org path.

Auto-swept, no leftovers

A scheduled sweeper destroys orphaned stacks and recycles VMs under disk pressure, so throwaway environments don't cost you money or pile up.

Why isolation is the feature

As agents get more capable, so does their potential blast radius. An agent that can spin up servers, drive a browser, and rewrite your templates on its own initiative is enormously useful — and running that unsandboxed is a genuinely bad idea. The engineering question isn’t whether to let agents act; it’s how to cap what a bad turn can touch.

Forge’s answer is isolation at every layer that matters.

Prove it in a throwaway environment

Before a change merges, the QA character deploys the full service matrix to an isolated, single-use stack — its own <run-id>--app subdomain — smoke-tests the live endpoints, and then always destroys it. The verdict is based on actually-serving-traffic evidence, not “CI was green.” Because the stack is single-use and swept, leaving one up is impossible by design.

Scoped credentials, not god tokens

Each run executes under a per-invocation JWT root scoped to its (session, turn) — a narrow trust boundary, separated from the encryption key. A run can reach exactly what its manifest allows and no further. Combined with scoped secrets , a compromised or confused agent simply doesn’t have the reach to do broad damage.

Tenant isolation, audited

Multi-tenant from the ground up: one organization’s workers, sessions, and data are invisible to another’s, enforced at the worker and RBAC layers and audited across every cross-org access path. The isolation isn’t a promise in the docs — it’s checked.

For the deeper story, read Relentlessly proactive agents need relentlessly isolated stacks .

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