01 / Direct
Begin with an outcome, not a prompt.
The operator defines the work, the boundary, and the decision that would count as success. Strategic judgment stays human; routine orchestration becomes a candidate for governed delegation.
Product
From intent to delivered work, with the authority boundary intact.
GLoops is the governed path through an agent organization: what it may do, how work advances, who reviews it, and what evidence remains when the moment has passed.
02 / Bound
Make authority explicit before work begins.
Every capability receives a scoped, revocable grant. Customer, production, irreversible, and security-sensitive boundaries remain fail-closed until specifically authorized.
03 / Execute
Move through one durable delivery path.
Work is claimed, isolated, executed, verified, and reviewed against the exact candidate revision. Retries happen inside policy; exceptions become visible attention rather than silent improvisation.
04 / Prove
Turn actions into evidence and decisions into receipts.
The record captures what was proposed, what was allowed, what happened, what independent review found, and which outcome followed. Public proof is a separate, client-safe publication decision.
05 / Earn
Increase autonomy only when the record supports it.
A successful task is not a blank check. Repeated, independently audited results can justify a larger grant; regressions or uncertainty narrow authority again.
Build boundary
Built on open foundations, without making your organization depend on one agent stack.
Open-source frameworks and standard infrastructure supply much of the machinery. GLoops adds the governing layer that makes the machinery operable as an accountable organization.
What GLoops builds
The control plane for trustworthy work
- Capability and outcome contracts
- Scoped, revocable authority
- Durable execution policy and attention gates
- Independent verification, evidence, and receipts
- Measured promotion toward greater autonomy
What stays replaceable
The fast-moving agent ecosystem
- Open-source agent frameworks and role systems
- Models, reasoning harnesses, and tool protocols
- Repositories, CI/CD, chat, and knowledge systems
- Containers, databases, and cloud infrastructure
- Domain-specific tools and customer policy
The result is portability: models and runtimes can improve without rewriting the organization’s authority model or losing its evidence history.
Start narrow
Choose one recurring workflow worth removing from the operator’s hands.
We will define the boundary, the evidence plan, and the outcome before execution begins.
Apply for the pilot