Authority
Every agent acts inside an explicit, revocable grant.
Governance for agent organizations
Run an agent organization without betting the business on a black box.
GLoops turns agents, models, and tools into a governed organization that can delegate, execute, review, and deliver real work under explicit authority—with an inspectable receipt for every consequential action.
For operators running coding agents or multi-agent software teams.
Governed system topology
01 / IntentOutcome definedHuman direction
02 / AgentsWork delegatedReplaceable execution
03 / ToolsActions boundedScoped capabilities
04 / EvidenceResult receiptedIndependent proof
GLoopsControl planeAuthority · policy · proof
Operations
Work moves from intent through execution, verification, and delivery.
Proof
Every material decision leaves evidence that survives the moment.
The broader agentic stack
The governance and operations layer around the agent ecosystem.
GLoops is not another model, chatbot, or agent framework. Bring the agents, tools, and infrastructure you already trust. GLoops turns that replaceable machinery into an organization with explicit authority, durable execution, independent checks, and receipts.
GoalsConstraintsApprovals
03 / GLoops · What we buildGovernance + operations control plane
Turns replaceable agent machinery into an accountable organization.
AuthorityPolicyVerificationReceipts
02 / Agent organizationReplaceable intelligence and execution
Honest current boundary: the strongest public proof today is governed software delivery. The same control-plane architecture is designed to extend to other repeatable organizational workflows as their systems, authority, and evidence contracts are integrated.
Built for the inflection point
Your agents can already do the work. The hard part is knowing when to trust them with more.
GLoops is for small, leverage-hungry teams where one person is still dispatching, checking, and rescuing agent work by hand. The goal is not more agent activity. It is more organizational capability with less routine supervision.
A strong fit
You have consequential work and an operator still holding the workflow together.
You run coding agents, an open-source agent framework, or another multi-agent stack—and want repeatable delivery without surrendering review, provenance, or control.
Not the promise
Unbounded production authority on day one.
GLoops does not turn a prompt demo into an unsupervised company. Authority grows only after bounded work produces evidence that deserves a larger grant.
One operating journey
Direct the organization. Delegate the work. Execute it. Prove what happened.
The public experience is one system. The underlying components stay replaceable so the customer does not have to organize the company around a particular model, harness, or runtime.
- 01
Direct
Say what outcome matters.
Conversation and attention turn executive intent into a bounded organizational objective.
Executive interface - 02
Delegate
Give the work an owner and a budget.
Roles, goals, approvals, and work queues make responsibility explicit.
Goals, roles, and work graph - 03
Execute
Run through a durable, governed path.
Work is claimed, isolated, performed, retried within policy, and independently reviewed.
Agent runtime and integrations - 04
Prove
Leave a receipt and earn the next grant.
Evidence, decisions, outcomes, and authority changes remain inspectable and attributable.
Governance and evidence
Customer-zero proof
Public GLoops records · captured July 29, 2026
Trust is what the system does when the easy answer is “just ship it.”
These are public operating receipts from the system building and governing its own software. Each card includes a captured record, not an outbound link.
Delivered change
A failed delivery path was repaired without widening agent authority.
The broker regained reliable publication of completed agent work while preserving exact-ref, no-force, credential-isolation, and post-push verification controls.
Merged after the full check matrix passed
Independent review check
Autonomous-merge validation
A validation run completed a merge without a human acting at the gate.
In this customer-zero validation, a narrowly scoped automation identity opened the change, required checks and independent review held the boundary, and GitHub completed the authorized merge.
0 human actions at merge
Authority-boundary validation
A validation run confirmed that a protected change would be withheld from autonomous merge.
In this customer-zero validation, the same delivery path encountered a protected class of change and stopped. The useful result was not merely activity—it was evidence that the authority boundary held.
Protected path: merge withheld
Visual receipts were captured from public GLoops organization records. Individual account identity is obscured; organization, outcome, and relevant checks remain visible. PRs #181 and #182 are customer-zero validation runs, not customer production deployments.
Flagship design-partner offer
Prove one recurring delivery workflow in 30 days.
Connect one organization or repository. Choose one valuable recurring workflow. We establish the authority boundary, operate the governed path, and return an evidence-backed answer about what can safely run with less supervision.
From $5,000 30-day governed delivery pilot
See pilot scopeBuild beyond yourself
Autonomy becomes valuable when the organization can explain itself—and stop itself.
Start with one consequential workflow, a narrow authority grant, and a proof standard both sides understand.
Apply for the pilot