Agent teams that do real operations work, running in your cloud or on your own hardware

We run our own engineering on agent teams

• 570

  pull requests merged in a single month

  Across five of our own repositories, in the closed window 2026-08-27 to 2026-09-26.

• 287

  of them were approved by an automated reviewer before merge

  A reviewer app approved the pull request at its exact head commit before it could merge.

• Every

  consequential action waits for a person

  Merges, sends, and irreversible steps are gated on a human approval, not on the agent's own confidence.

Measured over the closed window 2026-08-27..2026-09-26, as of 2026-09-26. Method is in the case study.

Approach

1. 1

   Assess

   Map the workflow, the systems involved, and the constraints.

2. 2

   Design

   Specify agent roles, tools, and handoffs.

3. 3

   Deploy

   Stand the system up on our cloud, your cloud, or on-prem.

4. 4

   Integrate & Operate

   Connect it to the tools you already run, then keep it running.

Workflows we automate

• Tickets to pull requests

  A ticket becomes a reviewed pull request. A person approves it before merge.

• Support triage

  Inbound issues are reproduced, severity-scored, and routed. A person approves the severity and the route.

• Ops runbooks

  Recurring procedures run to a checklist and stop before anything irreversible.

• Research and reporting

  Recurring research is collected and written up on a schedule. A person approves the write-up before it is sent.

Runs on: Hermes Agent, Paperclip, OpenClaw, Codex, Claude Code.

Where we deploy

• Our cloud

  We host the agent team and operate the runtime.

• Your cloud

  We deploy into the cloud account you control.

• On-prem

  We deploy on hardware you own, including AMD servers and Mac mini servers.

Our products

AgentPod is our managed agent cloud.

Want us to build and run it for you? See consulting.

FAQ

What does an engagement cover?

We assess the workflow, design the agent team, deploy it, and integrate it with the systems you already use. We can also operate it after launch.

Which workflows do you automate?

Tickets to pull requests, support triage, ops runbooks, and research and reporting. They run on Hermes Agent, Paperclip, OpenClaw, Codex, and Claude Code.

Where can the system run?

On our cloud, on your cloud, or on-prem. On-prem includes AMD servers and Mac mini servers.

Do you publish prices for integration work?

Engagement types and prices are listed on the consulting page at /consulting/. AgentPod plan prices are on the pricing page.

What is AgentPod?

AgentPod is our managed agent cloud. It is a product, not the integration engagement. Plan details and prices are on the AgentPod page and the pricing page.

How do we start?

Start on the consulting page at /consulting/, or email integration@agentlabs.cc.

Do you have proof this works?

We run our own engineering this way. The numbers, the method, and what we deliberately do not claim are in the case study.