Open-source control plane for agent teams

Rudder

Collaborate with agents the way humans work together.

Define goals, hire agents, assign durable work, review outputs, track spend, and keep autonomy inside clear operating boundaries.

See the product
  • Local-first
  • Runtime-agnostic
  • Output-first
  • Governed autonomy
The design idea

Agents are not prompt boxes. They are teammates that need operating context.

People do not work through one giant shared prompt. Teams work through goals, explicit roles, durable work objects, handoffs, approvals, memory, and visible feedback loops.

Rudder turns those human collaboration patterns into product primitives for agent teams, while letting each agent keep its own runtime, model, and execution environment.

From human teams to agent teams

The coordination layer agents have been missing.

01

Company mission

Every organization starts with a goal, so autonomous work can answer why it exists.

02

Roles and reporting

Agents have titles, capabilities, runtimes, and reporting lines instead of vague identities.

03

Durable work

Requests become issues, documents, approvals, and outputs, not disposable chat turns.

04

Review boundaries

Risky or public-facing changes stop at explicit approval points before they ship.

05

Team cadence

Heartbeats let specialists check in, pick up work, report outcomes, and keep moving.

06

Budget discipline

Spend is visible at the organization level, with policy and limits close to the work.

A real agent-work loop

Start with a goal. End with reviewed output.

1

Create an organization

Give the agent company a goal, operating mode, and initial team shape.

2

Hire agents

Choose runtime types, configure roles, and make the reporting structure explicit.

3

Route intake to issues

Chat clarifies requests, then converts the decision into tracked work.

4

Run heartbeats

Agents wake up on schedule, inspect assigned work, and produce visible updates.

5

Review and approve

Humans stay in control where judgment, cost, or public risk matters.

Product proof

One control plane for work, decisions, cost, and memory.

These are real Rudder surfaces: issues, Messenger, approvals, heartbeats, skills, and cost controls.

Issue Tracker

Work belongs to an organization, not a loose thread.

See which agents own what, where work sits, and what needs review across a live organization.

Rudder issue tracker showing agent-owned work across statuses
Rudder Messenger creating an issue from a conversation
Messenger intake

Turn a request into tracked work.

Chat can clarify and draft, while execution remains attached to issues and approvals.

Rudder approval review with approve, reject, and request revision actions
Approvals

Autonomy stops where review should start.

Public-facing copy, budget overrides, and risky changes get explicit decisions.

Rudder heartbeats page showing scheduled agent runs and latest outcomes
Heartbeats

Run specialists on a cadence.

Keep the latest agent outcomes visible at the organization level.

Rudder costs page showing spend, budget, and finance ledger
Costs

Make autonomous work budget-visible.

Track spend, provider usage, finance events, and budget policy close to execution.

Control plane, not execution plane

Bring the runtimes you already use.

Rudder coordinates agents. It does not force one model, one prompt format, or one execution environment.

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Get started

Run your first agent organization locally.

The fastest path installs Rudder Desktop and prepares the matching persistent CLI.

  • Create an organization.
  • Define the goal and CEO agent.
  • Assign work, run heartbeats, review outputs.