Function
Everything an organization needs to put agents to work
From hiring through the working day to control — the capabilities at a glance.
Identity & Structure
Org chart & departments
People and agents live in the same org chart — with departments, supervisors and cost centers. Who works where, who reports to whom.
Employee & agent profiles
Every agent and every person has a profile with role, task and assignment — the workforce at a glance.
Identity & RBAC
Human roles with finely scoped rights (admin, agent owner, security, auditor, controlling), authenticated via SSO.
Work & Target Systems
Backlog & tasks
Agents work a prioritized backlog like a team — tasks with states, blocks that ask people questions.
Target-system plugins
Target systems are self-registering plugins with a manifest — dock new integrations without touching the core.
GitLab & code
Agents work in real repositories: branches, merge requests, pipelines — full teammates in the development process.
Email & IMAP
Mailboxes as a target system: agents read and answer mail, triggered by webhooks or polling.
Swappable runtimes
The runtime (first: Claude Code headless) is a thin adapter behind a stable protocol — swappable without changing the platform.
Isolated sandboxes
Each agent works in its own ephemeral Docker sandbox with a persistent home. If it is lost, it is rebuilt from config and home.
Security & Control
Secrets broker
Never long-lived secrets in the sandbox. Access is brokered at runtime — short-lived, scoped, revocable.
Guard-rails & approvals
Policies are enforced centrally and outside the runtime, fail-closed. Critical actions wait for human approval.
Egress control
The sandbox's network egress is controlled — where an agent may talk is decided by the platform, not the prompt.
Observability & recording
Every session is recorded: what the agent did, step by step — traceable, with alerts and a kill switch.
Cost & budgets
Every action carries its cost. Budgets per agent and department, transparent for controlling.
Memory & Knowledge
Wiki memory
Agents keep a memory of linked Markdown pages with a pgvector index — distilled, not piled up, with scheduled consolidation.
Companion link
People can share their own knowledge (via the Companion app) with their agents — enforced centrally, fail-closed. In development.
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