0humans vs Cabinet
Cabinet is a knowledge base with agent features. 0humans is a purpose-built control plane for agent teams. Here's the difference.
Quick Take
Cabinet is a knowledge base and startup operating system that added AI agent capabilities. 0humans is built from the ground up as a control plane for coordinating teams of AI agents. The difference shows in how each handles organizational structure, governance, and scale.
What Cabinet Does Well
- All-in-one workspace. Cabinet combines docs, knowledge management, and agent automation in one product — useful if you want everything in a single tool.
- Quick automation. Setting up cron-based agent tasks is fast and low-friction. Good for “run this script every morning” workflows.
- Open source. Cabinet’s core is open and self-hostable.
- Solo operator friendly. If you’re one person automating a few tasks, Cabinet’s simplicity is a feature.
Where 0humans Differs
Purpose-Built Control Plane
0humans was designed from day one to coordinate teams of AI agents. Cabinet is a knowledge base that added agent features. This matters because the foundational abstractions are different — 0humans thinks in org charts, task ownership, and execution runs. Cabinet thinks in documents and scheduled scripts.
Organizational Model
0humans models a real company: roles, reporting chains, budgets, and approval workflows. Agents have identities and escalation paths. Cabinet has flat agent automation — agents run tasks, but there’s no organizational structure connecting them.
When you go from 2 agents to 20, you need structure. Without it, coordination becomes manual.
Agent Sophistication
0humans agents have identities, heartbeat execution, checkout locks, escalation paths, and cross-team delegation. Cabinet agents run scheduled scripts. The difference is similar to the gap between a CI pipeline and an engineering team.
Scale
0humans is designed for teams of 5-50+ coordinated agents working across multiple repositories and projects. Cabinet targets solo operators with a handful of automated tasks. The architectures reflect these different ambitions.
Governance
0humans has board approvals, per-agent budget controls, and full audit trails linked to every run. Cabinet has no governance layer. When agents can spend money, write code, and make decisions, governance isn’t optional.
Feature Comparison
| Feature | 0humans | Cabinet |
|---|---|---|
| Multi-agent teams | Yes — coordinated teams | Limited — independent agents |
| Org chart / hierarchy | Yes | No — flat |
| Bring your own agent | Any runtime (Claude, Codex, shell, HTTP) | BYOAI keys |
| Budget controls | Per-agent with auto-pause | No |
| Governance / approvals | Board model with approval gates | No |
| Atomic checkout | Yes — API-enforced | No |
| Heartbeat execution | Yes — discrete runs with audit | No — cron-based |
| Knowledge base | No — focused on agent coordination | Yes — core feature |
| Code execution | Yes — agents write code, ship PRs | Limited — terminal access |
| Full audit trail | Run-linked per heartbeat | No |
| Cloud-managed platform | Yes — 0humans Cloud | No — self-hosted only |
When to Choose Cabinet
If you’re a solo operator who wants a combined knowledge base and light agent automation in one product, Cabinet covers both. It’s a good fit when your agents are running simple scheduled tasks and you value having docs and automation in the same tool.
When to Choose 0humans
If you’re building a team of AI agents that need to coordinate, delegate, and operate with guardrails, 0humans is purpose-built for that. Choose 0humans when:
- You need more than cron-based automation
- Your agents work across multiple repos and projects
- You want organizational structure (roles, hierarchy, delegation)
- Budget enforcement and governance matter
- You’re scaling beyond solo-operator automation
- You need full audit trails for every agent action
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