What Paperclip Is
Paperclip is an open-source “human control plane for AI labor.” Its core metaphor is the org chart: you create an agent organization with roles, reporting structures, and goals, and the agents work within that structure. The board (you) can hire agents, approve strategic directions, override decisions, and terminate agents. Each agent has a budget that auto-pauses when hit.
Paperclip is MIT-licensed, self-hosted, and runtime-agnostic: it works with Claude Code, Cursor, or any agent runtime. It’s an impressive project with genuine thinking about the human oversight problem.
What Sentrely Is
Sentrely is a managed AI team, backed by real engineers, that builds, ships and monitors production-grade software in accounts you own. Our AI employees build, ship and monitor your production-grade software, and our engineers deploy and supervise them. Your team asks for work through an agent in your Slack.
Every change runs through automated safety checks, important changes need human sign-off, and you get a 35-day rewind on data and files. You have a named account manager and on-call support.
Same Concern, Different Answer
Both start from the same idea: autonomous AI agents need human oversight and limits.
Paperclip’s answer: give you the tools to be that oversight yourself. You run the software, design the org chart, set budgets and approve decisions.
Sentrely’s answer: provide the oversight as a service. Our engineers supervise the AI doing your work, and you sign off on the changes that matter to your business.
| Dimension | Paperclip | Sentrely |
|---|---|---|
| What it is | Open-source software | Managed service |
| Core metaphor | Company org chart for agents | An AI dev team you work with |
| Who runs it | You, on your infrastructure | Our engineers |
| Runtime support | Claude Code, Cursor, others | Handled for you |
| Human oversight | You, as the board | Our engineers, plus your sign-off on important changes |
| Where the output lives | Wherever you deploy it | Your own hosting and code accounts |
| Support | Community | Named account manager, on-call support |
| Pricing | Free (self-hosted) | Custom, scoped on a free call |
When Paperclip Makes Sense
Paperclip is a strong fit if you:
- Want fully self-hosted, open-source agent management with no vendor dependency
- Prefer the organizational metaphor for managing AI labor
- Are using multiple agent runtimes
- Have the technical time to run and supervise it yourself
When Sentrely Makes Sense
Sentrely is a stronger fit if you:
- Need real software built and shipped, not a system to manage agents
- Are not a developer and don’t want to become one
- Want a named person to call when something breaks
- Want the finished software in accounts you own
The Honest Assessment
Paperclip is one of the most thoughtful open-source projects in this space. If you want to run your own AI workforce and have the skills to operate it, it’s worth exploring.
If you’d rather not build and run this yourself, Sentrely is a managed AI team that does the work for you. Book a free 30-minute call to see if it fits.