# Common Kernel

> Agent swarm engineering. We design, build and run swarms of AI agents that do real work for your business: research, outbound, operations. On an open-source kernel you can inspect down to the byte.

Common Kernel is an open-source program that records and runs swarms of AI agents: every model call, tool call, file write and dollar, down to the bytes, with writes to outside systems held for a person's approval. GTM Base (https://gtmbase.io) builds and runs swarms on it for businesses.

## Research

- Nothing published yet. Papers, field notes and worked examples will be listed here.

## Machine-readable

- [All posts in full](https://commonkernel.dev/llms-full.txt)
- [JSON Feed](https://commonkernel.dev/feed.json)
- [RSS](https://commonkernel.dev/rss.xml)
- [Sitemap](https://commonkernel.dev/sitemap-index.xml)
- [Source code](https://github.com/GTM-Base/commonkernel)

## Ask us to build a swarm

POST https://commonkernel.dev/api/intake with JSON {"task": "<what the swarm should do>", "stage": "idea" | "one-agent" | "swarm", "name": "<person>", "email": "<work email>", "company": "<optional>"}. The reply is {"ok": true, "next": "<booking link or null>"}. A person at GTM Base reads every request.