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An agent is only as useful as what it can reach.

Capabilities are how a sandbox grows: GitHub, PostgreSQL, Sentry, Stripe, Discord, SSH, any MCP server. Each installs a real tool and keeps its credential in your sandbox — and one puts the agent on your own website.

acme-shop · /capabilities
The capability catalog grouped by Platform, Code & issues, Observability, Data and Communication, with GitHub, Sentry, PostgreSQL, Discord, Docker and SSH marked as connected.
  • capabilities and connectors in the catalog today
  • credentials the platform can read
  • server or Claude Code plugin, by URL or git repo

Adding one tells you exactly what it will do

Before you paste a token, the card lists the effects: the skill the agent gains, the variable it lands in, the image fragment that installs the client.

acme-shop · /capabilities/github
The GitHub capability: a connected instance, a name field, a personal access token field, a Git access toggle, and a panel listing what it adds to the sandbox: a skill the agent loads next turn and a secret injected into its environment.

The credential never leaves the sandbox

Secrets are written inside your sandbox and injected each turn. They are denylisted from the file relay, and the platform has no path to them at all.

Stays inside your sandbox

  • Your code and repos
  • Every credential and token
  • The agent's transcripts
  • The container and its image

All the platform holds

  • Your identity (Google sign-in)
  • The sandbox's name and URL
  • Billing state
  • Grants to invited teammates

What it stores is AES-256-GCM encrypted, with no decrypt path in the product.

The systems around one sandbox

A specialized agent is three or four capabilities from doing a real job: the repo, the database, the error tracker, the CI and deploys, the chat where its colleagues live.

One sandbox
credentials inside it
GitHubGitLabPostgreSQLMySQLSentrySigNozKomodoStripeDiscordOutlineRedmineSSHAny MCP server

Talk to it where your team already works

Connect Discord or Slack and the agent joins as a real participant. Assign work with an @mention; it plans, executes and reports back in the same thread.

#releases3 online
D
Dana9:41
@release-captain ship 2.4 once CI is green, and drop the changelog in #announcements 🙏
release-captainAgent9:41
On it. Watching the pipeline. I'll tag the release, draft the changelog from the merged PRs, and post it the second it's green.
release-captainAgent9:58
✓ Tagged v2.4.0 · changelog posted in #announcements · deploy is live. 3 PRs shipped, no failures.
D
Dana9:59
🎉 thanks!
Message #releases…

Put it on your own website

One script tag drops a chat bubble on your site, answered by the same agent that has your repo, your docs and your tools. Every conversation opens on your fleet board for you to watch or take over.

  • A read-only toolbox by default: it can read, search and fetch, nothing else.
  • Each visitor thread runs in its own throwaway git worktree, behind a bot check.
a customer's site
A robotics company's website with the Doorbell widget open in the corner: the agent greets the visitor, the visitor asks whether the arms work outdoors, and the agent answers with the IP66 rating and a cold-weather caveat, then offers to open a ticket.