# Ask HN: How are you all ensuring your AI code isn't slop?

> Source: <https://github.com/trypando/pando>
> Published: 2026-10-17 14:29:57+00:00

## demo.mp4

Pando is an open-source, self-hosted platform for running the apps your team builds, including ones written with AI. Point it at a git repo or image and it builds the app, scans it for vulnerabilities, runs it on its own isolated network, and puts it behind your company's SSO, shared only with the people who need it.

Built for IT and platform teams who want employees to deploy internal tools without those tools living on laptops or personal cloud accounts. Also works on a home server.

**Status: alpha.** Expect breaking changes; see the [CHANGELOG](https://github.com/trypando/pando/blob/main/CHANGELOG.md) before upgrading.
Needs Docker and Docker Compose. [Quickstart →](https://trypando.ai/quickstart)

Install Pando with the [quickstart](https://trypando.ai/quickstart).

On [trypando.ai/docs](https://trypando.ai/docs):

- [API](https://trypando.ai/docs/api) ,[CLI](https://trypando.ai/docs/cli) and[MCP server](https://trypando.ai/docs/mcp)
- [Errors](https://trypando.ai/docs/errors) and[Events](https://trypando.ai/docs/events)
- [Adapters](https://trypando.ai/docs/adapters) and[Configuration](https://trypando.ai/docs/configuration)

In this repository:

- [`docs/identity-providers.md`](https://github.com/trypando/pando/blob/main/docs/identity-providers.md) : connecting Okta, Microsoft Entra ID,
Google Workspace, Keycloak, Authentik or another provider, and SCIM.
- [`docs/rootless.md`](https://github.com/trypando/pando/blob/main/docs/rootless.md) : running Pando on rootless Docker or Podman on Linux.
- [`docs/reference.md`](https://github.com/trypando/pando/blob/main/docs/reference.md) : running on several hosts or on Kubernetes, host policy at
startup, and what an app receives from Pando.
- [`CHANGELOG.md`](https://github.com/trypando/pando/blob/main/CHANGELOG.md) : what changed in each release, and whether you need to act.

- **A bug** , or something that doesn't work as documented:[open an
issue](https://github.com/trypando/pando/issues/new/choose) .
- **A security vulnerability** : privately, through[the advisory
form](https://github.com/trypando/pando/security/advisories/new) , not as an issue. See[`SECURITY.md`](https://github.com/trypando/pando/blob/main/SECURITY.md) for what to include and what response to expect.
- **A question** :[Discussions](https://github.com/trypando/pando/discussions) .

Bug reports and pull requests are welcome. See [`CONTRIBUTING.md`](https://github.com/trypando/pando/blob/main/CONTRIBUTING.md) for how the
project is organized, how to build it, and what a change needs before it can be merged.
[`CODE_OF_CONDUCT.md`](https://github.com/trypando/pando/blob/main/CODE_OF_CONDUCT.md) applies everywhere the project happens.

AGPL-3.0, with a commercial license available for embedding Pando in a proprietary product or
offering it as a hosted service without publishing modifications. See
[`LICENSING.md`](https://github.com/trypando/pando/blob/main/LICENSING.md) for which applies to you, and [`LICENSE`](https://github.com/trypando/pando/blob/main/LICENSE) for the full text.
Contributors sign the [Contributor License Agreement](https://github.com/trypando/pando/blob/main/CONTRIBUTOR_AGREEMENT.md) once, by posting a
comment on their first pull request.