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Loops run on their own, often while nobody is watching. So safety in Songbird isn’t a setting you remember to turn on. It’s built into how a loop is structured, tested, and published.

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The risk of AI agents today

One of the most widely discussed risks for AI that acts on your behalf is what security researcher Simon Willison calls the lethal trifecta: one agent that has all three of these at once.

Private data

Access to your CRM, analytics, tickets, or other business systems.

Untrusted content

Text it didn’t write and can’t vouch for, such as web pages, inbound emails, or form submissions.

A way to act

The ability to write data, send messages, or otherwise reach the outside world.
When all three meet, a malicious instruction hidden in a web page or email can trick the AI into leaking or changing your data, a technique called prompt injection, which OWASP ranks as the top risk for AI applications. When many tools are connected to a single agent, all three are easily present at the same time.

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How Songbird improves your AI security posture

Loops also run the same compiled steps every time, so content read during a run can’t redirect them. Who can use what is covered in Connections and Spaces and teamwork.

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What you can do

Songbird sets the guardrails, and these team habits tighten them further.
  • Scope credentials at the source. When a system lets you create an API key with limited permissions, give Songbird a read-only key for loops that only need to read.
  • Use an integration account for shared connections. For tools that only offer OAuth, connect a dedicated integration account instead of your own login, so the connection doesn’t depend on one person.
  • Narrow what Organization apps can see. Install the GitHub app only on the repositories your loops need, and add the Songbird bot only to the Slack channels it should use.
  • Read the publish summary. Check the list of systems a loop writes to before you publish, especially after an edit.