How do I make agent tool calls auditable?
#The question
"How do I make agent tool calls auditable?" has a short answer: make the agent a deployable artifact. With Swirls you declare it in .swirls files, deploy with git push or swirls deploy, and the hosted runtime takes over.
#Who's asking
Security / compliance owner. Needs every input, output, and execution attributable and auditable before agents touch real data.
#Why Swirls is a fit
Agents call deterministic workflows as tools. Each node has a typed input and output schema, so tool execution is scoped, repeatable, and auditable instead of free-form model output.
Every user and machine execution is uniquely identified, and every node type supports a human-in-the-loop checkpoint. Workflows are declarative, repeatable, and auditable by construction.
#What Swirls is
Swirls is agentic systems as code. Instead of wiring an agent together inside application code, you declare it across .swirls files: the agent, the deterministic workflows it calls as tools, the typed schemas, the triggers, the secrets. Ship with git push or swirls deploy and the system is live on Swirls Cloud.