Category guide

Where Swirls fits.

Plenty of tools can call a model or run a workflow. Swirls is for teams that deliver whole agentic systems again and again, and need the source, the runtime, and the operations to stay connected.

We run on Temporal ourselves and respect tools that optimize for a different owner, deployment model, or layer of the stack.

Visual automation

Tines, n8n, Dify, Flowise

Choose them when

Pick a visual builder when operators own the canvas, connector breadth is the whole job, or self-hosting is mandatory.

Choose Swirls when

Pick Swirls when the system has to live in a repository, go through review, and ship to more than one client.

Agent frameworks and platforms

Vercel eve, LangGraph + LangSmith, Mastra, Google ADK

Choose them when

Pick a framework when your team wants plain TypeScript or Python and low-level control of the agent loop.

Choose Swirls when

Pick Swirls when you want the agent plus its triggers, tools, data, access, and deploys written down as one system.

Durable execution runtimes

Temporal, Trigger.dev, Inngest, Restate

Choose them when

Pick a durable runtime when you are building your own platform and want to own the authoring model on top of it.

Choose Swirls when

Pick Swirls when you want the durability without building the platform. Agents, workflows, reviews, connections, and traces come ready.

Enterprise agent workspaces

Cloudflare OS, OpenAI Frontier, Gemini Enterprise, Copilot Studio

Choose them when

Pick a workspace when you’re an enterprise giving your own employees agents inside one company.

Choose Swirls when

Pick Swirls when you build and operate agentic systems for clients, and each client needs its own credentials, audit trail, and bill.

Finished AI workers

Dust, Lindy, Relevance AI, vertical agents

Choose them when

Buy a finished worker when the process is standard and nobody on your team needs to own how it works.

Choose Swirls when

Pick Swirls when the process is yours, touches sensitive systems, and has to change under review like software.

Product capabilities change quickly. This guide describes category fit, not an exhaustive feature matrix.

Swirls is strongest when

The handoff is the hard part.

  • A builder must hand the system to another operator.
  • The same core system must work across many customer environments.
  • Deterministic steps and agent judgment belong in one durable process.
  • The runtime must retain the authority and source identity of what was reviewed.
Next: run it for every client
Still deciding?

Bring a real system and see.

Tell us what you’re building and we’ll say plainly whether Swirls, a framework, a visual builder, or a durable runtime is the right layer.