Hand-tune every step. See it run.
The visual canvas for authoring, testing, and shipping AI agents. Reach for it when you want fine control over how your agent thinks - every node, tool call, and guardrail is inspectable.
Six capabilities, one canvas.
Everything an enterprise-ready agent needs, in one visual environment.
Visual Builder
Drag, drop, and connect nodes. Every step of the agent's thinking is a shape you can inspect and change.
RAG Knowledge Bases
Attach your team's docs, wiki, tickets. The canvas wires retrieval for you.
Human-in-the-Loop
Pause any run at any node for review. Approve, reject, or amend before the agent continues.
Guardrails
Approval caps, content filters, max-tool-calls - configurable per agent, enforced inside the runtime.
Test Suite
Golden tests + eval runs. Catch regressions before they ship. Run tests as part of the build gate.
One-Click Deploy
Publish snapshots to an immutable version. In-flight runs finish on the previous version; new runs pick up the new one.
Nothing runs silently.
The Runs tab shows every execution the agent has ever done. Click any run to walk the trace: which nodes fired, which tools were called, what the model returned, which guardrails checked in, and how many AI Credits it cost.
When something goes wrong - and eventually it will - you can go from "the CFO says the invoice reviewer is misbehaving" to the exact failing node in under 30 seconds. Copy the input, drop it into the Tests tab, iterate on the prompt, publish a new version. That's the loop.
All of it, per run: cost, latency, tools, guardrails, HITL decisions, LLM prompts. Auditable to compliance the same way your existing systems of record are.
Two builders, two personas.
Vibe Studio and Agent Studio are complementary, not competitive. Most teams end up using both.
Reach for Vibe Studio when...
You know the outcome, not the shape.
- You want to describe the idea in one sentence and see it
- You're prototyping fast to validate the shape
- You're building the standard patterns (chatbot, summariser, extractor)
- You don't want to think about the node graph, at all
Reach for Agent Studio when...
You know the shape, and every node needs care.
- The agent branches on subtle logic that the prompt can't hold
- You want fine control over which tool fires when
- You need per-node guardrails, not just per-agent ones
- You're operationalising something that's been running for months
Try Agent Studio free for 14 days.
No credit card. Full access to the canvas, guardrails, tests, and deploy.