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Edit a Flow with AI

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How to edit

1. Open the AI panel
2. Describe what you want to change (you don’t need to describe the whole flow)
3. The AI generates only the operations needed for your change

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What you can edit

• Change node parameters — update any parameter on any node (e.g., “Change the greeting to be more formal”)
• Add steps — insert new conversation nodes into the chain
• Remove steps — delete nodes and their edges
• Add branches — turn a linear flow into a branching one
• Add integrations — connect MCP servers, Exa search, or webhooks
• Swap providers — change the LLM, TTS, or STT provider

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How operations are applied

• update_node — merges new parameter values and reapplies template metadata
• add_node — creates a new node with defaults and marks the canvas for auto-arrange
• remove_node — deletes the node and cascades to remove all connected edges
• add_edge — creates a new animated edge between two nodes
• remove_edge — removes matching edges

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Iterating

1. Look at the canvas to understand what changed
2. Open the AI panel again
3. Describe what’s wrong specifically: “The billing branch is missing a Burst node before the End”