The Workflow AI Builder has been rebuilt to make building and editing workflows faster and easier to follow.

What changed

• Live streaming progress: Results update in real time and show each step being taken.
• Multiple changes at once: You can request several updates in one message (for example: rename a step, add a 24-hour wait, and turn off re-entry).
• Conversational memory: The builder keeps context so follow-up changes are applied to the same request.
• Edit or start fresh: If a workflow already exists on the canvas, you can choose to modify it or begin from scratch.
• Context-aware suggestions: Prompts adjust based on whether you are on a blank canvas or editing an existing workflow.
• Chat to Build: You can move from chat guidance into build mode without re-typing the request.
• Session continuity: Closing and reopening the sidebar keeps your progress and history.
• Learn mode updates: Answers stream in real time with suggested follow-up questions.
• White-label safe output: The builder avoids using platform brand names in generated content.

Why it matters

This update improves speed, clarity, and reliability when building workflows. The underlying architecture is designed to make future improvements easier to ship.