The AI Builder in workflows has been completely rebuilt from the ground up. The new version replaces the previous experience with a transparent, streaming, context-aware copilot that shows you exactly what it's doing at every step. The extensible architecture under the hood means every future capability ships faster and compounds on what's already live.

Live Streaming UI

Every build, edit, and query now streams results in real time with a step-by-step progress card. You can see exactly how your request is being processed - whether the AI is asking clarifying questions, searching for actions and triggers, creating the schema, placing it into the workflow, or validating the result. No more waiting and wondering.

Compound Requests in a Single Turn

Ask for multiple changes at once - rename, add a 24-hour wait, turn off re-entry - and the AI executes them all in one go. No need to submit one request at a time.

Conversational Memory

The AI retains full session context. Say "actually make that 48 hours" and it knows exactly what you're referring to without you repeating yourself after every message.

Start Fresh or Edit From the Same Canvas

If you trigger a build on a canvas that already has a workflow, the AI asks whether to start fresh or edit what's there. Previously you'd need to create a new workflow manually to start a new AI workflow creation.

Context-Aware Empty States

The AI sidebar adapts to where you are. A blank canvas shows build-from-scratch prompts. An existing workflow shows Make It / Fix It suggestions based on your current flow. Chat mode surfaces knowledge prompts - one click to go.

Chat to Build in One Click

Ask a build question in Chat Mode and a "Continue in Build Mode" button appears, switching modes and auto-submitting your request instantly.

Session Continuity Across Panel Close

Close the sidebar, keep working, reopen it, and your full chat history and progress are right where you left them.

Learn Mode 2.0

Answers stream in real time with related follow-up questions surfaced at the end of every response, powered by a dedicated knowledge base search tool.

Why It Matters

This is the most significant upgrade to the Workflow AI Builder since launch. Every interaction is faster, more transparent, and more reliable. The extensible tool architecture means new capabilities no longer require a pipeline rewrite - they plug in. What ships next builds on everything already live.

If you have any questions about the Workflow AI Builder inside ESC Hub, the support team is here every day. Drop a message inside Escapepreneur Central.