An Agent Builder → Agents SDK / Workspace Agents migration-readiness decision layer for teams still running workflows in Agent Builder — not a replacement for OpenAI's docs, not an API connector, and not affiliated with OpenAI.
WHO
Product, platform, internal-automation and AI engineering teams (and consultants) running visual workflows in OpenAI Agent Builder — including ChatKit embeds backed by Agent Builder-hosted workflows — that still need to move to the Agents SDK (self-hosted) or ChatGPT Workspace Agents before Agent Builder is scheduled to shut down on Nov 30, 2026.
PROBLEM
Deprecation announced Jun 3, 2026; scheduled to shut down Nov 30, 2026; ChatKit remains available. The official export (Code → Agents SDK → TypeScript or Python) then goes into your own app with the Agents SDK, or into a ChatGPT workspace agent (Business, Enterprise, or Edu workspace with workspace-agents access and permission to create agents). OpenAI says it doesn't convert the workflow graph or guarantee every behavior transfers unchanged; strongly deterministic workflows may not migrate faithfully to a workspace agent; connected apps, authentication, publishing, and permissions need separate review in ChatGPT.
SOLUTION
Tick 5 questions — target, workflow count and criticality, connected apps / tools or a ChatKit embed, determinism, export progress → a personal timeline to Nov 30, your path and why, export steps, a manual rebuild list, and a verification & cutover checklist. Never asks for API keys, tokens, org / workflow IDs, workflows, or code; not an OpenAI connector.
RESULT
Before Nov 30, every workflow has its exported Agents SDK code, a chosen home (self-hosted + ChatKit custom server integration, or a Workspace Agent), and a new version verified with representative inputs — instead of finding out in December that the hosted workflow behind your support ChatKit embed is gone.