CrewAI-first today · AgentGraph JSON portable artifact
Understand the workflow before you run it.
Bring a supported CrewAI source, AgentGraph JSON, an example, or a manual design. Review deterministic readiness, execution structure, and resource implications; improve the workflow manually; verify again; export what you own.
Example workflow
Competitor Catalog Review Crew
Agents 2 · Tasks 2 · Tools 2 · Process sequential
Deterministic · Static · available
Preflight is static and deterministic. It does not execute or simulate the workflow, and runtime behavior is not observed here.
Try the full review loop
Run deterministic Preflight, open the JSON schema finding, Locate it in Design, improve it manually, re-evaluate, then export the workflow you own.
- Run Preflight
- Open Readiness
- Locate the JSON schema finding
- Edit in Design and re-evaluate
- Export
GPT-6 Astra Challenge · September 18, 2026