6.4 Module 6 · Multi-Agent Orchestration

Build a Content Operations Pipeline

Configure five specialised agents, define hand-off protocols and human sign-off points, then run an end-to-end simulation and inspect every step of the execution trace.

Pipeline Builder Agent Trace Inspector

Pipeline Builder

Click any agent card to edit its role description and hand-off rules. Then enter a topic and run the pipeline to see each agent in action.

Researcher Outliner Drafter QA / Critic Reviewer

Agent Trace Inspector

After running the pipeline, inspect the full execution trace below. Each row shows the agent, its output, timestamps, token usage, and quality scores.

Waiting for pipeline run... 0%
TimestampAgent OutputTokensLatencyQuality
Run the pipeline above to see the execution trace

Production tip: In a real pipeline, the QA/critic agent is your safety net. Give it the authority to reject drafts and send them back to the drafter with specific feedback. The reviewer should be the final human-in-the-loop checkpoint before anything goes live. Build in explicit approval gates, not just pass-through stages.