Pipeline pattern
Sequential Multi-Agent System
Specialised agents run in a fixed order, each one building on the last one's output.
Best for multi-stage work with a clear orderHow it works
The Sequential Multi-Agent System pattern
A chain of agents, each with a narrow job. The first agent's output becomes the second agent's input, and so on down the line. A final aggregator assembles the pieces into one deliverable.
- 1
Reasoning
Breaks the goal into a concrete, ordered plan.
- 2
Coding
Implements the plan the reasoning step produced.
- 3
DevOps
Packages and ships what the coding step built.
- 4
Security
Reviews the shipped result and hardens it.
- 5
Aggregator
Combines every stage into the final answer.
Best for
Tasks with a natural order where each step needs the previous step finished — plan, then build, then deploy, then review. Predictable and easy to debug, but only as fast as the whole chain.
Playground
Run the sequential multi-agent system
Your Request
InputThe goal handed to the pipeline
Reasoning Agent
AgentBreaks the goal into a concrete plan
Coding Agent
AgentImplements the plan
DevOps Agent
AgentPackages and ships it
Security Agent
AgentReviews the result before sign-off
Aggregator
AggregatorAssembles the final deliverable