Coordinate multiple AI agents like Pencil (March 2026)
6 AI agents collaborated to design an app — now you can orchestrate your own
Pencil CEO Tom Krcha demonstrated 6 AI agents collaborating to design an app in real-time:
Source: AI-Weekly Issue 207 (March 10, 2026)
Design interaction diagrams for multi-agent systems via CrewAI, Autogen, or LangGraph. Define the planner, workers, and consensus checks. Free. This page is built for people who want a fast path to a working result, not a vague prompt-and-pray workflow. If you need a more reliable first draft, cleaner output, or a repeatable workflow you can hand to a teammate, Multi-Agent Orchestrator is designed to shorten that path.
Most visitors use Multi-Agent Orchestrator because they need something specific done now: a deliverable, a decision, or a workflow checkpoint. The sections below show the fastest way to get value from the tool and the adjacent pages that help you keep going.
Plan complex autonomous workflows visually.
For those building the next generation of autonomous enterprise software.
Design robust system prompts
Pitch autonomous agency solutions
A strong outcome from Multi-Agent Orchestrator is not just “some output.” It should be usable with minimal cleanup, aligned to the task you opened the page for, and specific enough that you can paste it into the next step of your workflow without rewriting everything from scratch.
If the first pass feels too generic, use the use cases, FAQs, and related pages here to tighten the scope. That usually produces better results faster than starting over in a blank chat.