Hey everyone,
Excited to join the discussions here! I’ve spent the last several years helping enterprise customers navigate artificial intelligence—previously as a Solutions Engineer at Google and a Solutions Architect at AWS, and currently as a Pre-Sales Engineer at Oracle focusing heavily on enabling generative AI and agentic AI use cases.
To help developers actually build, visualize, and test these complex workflows, I built AgentSwarms.fyi. It is a complete multi-agent orchestration ecosystem and hands-on learning sandbox.
Instead of writing fragile loops in isolated scripts, the platform lets you visually model, trace, and execute agentic systems directly in your browser.
Key Platform Features
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Visual Multi-Agent Canvas Builder: Drag, drop, and connect discrete nodes to map out system graphs. The workspace features dedicated primitives for Agents, Conditional logic branches, Error-handling Loops, and sandboxed execution Functions. 20+ models from Gemini and OpenAI are available to use, swap and play with.
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Intelligent 1 ➔ N Routing: Handle complex, multi-intent workflows dynamically. Drop a Router Node onto the canvas, label your edge paths, and let a fast low cost LLM automatically analyze incoming payloads to steer the state to specialized specialist nodes.
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Human-in-the-Loop (HITL) Interruption: Built-in Approval gates that allow you to pause graph states mid-flight, surface a manual validation point, and safely resume execution threads once authorized.
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Live Step-by-Step Trajectory Tracing: Complete observability into the agentic loop. Watch internal reasoning waterfalls, track exact tool invocation steps, and monitor token economics live as the swarm runs.
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Integrate with remote MCP servers, A2A agents, external tools and N8N workflows and external models from a wide range of providers
The Hands-On Workspace (60+ Interactive Notebooks)
To back up the visual node builder, the platform features a fully integrated workspace with 60+ browser-native TypeScript notebooks. There is zero local setup or environment friction—you can modify scripts, tweak schemas, and execute code streams live across five core ecosystems:
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LangChain -
LangGraph -
LlamaIndex -
Vercel AI SDK -
OpenAI Agents SDK
The platform is live and completely free to use for learning. Take a look if you want to build and test some swarms: agentswarms.fyi
Looking forward to the feedbacks and suggestions!
