The Journey building project with Alibaba cloud and Qwen Cloud AI models
Hackathons usually start with an idea.
Mine started with a question.
Why are AI agents still working alone?
Most modern coding agents have become incredibly capable, but they often rely on a single model trying to plan, reason, execute, and review everything by itself. Humans don't work that way. Teams do.
That thought eventually became SynthClaw: Agent Society.
The goal wasn't to build another chatbot or another AI coding assistant. I wanted to build something that behaves more like an engineering team—a collection of specialized agents that collaborate, delegate work, review each other's outputs, and solve larger problems together.
Since the project is open source, another goal was keeping it lightweight. I wanted developers to be able to run it locally while still supporting modern capabilities like MCP, multiple LLM providers, community skills, shell execution, and extensibility.
One of the most interesting parts was designing the terminal experience. Instead of showing endless logs, I wanted the CLI to feel alive. Watching agents spawn, complete work, and coordinate in real time made the project feel much closer to operating a real AI organization than chatting with a single assistant.
For this hackathon I also integrated Qwen into the provider system and deployed the backend on Alibaba Cloud. The deployment itself wasn't the difficult part—it was navigating account setup and verification—but once everything was working, having the project running in the cloud completed the overall architecture.
One thing I learned while building this project is that better AI isn't only about larger models. System design matters just as much. Planning, delegation, communication, memory, and verification often improve reliability more than simply switching models.
This hackathon pushed me to think less about individual prompts and more about how intelligent systems should cooperate.
There's still a long roadmap ahead for SynthClaw. I want to expand the Agent Society concept with dynamic role creation, richer collaboration, distributed execution, visual dashboards, and a growing ecosystem of community-built skills.
Hopefully this is just the beginning.
Thanks to the Alibaba Cloud and Qwen teams for organizing the hackathon and giving developers a reason to experiment with new ideas rather than just build another chatbot.
Happy hacking 🚀
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