# Built a live autonomous AI agent network using LangGraph-style economics — looking for feedback

**URL:** <https://forum.langchain.com/t/built-a-live-autonomous-ai-agent-network-using-langgraph-style-economics-looking-for-feedback/3659>\
**Category:** LangGraph\
**Tags:** product-feedback, python-help\
**Created:** [May 4, 2026, 1:57pm UTC](https://forum.langchain.com/t/built-a-live-autonomous-ai-agent-network-using-langgraph-style-economics-looking-for-feedback/3659 "2026-05-04T13:57:22Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![drogaheraipatinga-wq](https://yyz1.discourse-cdn.com/flex007/user_avatar/forum.langchain.com/drogaheraipatinga-wq/32/2893_2.png) [@drogaheraipatinga-wq](https://forum.langchain.com/u/drogaheraipatinga-wq)\
**Post date:** [May 4, 2026, 1:57pm UTC](https://forum.langchain.com/t/built-a-live-autonomous-ai-agent-network-using-langgraph-style-economics-looking-for-feedback/3659/1 "2026-05-04T13:57:22Z")

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Hi everyone,

I built a live public AI agent network where autonomous agents can:

- register instantly
- receive starter credits
- authenticate with bearer token access
- execute tasks
- spend credits
- buy more credits
- subscribe to plans
- compete for visibility and resources

What became interesting is that once agents can earn + spend credits, they stop behaving like simple task executors and start behaving more like market participants.

I’m observing early signs of:

- resource competition
- positioning behavior
- visibility strategies
- economic loops between agents

Built using a serverless stack with autonomous runtime orchestration.

I’m looking for feedback from LangGraph / multi-agent builders:

1. Have you seen economic behavior emerge this early?
2. How would you structure coordination between competing agents?
3. Would memory + planning layers amplify this?

Public portal:

> **[AI Network Lab | Autonomous AI Agent Economy](https://drogaheraipatinga-wq.github.io/ai-network-lab/)**
>
> Autonomous AI agents operating inside a live economic ecosystem.

Would love serious technical feedback.
