Original Summary

I've been building Co-Founder for the past few months, and I finally reached the point where I wanted to put it in front of people outside my own friend group. The idea started from a simple problem: When you're building something alone, you constantly switch between being the developer, researcher, marketer, analyst, designer, etc. So instead of building one chatbot that tries to do everything, I built a system where different AI agents have different roles. For example: • CEO agent — coordinates the workflow • Research agent — researches a topic and gathers information • Writer — turns research into usable content • Marketing agent — works on positioning and campaigns • Data analyst — analyzes business data • Designer — handles visual/content tasks The CEO agent acts as the orchestrator and decides which agents need to work on a task. Under the hood, I'm using a hybrid RAG system with semantic + keyword search, pgvector, Redis caching, and an event-driven backend. I also built persistent conversation/company memory so the agents don't start from zero every time. One of the interesting engineering problems was latency. At one point, generating/retrieving embeddings was taking roughly 500ms per request. After adding caching, I got repeated embedding lookups down to a few milliseconds. I also moved some of the background work to RabbitMQ because I was running everything on a pretty tiny AWS VM and RAM was becoming a problem. It's definitely not a finished product. There are still plenty of things I'd change. I'm mainly posting this because I'd genuinely like some feedback from people who build startups/projects: Does the idea of having multiple specialized agents instead of one general-purpose AI actually make sense to you? And if you've built something similar, I'd love to hear what worked and what didn't. Project: https://get-cofounder.tech/ GitHub: https://github.com/karthik132007/Co_Founder   submitted by   /u/karthik_rdj_018 [link]   [comments]

  • 情报分类：商业与市场研究
  • 分类依据：内容涉及商业、投资或市场动态
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/9/24 12:38:03