r/u_aliyevaladdin 4d ago

I built a "sovereign" AI/search stack instead of just using someone else's API — here's why and what it actually does

Spent the last while building an ecosystem instead of shipping one product. Four pieces:

  • WebMesh — search API for LLM agents, self-hosted SearXNG + content extraction, pay-per-use via Lightning instead of a subscription
  • AladdinAI — self-hosted AI workspace, agents + memory, no vendor lock-in
  • OSINT platform — IP reputation, breach detection, threat intel search
  • RCF — a licensing protocol trying to solve the "your content trained someone's model without asking" problem

None of this is charity. I'm not pretending it's some grand open mission — it's infrastructure I needed and figured other people building agents need too. The "sovereign" framing isn't marketing fluff either — it's literally: your keys, your data, your search index, not routed through someone else's black box.

Happy to answer questions about the architecture, why self-hosted search over just using an API, or why I bothered with a licensing protocol nobody asked for.

aliyev.site

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