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Yuanzai World

LLM RPGs with branching world-lines

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Hi HN, I'm Kai Wang, one of the creators of Yuanzai World.We built a simulation engine (currently on iOS & Android) that allows the community to create and share text adventures populated by multiple LLM-based agents. Unlike standard chatbots, our focus is on community co-creation—users define the worldviews, and our agents (with persistent memory and social relationships) bring them to life.The cool part:We implemented a system we call "World-Line Divergence" (inspired by visual novels like Steins;Gate). Usually, AI RPGs feel random or infinite loop. We built a state machine that tracks "World Deviation." If players interact with NPCs in specific ways (e.g., convincing an artist to change their style), it triggers a graph switch, leading to a completely different generated ending, effectively breaking the original script.Tech Stack:- Backend: Python / Java with a custom AI orchestration framework (to handle agent concurrency).- Models: Hybrid routing between Gemini, GPT, and DeepSeek (optimizing for cost/performance based on task).- Vector DB: Milvus (for handling long-term agent memory).We are currently live on App Store and Google Play. Since it's a mobile-first experience, the link leads to our landing page where you can see the demo flow.Would love to hear your feedback on the "World-Line" concept: Does this state-machine approach solve the aimlessness of AI RPGs?

HN · launched Jan 10, 2026 · 31 upvotes (top 28%) · 0 views

Niche: ai interactive fiction and rpg platforms · 63 launches, 5 in the last 7 days ▼ -55% · Explore this niche →

Category and tags

  • Media & entertainment
  • Content generation
  • B2C
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Partial The mobile UI and basic LLM chat wrappers are vibe-codeable, but the branching world-line state engine and multi-agent simulation consistency require non-trivial architectural design.

What it would actually take: The frontend is a Flutter or React Native mobile client connecting via WebSockets to a backend orchestrator (Node.js/Python). The complex component is the branching state graph engine: maintaining versioned game states (directed acyclic graph of world states), dynamic context retrieval for multiple autonomous LLM agents without prompt overflow, and conflict resolution across community forks. Building this requires experienced distributed systems and AI prompt/state orchestration engineering.

Discussion

5 comments analyzed.

Competitors mentioned: ukpostbox.com

Concerns raised: Forced login before trying app is deal breaker, Not available in EU App Store due to trader laws requiring public address, Not available in Germany App Store, Translated text too small to read on mobile at speed

Feature requests: Make translated text bigger, Optional login instead of required login

Competitors

Other products that read as similar to this one : 296 launches clear the similarity bar, closest 8 shown.

Attention rank: #101 of 297 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 64 days after the earliest competitor.

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