ARSVINE DOCS
  • English

      • title: Overview description: AI-related systems: adaptive performance, geo signals, content acquisition.

      AI Systems overview

      In the Realm context, "AI" means intelligent / adaptive systems, not chatbot. Realm has no conversational persona. Its "intelligence" is implicit:

      • Client-side adaptive performance tiers (capability flags driven by device and runtime FPS)
      • Vercel edge geo signals driving UI micro-tuning
      • Third-party content acquisition (Hitokoto one-liners, tweet archive)

      This section is broken down by subsystem. There is no mysterious internal AI model.

      Reading order

      1. adaptive-performance — useAdaptivePerformance four tiers, sampling, tier transitions
      2. geo-and-region — GEO_COUNTRY cookie and region-only UI micro-tuning
      3. hitokoto-and-tweets — Hitokoto one-liner proxy and tweet month archive
      4. agent-workflow — maintainer-side collaboration conventions with AI coding agents (CLAUDE.md / AGENTS.md / docs/ split)