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seed. – self-modifying webpage, on-device LLM, site in the URL

seed. – self-modifying webpage, on-device LLM, site in the URL

by oxedom·May 31, 2026·2 points·1 comment

AI Analysis

●●●BangerWizardryZero to OneBig Brain

On-device LLM with site state in the URL inverts how web apps normally work.

Strengths
  • URL-encoded state means zero server storage and complete portability.
  • On-device inference preserves privacy and works without API keys.
  • Self-modification capability enables persistent customization without backend.
Weaknesses
  • URL length limits constrain how much state can be encoded.
  • On-device LLM performance varies significantly across devices and browsers.
Category
Target Audience

Web developers, privacy-conscious users, LLM experimenters

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WebLLM · LocalAI · HuggingFace Transformers.js

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