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Nov 06, 2025

Rethinking Reactivity: ScrollForge Links UI and Style Through a Single Causal Graph

TL;DRParadigm: Causal Graph Programming (CGP) — you wire functions, not components; the framework auto-detects what each function needs and “snaps” it into a single causal graph (UI ⇄ logic ⇄ effects ⇄ style ⇄ backend).Three engines:ScrollMesh → component/templating via context auto-wiring (unlimited functions, zero manual wiring).ScrollScript → universal signal store (client + server) with actions, watchers, derived signals, time travel.ScrollWeave → logic-reactive styling (state/logic drives CSS & animations at runtime).Why now: less boilerplate, fewer classes/hooks/providers, more causality visibility.Showcase: real-time chat app in < 500 lines (HTML + JS + a tiny server).Use cases: dashboards, real-time apps, design systems that react to logic, compact full-stack prototypes.One-liner: ScrollForge – Causal Graph Programming: unify state, logic, style, and backend into one reactive graph.

Source: HackerNoon →


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