Scoping Agent Rules Like Routes, Not Like Prompts
Every session pays the token cost of every past edge case, whether or not it applies. Treating rules like routes instead of one long prompt is what fixed it.
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TRENDING SOCIETY
AGENTS, MCP,CAMPAIGN SYSTEMS
JEFF LIUCURRENT TIME:
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Why I'm Building the Missing Trust Layer, Starting With Adtech and AI Agents
Programmatic advertising has cleared machine-to-machine transactions for twenty years with no reliable way to prove who is on either end. The industry's workaround was to grade each transaction after it cleared, which catches fake traffic and misses a fake person. This walks through where the record actually breaks, how voice and likeness licensing works today, and what the draft ERC-8004 standard proposes instead.
Listen to this articleSynthetic voice, an ElevenLabs clone of mine
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Building the Routing Layer and Memory Between 3 Claude Surfaces
Access to tools is the cheap half. Knowing when and how to use them is the part that costs context, which is why the knowledge lives in skills instead of the context window.
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Claude Desktop vs Cowork vs Code: Which One to Use
Three Claude surfaces run one engine, and Dispatch now routes work between them. What separates them is whether the setup shaping Claude's behavior is a file you own or state the app holds for you.
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INTERACTIVE BUILDS
TypeScript / React / Three.js / GSAP / WebGL
Tenure
REACT, VITE, TAILWIND
Luxury property site built on full-bleed architectural photography.
Orven
JAVASCRIPT, SCROLL, VIDEO
Performance-eyewear scroll story with dual-video scrubbing.
Apex
REACT, GSAP, SVG
Scrubbable lap over traced Silverstone geometry, coloured by speed.
Horizon Estates
REACT, VITE, SCROLL
Luxury real-estate hero with a dual-video scroll swap.
Digital Archive
GSAP, SCROLL, CSS
Cinematic art-gallery site with layered scroll reveals.
WoodNest
REACT, VITE, TAILWIND
Liquid-glass booking UI across three phone mockups.
Food Tracker
JAVASCRIPT, SVG, CSS
Calorie tracker with a hand-built SVG progress ring.
Seamless
VANILLA JS, CSS, SVG
Web3 banking landing with a scripted section transition.
WildCrumb
THREE.JS, GSAP, SCROLL
3D scroll landing built with Three.js and GSAP.
Kinetic
THREE.JS, GSAP, WEBGL
WebGL kinetic typography built with Three.js and GSAP.
Mostar
JAVASCRIPT, SCROLL, CSS
Cinematic scroll story in vanilla JavaScript.
Mesozoic
VITE, MOTION, GSAP
Natural-history museum with GSAP-driven motion.
If you want to go fast, go alone. If you want to go far, go together.
Design Engineering,Agents & MCP,LLM Orchestration,Durable Pipelines (Trigger.dev),Claude Opus 5,Cursor,Runway,Context.dev,Seedance 2.5,GPT Image 2,React / Next.js,TypeScript,Python,Creative Development,WebGL & Shaders (Three.js),Animation (GSAP),R3F,Tailwind,Postgres / Supabase,Cloudflare Workers,LLM Observability (Langfuse),UI / UX,
DesignEngineer.Agents,MCP,campaignsystems.
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BRAND WORK
Studio. Fortune 500 campaign systems.