02Field Notes

Essays on human–AI interaction

Working notes on designing frontends for AI, published while the ink is still wet.

5 pieces

How Do Agents Talk to Each Other?
LatestGuide

How Do Agents Talk to Each Other?

Explaining the A2A protocol that powers complex orchestration systems — Agent Cards, task lifecycles, streaming subscriptions, and why an unverified card is an open door.

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  1. 02
    Can LLMs Jump? A Beginner's Guide to JEPA and Multi-Modality World Models
    Guide

    Why LLMs can't make the creative leap from data to discovery, and how JEPA — Yann LeCun's world-model architecture — might finally close the gap between language models and real reasoning.

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  2. 03
    Why Every Serious Agent Orchestrator Is Secretly a DAG
    Essay

    Inside the graph theory powering AI agent orchestration — how DAGs, topological sorting, and Kahn's algorithm enable parallel multi-agent execution, reliable agent-to-agent communication, and dynamic MCP server loading at scale.

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  3. 04
    How I Make AI Handle the Boring Parts of Frontend — So I Could Focus on Real Engineering
    Guide

    Offload the repetitive chaos to AI-powered tools and MCP servers, and save your focus for the tasks that actually make you a better engineer.

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  4. 05
    Anthropic Proved AI Thinks: The Frontend Architecture We Need to Watch It Happen
    Essay

    Exploring how modern frontend design can make an AI's hidden reasoning visible — turning abstract model introspection into human-understandable insight.

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