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Refmade app visualizes AI agent collaboration with 5 parallel builders

By PulseAugur Editorial · [1 sources] ·

The developer details the creation of Refmade, a desktop application designed to visualize AI agent collaboration. The application uses five parallel AI builders, guided by a "contract" that defines file ownership, to develop code. The initial version, P0, successfully ran with 224 passing tests and underwent 25 fixes after a review pass. The system employs a security measure using a per-run key to ensure the office view remains private on shared machines, preventing other local programs from accessing it. AI

IMPACT Demonstrates a novel approach to managing and visualizing AI agent collaboration in software development.

RANK_REASON The item describes a specific software application and its development process, not a frontier model release or significant industry event.

Read on dev.to — Claude Code tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Refmade app visualizes AI agent collaboration with 5 parallel builders

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0 / 100
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Tool
The item describes a specific software application and its development process, not a frontier model release or significant industry event.
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Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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product, infra
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High
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17 days old
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COVERAGE [1]

  1. dev.to — Claude Code tag TIER_1 English(EN) · jidonglab ·

    Five Parallel AI Builders, One Contract, 25 Review Fixes

    <p>On September 26 I had five builder agents work from one markdown contract that said which files were theirs. When P0, the first local version, was done, it ran at 127.0.0.1 with 224 passing tests and no requests leaving the machine. Before that, a review pass ended in 25 fixes…

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