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Architecture

Mar 13 infralovers.com 5 min read

Dark Factory Architecture: How Level 4 Actually Works

An in-depth technical analysis of Level 4 autonomous software development, examining StrongDM’s Attractor system and the architectural patterns that enable AI agents to build production software without human code …

Development · AI · Architecture Signal Editorial Team
Feb 5 arxiv.org 4 min read

Building Reliable AI Systems Through Multi-Agent Organizational Intelligence

This paper presents a multi-agent AI architecture that achieves 92.1% reliability by organizing specialized AI agents into teams with opposing roles and hierarchical oversight, similar to corporate organizational …

AI · Architecture Signal Editorial Team
Feb 2 arxiv.org 3 min read

When Models Manipulate Manifolds: The Geometry of a Counting Task

This paper investigates how Claude 3.5 Haiku performs linebreaking in fixed-width text by representing character counts on curved manifolds and using attention heads to geometrically transform these representations for …

AI · Architecture Signal Editorial Team
Jan 30 youtube.com 4 min read

Structuring Large Software Projects: A Philosophy for Scalable Design

A comprehensive guide to structuring large software projects using modular black-box architecture, demonstrating how to build scalable systems through examples of video editors, healthcare systems, and jet fighter …

Architecture · Development Signal Editorial Team
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