A comprehensive architectural analysis of Claude Code’s agentic coding tool, examining its design principles, permission systems, context management, and extensibility mechanisms through source code analysis. The …
This paper introduces Ouro, a family of Looped Language Models (LoopLM) that achieve 2-3× parameter efficiency by implementing iterative computation through shared parameters and adaptive depth allocation, demonstrating …
Block is pioneering a fundamental shift from traditional hierarchical management to AI-driven organizational intelligence, replacing human coordination layers with world models and intelligence systems. This approach …
Government technology projects have a 13% success rate due to systemic governance issues including outdated procurement processes, restrictive policies, and perverse incentive structures. Breaking this cycle requires …
Anthropic shares the engineering challenges and lessons learned from building Claude’s Research feature, a multi-agent system that uses multiple AI agents working in parallel to explore complex topics more …
This research proposes using distributed systems theory as a principled framework for designing and evaluating LLM teams, demonstrating that coordination challenges like consistency conflicts, communication overhead, and …
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 …
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 …
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 …
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 …
