Software Architecture

An in-depth exploration of the Model Context Protocol (MCP) and how it solves the 'tool sprawl' problem in AI agent development by providing a standardized, discoverable server architecture.

As LLM applications move from prototypes to production, the limitations of high-level frameworks like LangChain are becoming apparent. This article explores why senior engineers are shifting toward native, explicit agent architectures and how to implement them.

An in-depth look at the 0.32a0 alpha release of Simon Willison's LLM library, its architectural overhaul, and what it means for developers using API aggregators like n1n.ai.

An in-depth analysis of the 'Stationary Context Assumption' in the Model Context Protocol (MCP) and how it leads to silent failures in production LLM agents.

Explore why agent harnesses are the future of AI development and how their relationship with memory affects your control over intellectual property and performance.

Master the art of Spec-Driven Development (SDD) with Claude 3.5 Sonnet. Learn the critical anti-patterns that prevent senior engineers from achieving production-quality AI-generated code.

A technical deep dive into building a multi-platform fitness ecosystem using 37 specialized AI agents and a 9-step engineering pipeline in under two months.