Topic: AI Agents

3 articles tagged with "AI Agents"

Multi-Agent Systems: From Division of Labor to Division of Attention

Why do we need multiple AI agents when one LLM can do everything? The answer isn't about skills—it's about memory isolation and context sharding. Exploring how Multi-Agent systems solve the attention problem through context separation.

Jan 26, 2026 5 min read AI Agents

When Documents Become Programs

How AI Skills represent a fundamental shift: documents evolving from passive knowledge containers into executable programs that agents can run, humans can learn from, and teams can refine together.

Dec 23, 2025 5 min read AI Agents

Architecture-Aware AI Agents: Principles for Coherent Collaboration in Domain-Heavy Software

Twelve principles for designing AI agents that maintain architectural coherence while collaborating on complex software projects.

Aug 26, 2025 5 min read AI Agents