Claude Skills Architecture: Dynamic Capability Injection for LLM Agents
How Anthropic Claude Skills inject narrow, on-demand capabilities into production LLM agents without bloating the system prompt. Architecture, patterns, trade-offs.
Claude Computer Use Architecture: How LLM Agents Actually Control a Desktop in 2026
Deep dive into LLM computer-use agents — screenshot pipelines, coordinate prediction, action tools, safety tiers, and why desktop control is hard.
AI Agents in the Trough of Disillusionment: Why Enterprise Agent Deployments Fail and How to Fix Them
Agentic AI is hitting Gartner's trough of disillusionment in 2026. Deep analysis of why enterprise agent deployments fail, common architectural pitfalls, and battle-tested patterns that work.