Advanced LLM Usage Patterns: Agentic Pipelines and Systematic Prompting

The highest tier of LLM expertise involves moving beyond individual prompts to designing agentic pipelines — multi-step systems where LLMs plan, act, verify, and iterate autonomously. Building these systems reliably requires mastery of tool use, memory management, failure handling, and evaluation frameworks.