Tags: Prompt Engineering

Implement a hub-and-spoke orchestration

In my last post Advanced multi-agent orchestration architectures I wrote about Hub-and-Spoke, Hierarchical, and Supervisor patterns.  In this article, as the title makes clear I will get a bit deeper into hub-and-spoke.  But before that, as I was writing the hub and spoke code I learned a few hard lessons.  I share them in case […]

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Prompt engineering techniques and reasoning patterns

Agent instructions are system prompts which define identity, purpose, goals, behavioral guidelines, tone, style, safety constraints, knowledge, capability boundaries, tool usage rules, output formatting requirements, task prioritization, domain specific knowledge, and reasoning instructions to name most.  This is why we should never overlook the non-code aspect of building AI Agents and AI solutions.  The manner […]

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