Contextual Engineering Prompts

STREAM: Contextual Prompts

In this hands-on workshop, participants will learn the Context-Engineered AI Prompt Framework, a specialized system for transforming general-purpose AI into precise, consistent business agents. The session introduces the seven essential elements—from persona-building to safety guardrails—demonstrating how structured inputs lead to high-value outputs like SQL optimizers and JIRA summarizers. Through live demonstrations and interactive exercises, attendees will learn to define technical boundaries, implement privacy protections, and use a standardized template to build their own production-ready prompts. The workshop concludes with discussion, mentoring, and peer feedback to ensure all created prompts are reliable, safe, and ready for professional deployment.

By the end of this workshop, participants will be able to:

• Apply the 7 Essential Elements framework (Role, Task, Input, Output, Constraints, Capabilities, and Guardrails) to design effective AI prompts
• Establish clear AI roles and task definitions that ensure focused, domain-specific responses
• Specify input formats and output structures that meet exact business and technical requirements
• Implement operational boundaries and safety guardrails to prevent misuse and ensure ethical AI behavior
• Evaluate and optimize AI prompts for consistency, precision, and production-grade deployment

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