AI Builders 01 - Optimizing Prompts: From Art to Engineering
AI is reshaping how software is imagined and built. AI Builders is a dedicated learning series for developers to gain practical AI skills, explore new tools, and push the boundaries of what’s possible.
In 2025, Season 1 explored real-world AI applications and intelligent developer workflows that redefine how we build. Season 2 now advances into prompt design, responsible AI, and multimodal development—equipping developers to learn, experiment, and shape what’s next.
In this first 60-minute episode, we focus on Prompt Engineering—learning it is no longer optional, but a mandatory engineering discipline shaping how we design and interact with AI systems.
60-Minute Agenda
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Welcome & Why Prompts Matter (5 min)
What is a prompt? Why prompt engineering is essential for developers and AI-driven workflows. -
Prompt & Context Engineering: From Basics to AI Agents (20 min)
Core techniques: zero-shot, few-shot, chain-of-thought.
Role prompting and instruction types.
Why context is king—managing state, memory, and multi-turn conversations.
Prompt engineering in the age of AI agents. -
From Theory to Practice in VS Code (15 min)
How GitHub Copilot interprets prompts.
Instructions, chat modes, and inline completions.
Live demo: crafting effective prompts in VS Code. -
Accelerate with Pre-Built Prompts & Awesome Copilot Repo (8 min)
Explore curated prompt libraries and quick-start templates for common developer tasks. -
From Prompts to Specification-Driven Development (12 min)
Introducing Spec-kit: bridging prompts and structured specs.
Demo: generating code from structured requirements.

