AI for Prompt Engineer

What AI actually is and why every emerging workflow is shifting.

• What Is Intelligence, Really? A Working Framework

  creators·baseline

  45 minOpen
• Shannon and the Birth of Information

  creators·connects foundational AI ideas to your field

  30 minOpen
• AI Pet Namer Capstone

  builders·connects foundational AI ideas to your field

  25 minOpen

Prompting patterns that hold up under the pressure of real work.

• The Five-Part Prompt: Role, Context, Examples, Constraints, Format

  builders·core prompting framework

  28 minOpen
• Anthropic's Prompt Engineering Patterns

  creators·prompting pattern you'll reuse daily

  38 minOpen
• Claude's XML Tag Superpower

  creators·prompting pattern you'll reuse daily

  32 minOpen
• Prefill Attacks and Defenses

  creators·prompting pattern you'll reuse daily

  36 minOpen

Anthropic Console, OpenAI Playground, PromptLayer — which to use when.

• Claude vs. ChatGPT vs. Gemini — Side-by-Side

  builders·tool-specific walkthrough for your role

  30 minOpen
• Subscription-Tier Literacy: Every Plan, Side by Side

  creators·tool-specific walkthrough for your role

  40 minOpen
• Privacy Settings Across the Big Three

  creators·tool-specific walkthrough for your role

  35 minOpen
• Tool Switching — Why You Shouldn't Marry One Model

  creators·tool-specific walkthrough for your role

  35 minOpen

Automate the repetitive parts so your judgment is where it matters.

• Claude Skills — reusable specialized agents

  creators·automation pattern you can apply

  35 minOpen
• ChatGPT Agents — OpenAI's Operator, matured

  creators·automation pattern you can apply

  30 minOpen
• Installing and Using Claude Code CLI

  creators·automation pattern you can apply

  50 minOpen

Where AI still must not replace a human judgment call.

• Alignment Faking: When Models Pretend

  creators·ethics / compliance issue for your field

  42 minOpen
• Training-Time vs. Inference-Time Alignment

  creators·ethics / compliance issue for your field

  36 minOpen
• RLHF to RLAIF: How Preference Learning Scaled

  creators·ethics / compliance issue for your field

  45 minOpen

Tie it all together on something real.

• Capstone — Python CLI That Summarizes With Claude

  creators·capstone to tie it together

  60 minOpen
• Capstone: Build and Ship a Real Agent

  creators·capstone to tie it together

  75 minOpen