AI for Software Engineer

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

• What Is Intelligence, Really? A Working Framework

  creators·baseline

  45 minOpen
• Learning to Code With AI: Cursor, Replit, and Copilot

  builders·connects foundational AI ideas to your field

  32 minOpen
• Claude Artifacts — when AI builds alongside you

  builders·connects foundational AI ideas to your field

  25 minOpen
• Software Engineer in 2026: Coding With AI Is the Default

  creators·role-specific deep dive

  44 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
• Self-Critique Prompts: AI as Its Own Reviewer

  creators·prompting pattern you'll reuse daily

  34 minOpen

Claude Code, Cursor, Windsurf — which to use when.

• GitHub Copilot: The Autocomplete That Changed Software

  builders·tool-specific walkthrough for your role

  28 minOpen
• The Landscape: Copilot vs. Cursor vs. Windsurf vs. Claude Code

  creators·tool-specific walkthrough for your role

  50 minOpen
• Cursor Agent — autonomous coding in your editor

  creators·tool-specific walkthrough for your role

  35 minOpen
• Claude Code: Anthropic's Terminal-Native Coding Agent

  creators·tool-specific walkthrough for your role

  40 minOpen

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

• What Does AI-Assisted Coding Even Mean?

  builders·automation pattern you can apply

  25 minOpen
• Installing and Using Claude Code CLI

  creators·automation pattern you can apply

  50 minOpen
• Agentic Shell Workflows — Claude Code Sub-Agents in Practice

  creators·automation pattern you can apply

  55 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
• RLHF to RLAIF: How Preference Learning Scaled

  creators·ethics / compliance issue for your field

  45 minOpen
• Labor and AI: What the Data Actually Says

  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