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Full Walkthrough: Workflow for AI Coding (~2 hour conference workshop). Covers grill-me alignment skill, smart/dumb zone theory, vertical slices/tracer bullets, AFK Ralph loops, deep vs shallow modules (Ousterhout), TDD red-green-refactor, and Sand Castle parallel agent orchestration. Organized into 17 topical sections instead of timestamped paragraphs since the auto-transcript didn't include time anchors. Co-Authored-By: Claude <noreply@anthropic.com>