Lesson 1 · 12 min · Foundation
Auditing Your Role for Automation Exposure
Break your job into routine keyboard tasks versus physical or contextual work, then score each for AI replacement risk.
Lesson 2 · 14 min · Applied
Why Skilled Trades May Outlast Knowledge Jobs
Understand why robots cannot yet plumb a house and how physical-craft work hedges against the fastest wave of AI displacement.
Lesson 3 · 15 min · Applied
Cultivating Human-Only Skills Deliberately
Identify the judgement, ethical, and relational skills AI cannot replicate, then design a weekly practice routine for each.
Lesson 4 · 16 min · Applied
Building With AI Instead of Being Replaced By It
Specify one product or service you can ship using AI as a force-multiplier rather than wait to be replaced by someone who already does.
Lesson 5 · 13 min · Applied
Funding a 12-Month Transition Runway
Calculate the savings, diversified income, and burn rate you need to survive a full year of career pivot without panic decisions.
Lesson 6 · 14 min · Deep practice
Network Effects and Where New Entrants Still Win
Spot which incumbents are protected by network moats and where AI-era openings remain for solo builders who pick the right gap.