Chapter 11: Ship It and Sell It

The last chapter is about delivery: choosing a public or private review surface, operating what you ship, measuring costs, and testing a commercial or career hypothesis when that goal fits. Then the capstone combines the course into one reviewable body of evidence.

What you will learn

• Evaluate deployment beyond GitHub Pages using current terms and costs.
• Run production like a pro: monitoring, updates, and the boring reliability habits.
• Manage costs and model choices — the economics of running an agentic practice.
• Test a freelance, product, or career hypothesis without promising an outcome.
• Stay current in a field that moves monthly, without drowning in it.

Builder principle

Choose a delivery surface that fits the user, evidence, privacy boundary, and support capacity. Public release and commercial use are options, not proof.

Watch with this chapter

• How I use LLMs — Karpathy. Final rewatch, full circle: you now do everything he demonstrates, plus the agentic layer he only gestures at.

Real talk

Somewhere back in Chapter 1 you wrote three builds in your journal and a job-posting line that intimidated you. Go read that entry right now — before this chapter. Seriously, go.

Back? Good. That gap you just felt between then-you and now-you: this chapter is about making the world pay attention to it. Let's finish.

Lessons in this chapter

• 11.1 Launch: Beyond GitHub Pages
• 11.2 Running It: Production Habits
• 11.3 The Economics: Costs, Models, Budgets
• 11.4 Getting Paid: Freelance, Products, Career
• 11.5 Staying Current, Finishing Strong

Chapter checkpoint

Complete Chapter 11: Evidence-backed launch, save the evidence, then score your first attempt with the shared rubric.