Prompting Cursor and Claude Code to build features, debugging AI output, understanding enough code to direct the AI effectively, and deploying what you build. The course for non-programmers who want to build real software with AI in 2026.
This is a text-first course that links out to the best supporting material on the internet instead of trying to replace it. The goal is to make this the best course on vibe coding you can find — even without producing a single minute of custom video.
This course is built by engineers who ship vibe coding systems in production. It reflects how these tools actually behave at scale.
Every day includes working code examples you can copy, run, and modify. Understanding comes through doing.
Instead of re-explaining existing documentation, this course links to the definitive open-source implementations and the best reference material on vibe coding available.
Each day is designed for about an hour of focused reading plus hands-on work. Do the whole course over a week of lunch breaks. No live classes, no quizzes.
Each day stands alone. Read them in order for the full picture, or jump straight to the day that answers the question you have today.
What Cursor, Claude Code, and Replit Agent do under the hood, context windows and why they matter for code generation, the prompting vocabulary that makes AI code assistants useful, and why vibe coding has real limits.
The scaffold-then-refine workflow, prompting for a complete feature (database table, API route, UI component) step by step, reading AI-generated code enough to know when it's wrong, and the debugging loop when AI output doesn't work.
Prompting for React components, Tailwind CSS styling, responsive layouts, and forms. The visual feedback loop — using the browser to evaluate AI output and iterate on prompts until the UI matches what you have in mind.
Prompting for Next.js API routes, Supabase tables with RLS, and authentication flows. How to tell if the database design AI generated is sensible, and the questions to ask when security matters.
Deploying to Vercel in one command, custom domains, environment variables, the iteration workflow for a live app (prompt → test → deploy), and the honest limitations of vibe coding for production systems.
Instead of shooting our own videos, we link to the best deep-dives already on YouTube. Watch them alongside the course. All external, all free, all from builders who ship this stuff.
Full vibe coding walkthroughs — building complete apps with Cursor and Claude Code using prompts rather than writing code manually.
Getting started with Cursor — the AI-first code editor that lets non-programmers build software through conversation.
Using Claude Code to build features, debug errors, and navigate codebases without deep programming knowledge.
One-command deployment from a GitHub repository to a live URL — the fastest way to ship what you build.
Building complete apps with Replit Agent — the cloud-based vibe coding environment that handles infrastructure automatically.
The best way to deepen understanding is to read the canonical open-source implementations. Clone them, trace the code, understand how the concepts in this course get applied in production.
Curated prompts, starter templates, and reference projects for vibe coding — organized by app type and complexity.
The Next.js starter templates are the best foundation for vibe coding projects — full-stack, deploysable, and well-understood by AI coding tools.
Component library used by AI coding tools constantly. Understanding what components are available improves the quality of UI prompts.
The backend platform AI tools build against most reliably. Supabase's schema editor and RLS policies are well-understood by Claude and GPT-4.
You have an idea for a tool or app. AI coding tools make it buildable without years of programming. This course shows you how to work with those tools effectively.
Operations teams, analysts, and product managers can build the internal tools their engineers are too busy to build. This course covers the vibe coding workflow for internal apps.
Vibe coding removes the most frustrating parts of learning programming — syntax memorization and error message confusion. Start here, understand more over time.
The 2-day in-person Precision AI Academy bootcamp covers AI coding and vibe coding in depth — hands-on, with practitioners who build AI systems for a living. 5 U.S. cities. $1,490. 40 seats max. June–October 2026 (Thu–Fri).
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