It’s time to change with it.
Let’s start by saying the obvious thing…
AI Coding is the largest productivity multiplier for engineers to ever exist.
If you don’t see this, you’re not paying attention. If you disagree, feel free to close this tab and keep coding line-by-line. Good luck. You’ll need it.
I’m not here to convince you that AI and Generative AI have reshaped software engineering. I’m here to offer you principlesânot just toolsâthat give you an asymmetric advantage on your time in the Generative AI Age.
This course is about Principled AI Coding.
Not another app, not another tool, not another model. Instead, we focus on foundational principles and techniques that separate you from engineers bouncing from app to app, model to model, wasting time and achieving little.
This course fast-tracks your transition into the future of software developmentâwhere winners are those who can clearly communicate the right CONTEXT, select the right MODEL, and design the right PROMPT. This lets your AI Coding Assistant handle the heavy lifting, so you can ship more in less time.
AI Coding flips the game: weâre no longer fixated on how. Now itâs about defining what we want, composing the BIG THREE and letting our AI handle the rest. The best engineers in the Generative AI Age will ask: “How do I efficiently communicate this work to my AI Coding Assistant?”
In this course, we’ll answer that questionâtogetherâand generate entire functions, files, and features in minutes not hours. Thatâs the power of principled AI coding.
In Principled AI Coding, my aim is to give you the principles, techniques and mental models to maximize the volume of work you can hand off to your AI Coding Assistant.
By focusing on the fundamentals of AI Coding, you’ll build productive habits into your next generation developer workflows so you can ship more, solve complex problems in less time, and focus on what truly matters:Â Building valuable products.
Master the “big three”: Context, Prompt, and Model to form a foundational mental model for AI Coding. Set yourself up for today’s AI Coding Assistant and tomorrow’s.
Learn WHEN and HOW to write concise, laser-focused low-level prompts for existing, production codebases with well-defined structure. Learn WHEN to write quick, lazy, ‘fix this bug’ high-level prompts.
Discover the art of using the right keywords and phrases that instantly communicate complex requirements to your AI Coding assistant.
Learn to dodge pitfalls that waste time and slow your progress. Skip overloaded contexts, misguided prompt strategies, and cheap model pitfalls. With these insights, youâll stay swift, accurate, and confident in your AI coding journey.
Elevate your coding game with massive spec prompts and AI powered workflows that turn feature requirements into fully generated code, all with a single prompt.
Peer into the future of AI coding. Go beyond one-off requestsâbuild integrated loops where your code is created, tested, improved, and finalized automatically.
Writing code the ‘old way’, line-by-line coding isnât just slowâitâs the fastest way to fall behind and deprecate your engineering career. By 2025, the engineers who still cling to the old ways will fall behind, while those who embrace AI coding now will ship more, land the best projects and stay employable. Instead of wrestling with tedious details, define what you need and let AI handle the rest.
Success in the Generative AI age requires more than knowing how to pick up the latest toolâit demands understanding the core principles that underpin every AI coding assistant. These timeless concepts give you the stamina to thrive amid constant change, ensuring you can adapt to new models, new tools, and new complexities without losing focus.
Effective AI coding rests on three core pillars: Context, Prompt, and Model. Understanding how these elements work together transforms guesswork into precision. Mastering their synergy equips you to build a stable, scalable AI coding workflowâone that evolves seamlessly as technology advances.
The course is divided into 8 lessons, each focusing on a different aspect of AI coding. You can complete this course at your own pace. Every lesson includes a foundational principle to guide your learning.
The course is structured across three difficulty levels – Beginner, Intermediate, and Advanced – ensuring valuable insights for engineers a every stage of their AI coding journey.
Whether you’re just starting out or already using AI coding tools professionally, you’ll find principles and practical techniques to elevate your AI coding skills.
Beginner
Get started with the fundamentals of AI coding setup and basic prompting.
Beginner
Learn how to handle complex multi-file changes through effective prompting.
Beginner
Master the art of writing precise and effective prompts for coding tasks.
Intermediate
Learn from common mistakes and discover proven solutions to AI Coding challenges.
Intermediate
Transform specifications into working code using advanced AI reasoning.
Advanced
Discover Aider’s secret and unlock parabolic AI Coding efficiency.
Advanced
Master autonomous code generation and advanced AI Coding workflows.
Advanced
Complete your experience with hands on Principled AI Coding.
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