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What would you like to do with AI coding?
Pick the question that sounds like you. Each one opens onto the articles, videos, and skills that answer it, in the order they make sense.
Not sure where to start?
Ask the bot. It knows every article, video and skill on the site.
How do I get started?
Never written code? Start here — what an LLM actually is, what it can do for you, and why there's never been a better time to build your own software.
- Article · 6 min read
What Is An LLM?
Discover the basics of Large Language Models (LLM), their structure, operation, and creation process. Perfect for beginners ready to dive into AI. - Video
What Can You Use LLM's For?
Discover when to use LLMs for data tasks like structuring and classification, and when to opt for deterministic systems. - Video
What Is An Agent?
Discover the power of agents vs workflows in LLM systems. Learn how agents improvise and workflows optimize for predictable, repeatable tasks. - Video
Personal software is INSANE in the age of AI
Don't delegate your thinking to LLMs. Use AI for grunt work in personal software built for your workflow. Keep the judgment for yourself.
How can I get AI to write code like me?
You can already code — now get the agent coding to your standard. Set up the rules, the context, and the workflow so its output reads like yours.
- Article · 5 min read
The AI Engineer Mindset
Learn how to build successful LLM applications by defining clear success metrics, and creating a data-driven culture of continuous improvement. - Article · 7 min read
A Complete Guide To AGENTS.md
Learn how to optimize your AGENTS.md file for AI coding agents. Master progressive disclosure, keep instructions focused, and maximize agent performance. - Video
How To Make Codebases AI Agents Love
Learn how deep modules and proper codebase architecture make AI coding more effective. Master software design principles for AI-ready codebases. - Article
An Introduction To Plan Mode
Learn how plan mode transforms AI coding agents. Iterate on requirements before writing code, build context, and get better results from tools like Claude Code.
How can I get the most out of AI coding?
Already fluent with a coding agent? Sharpen the loop — grill your plans, fire tracer bullets, keep the context lean, and keep the architecture clean.
- Video
5 Agent Skills I Use Every Day
Master AI code quality with proven engineering skills: prompt techniques, TDD, architecture design, and spec workflows for Claude Code agents. - Video
Real-world feature build with Claude Code: every step explained
Learn Claude Code workflow: grill sessions, PRDs, GitHub issues, AFK agents, and QA loops for building features efficiently with AI. - Article
Tracer Bullets: Keeping AI Slop Under Control
Learn how tracer bullets can help you control AI code quality by building small, end-to-end features and getting feedback early instead of bloated solutions. - Article · 4 min read
How To Kill The Bloat In Claude Code's System Prompt
- Article · 5 min read
Getting Started With Ralph
Learn to run AI coding agents in a loop. Set up Claude Code, create a PRD, and let the AI ship features while you're AFK. Step-by-step guide included.