Learning Track
The Developer Track
Optimize your AI-assisted workflow. Advanced patterns, architecture, and vibe engineering discipline for experienced developers.
29 articles across 3 levels
Shift your mental model, learn the tools, and write your first AI-assisted code.
The Developer Beginner Path to AI-Assisted Coding Tools
A structured learning path for experienced developers who want to master the AI-assisted coding paradigm without starting from scratch
- 1
Vibe Coding vs Traditional Coding, an Honest Comparison
What each approach does well, where each falls short, and how to choose between them
Beginner·10 min read - 2
Vibe Coding for Senior Developers, Optimizing Your Workflow
You already know how to code. Here is how to multiply your output with AI tools while keeping quality high.
Intermediate·10 min read - 3
How AI Coding Tools Actually Work Under the Hood
You use them every day, but understanding how they generate code makes you dramatically more effective
Intermediate·10 min read - 4
How to Choose Your First Vibe Coding Tool in 2026
A decision framework that matches the right AI tool to your experience level and goals
Beginner·10 min read - 5
The Anatomy of a Great AI Coding Prompt for Beginners
What makes some prompts produce amazing code while others produce garbage
Beginner·10 min read - 6
The AI Prompt Library for Every Common Coding Pattern
50 tested prompt templates organized by task type so you never start from a blank chat again
Beginner·11 min read - 7
Defensive Commits That Save Your Work Before AI Changes It
The simple git habit that prevents the most devastating vibe coding mistakes and gives you a reliable undo button
Beginner·10 min read - 8
The 70% Wall Explained, Why AI Gets You Close Then Stops
Every vibe coder hits this wall, and understanding it is the first step to getting past it
Beginner·10 min read - 9
Why You Should Build Small First With AI Coding Tools
The one feature at a time rule that prevents the most common vibe coding failure pattern
Beginner·11 min read
Prompt engineering, debugging AI code, testing, and security review.
The Developer Intermediate Path to Mastering AI Workflows
From casual AI user to systematic practitioner, ten stops that transform how you build with AI coding tools
- 1
The Prompt Engineering Masterclass for Vibe Coders
Everything you need to know about writing prompts that produce working code instead of frustrating loops
Intermediate·10 min read - 2
System Prompts and .cursorrules for Better AI Coding
How to configure AI behavior in Cursor, Claude Code, and other tools so they follow your project conventions
Intermediate·13 min read - 3
CLAUDE.md File Format, Sections, and Real Examples
The complete reference for writing CLAUDE.md files, with templates for Next.js, Python, and monorepos
Intermediate·13 min read - 4
Context Management for Keeping AI Focused on Large Projects
How to structure your project so AI tools stay accurate as your codebase grows beyond a few files
Intermediate·11 min read - 5
Debugging AI-Generated Code With a Systematic Approach
Why AI code breaks differently than human code and the step-by-step method for finding and fixing the problems
Intermediate·11 min read - 6
The Whack-a-Mole Bug Loop and How to Finally Escape It
Why fixing one AI bug creates another and the systematic approach to breaking the cycle
Intermediate·11 min read - 7
Unit Testing AI-Generated Code Without Rewriting Everything
A practical guide to testing the code AI wrote for you, focusing on the edge cases it always misses
Intermediate·12 min read - 8
A Practical Code Review Checklist for AI-Generated Code
The security, logic, and quality checks that AI code needs and standard review processes miss
Intermediate·11 min read - 9
OWASP Top 10 for AI-Generated Code Explained Simply
The ten most common security vulnerabilities in AI-written code and how to check for each one
Intermediate·11 min read - 10
The Iterative Prompting Loop That Builds Real Applications
Why the best vibe coders never get it right on the first prompt, and the four-step cycle that actually ships features
Beginner·10 min read
Multi-agent orchestration, performance, scaling, and production operations.
The Developer Advanced Path to Vibe Engineering at Scale
A structured learning path for pushing AI-assisted coding into multi-agent orchestration, production architecture, and zero-downtime operations
- 1
How the Claude Code Team Actually Uses Claude Code
The doctrine the people who built Claude Code at Anthropic teach every new hire
Intermediate·11 min read - 2
Multi-Claude, How Anthropic Engineers Run 5+ Agents in Parallel
The parallelism playbook from Boris Cherny, Cat Wu, and the Claude Code team
Advanced·11 min read - 3
Loops, Stop Hooks, and Scheduled Agents in Claude Code
How the team uses cron-scheduled and looping agents to keep Claude running for hours and days
Advanced·12 min read - 4
Multi-Agent AI Coding and How to Orchestrate It Effectively
How to coordinate Cursor, Claude Code, Devin, and other AI agents working on the same project simultaneously
Advanced·10 min read - 5
Agent Orchestration Patterns for Complex Software Projects
Fan-out, pipeline, and supervisor patterns for coordinating multiple AI coding agents on large tasks
Advanced·10 min read - 6
Advanced Prompt Patterns That Make AI Code Dramatically Better
Few-shot examples, chain-of-thought reasoning, and tree-of-thought exploration for complex coding tasks
Advanced·11 min read - 7
Prompting AI for Performance So Your Code Is Fast From Day One
How to include performance constraints in your prompts so AI generates optimized code instead of naive implementations
Advanced·10 min read - 8
Build a Multi-Tenant SaaS App With AI That Actually Scales
How to architect organization-based data isolation, role management, and billing from the start with AI tools
Advanced·10 min read - 9
Caching Strategies That Make AI-Built Apps Feel Instant
Browser, CDN, application, and database caching patterns that turn slow pages into fast ones
Advanced·10 min read - 10
Production Debugging for AI-Built Live Applications
How to investigate, diagnose, and fix bugs on live systems without making things worse for your users
Advanced·10 min read
The Tuesday Shipping Report
Every Tuesday, one focused email:
- - The tool or technique that's actually working right now
- - A real problem from the community (and how to solve it)
- - What changed this week in the vibe coding landscape
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