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Vibe Coding & Debugging

Tutorials, guides, and deep dives on debugging for AI-assisted development.

53 articles

pulse·intermediate·11 min

Claude Code Safe Mode Lands in v2.1.169 With 30 Bug Fixes

Claude Code v2.1.169 ships --safe-mode to disable all customizations for debugging, a /cd command for session directory moves, and 30-plus reliability fixes.

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ship·intermediate·7 min

Reverting AI Damage Git Reflog and Recovery Techniques

Reverting AI damage with Git reflog. Four recovery scenarios and Git techniques to recover from AI generated code damage in vibe coded projects.

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foundations·intermediate·9 min

Understanding State The Concept That Confuses AI Most

Understanding state in vibe coding 2026. Why state confuses AI coding tools, the four failure patterns, and how to work around state related bugs.

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grow·beginner·10 min

When Your App Stops Working 3 Months Later Diagnosis Guide

When your vibe coded app stops working months later. Step by step diagnosis guide for non-technical builders to find and fix the cause.

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foundations·intermediate·8 min

Why AI Hallucinates APIs and Libraries and How to Fix 2026

Why AI hallucinates APIs libraries 2026. Four hallucination patterns and prevention approaches that work for AI generated code reliability.

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ship·intermediate·9 min

Logging Best Practices for Vibe Coded Production Apps

A practical logging guide for AI-built apps. Learn what to log, what to skip, log levels, structured fields, and how to ship logs to a searchable service.

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ship·intermediate·10 min

50 Most Common Errors in Vibe-Coded Apps and How to Fix Them

The 50 most common errors in AI-generated vibe-coded apps with copy-paste fixes. Build failures, runtime crashes, API issues, and deployment errors explained.

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grow·intermediate·10 min

Debugging Old AI Code You No Longer Understand at All

How to debug old AI-written code you no longer understand. Use git history, AI-assisted reading, and specific prompts to rebuild your mental model fast.

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ship·intermediate·10 min

Debugging Image Loading and Optimization Issues in Web Apps

Debug image loading issues in AI-built web apps. Fix layout shifts, optimize formats, configure Next.js Image, and diagnose broken or slow-loading images.

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ship·advanced·13 min

Debugging Memory Leaks in AI-Generated React Code Fast

Debug memory leaks in AI-generated React code using Chrome DevTools heap snapshots. The five leak patterns AI creates most often and how to fix each one.

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ship·intermediate·11 min

How to Debug Mobile Issues Without Losing Your Mind

Debugging mobile issues is easier with the right setup. Learn remote debugging, iOS Safari quirks, touch event fixes, and viewport bugs that AI tools miss.

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ship·intermediate·13 min

Debugging Payment Integration Failures in AI-Built Apps

Debug Stripe payment failures in AI-built apps. Fix webhook verification, handle declined cards, trace 3D Secure issues, and test with Stripe CLI.

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ship·advanced·10 min

Debugging Race Conditions and Async Bugs in JavaScript

Debugging race conditions and async issues in React. Techniques for stale closures, out-of-order responses, and unmounted state updates with real code examples.

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ship·advanced·13 min

Debugging WebSocket Connections That Drop or Never Connect

Debug WebSocket connection failures in AI-built apps. Use Chrome DevTools to trace handshake errors, fix proxy issues, and add reconnection and heartbeat logic.

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ship·advanced·10 min

Production Debugging for AI-Built Live Applications

A senior developer's guide to debugging production issues in AI-built apps. Log analysis, error tracking, rollback strategies, and zero-downtime investigation.

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ship·intermediate·12 min

React DevTools for Debugging Component Issues in AI Code

Use React DevTools to debug AI-generated component issues. Find unnecessary re-renders, inspect props and state, and fix performance problems step by step.

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ship·intermediate·10 min

Systematic Debugging With Binary Search for Bugs

Systematic debugging using binary search cuts your problem space in half each step. Stop random clicking and find any bug in a fraction of the time.

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ship·intermediate·12 min

When AI Debugging Makes Things Worse and What to Do Instead

AI debugging can make bugs worse by fixing symptoms and breaking other code. Learn to spot the whack-a-mole loop and switch to manual debugging techniques.

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ship·intermediate·12 min

Debugging Email Delivery Issues in Your AI-Built App

Fix email delivery issues in AI-built apps. Debug SPF, DKIM, and DMARC records, handle bounces, avoid spam filters, and test with Resend and SendGrid.

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ship·intermediate·11 min

Debugging Third-Party API Integrations That Fail Silently

Debug third-party API integrations that fail silently. Trace requests with network tools, handle edge cases, and fix AI-generated API code patterns.

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ship·intermediate·11 min

Using Git Bisect to Find When Bugs Were Introduced

Learn git bisect to find which commit introduced a bug. Step-by-step tutorial with git bisect run automation for AI-generated codebases.

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ship·intermediate·12 min

Error Tracking with Sentry for AI-Built Applications

Set up Sentry error tracking for AI-built apps. Learn DSN configuration, error grouping, source maps, and interpreting crash reports to find bugs fast.

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foundations·beginner·10 min

What to Do When AI Keeps Breaking Your Code and Nothing Works

What to do when AI keeps breaking your code. The escape hatch playbook with five proven strategies to stop the damage and get your project back on track.

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ship·beginner·11 min

My App Broke and I Do Not Know Why (A Non-Developer Guide)

Your app broke and you don't know why. A calm, step-by-step debugging guide for non-developers who built with AI tools and need to figure out what went wrong.

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ship·beginner·12 min

When to Ask AI to Fix a Bug vs When to Undo and Start Over

When to ask AI to fix a bug vs when to undo. The three-attempt rule and decision framework that prevents hours lost to cascading AI-generated problems.

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ship·beginner·10 min

Browser DevTools for Vibe Coders Who Need to Debug Fast

Browser DevTools explained for vibe coders. The four Chrome tabs that matter, how to inspect elements, check errors, and debug API calls step by step.

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ship·beginner·10 min

Console.log Debugging Basics That Still Work in Every Project

Console.log debugging explained for beginners. Where to see output, what to log, formatting tricks, and why this simple technique works in every AI project.

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ship·beginner·12 min

The Copy-Paste Debugging Method for Non-Technical Builders

The copy-paste debugging method for non-developers. How to copy errors into AI tools, provide the right context, and fix bugs without understanding the code.

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ship·intermediate·10 min

Creating Bug Reports That AI Tools Can Actually Fix for You

Create reproducible bug reports for AI tools. The template and techniques that help AI solve bugs on the first try instead of going in debugging circles.

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ship·intermediate·11 min

Debugging AI-Generated Code With a Systematic Approach

Debug AI-generated code systematically. Why AI code breaks differently, common bug patterns, and the step-by-step approach to finding and fixing AI mistakes.

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ship·intermediate·11 min

Debugging Authentication Flows in AI-Built Web Applications

Debug authentication flows in AI-built apps. Fix login bugs, redirect loops, expired tokens, OAuth failures, and session issues with systematic approaches.

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ship·beginner·10 min

Debugging CSS When Your Layout Does Not Look Right at All

Debug CSS layout problems in AI-built apps. Use inspect element, understand the box model, fix common issues, and describe visual bugs to AI tools effectively.

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ship·intermediate·10 min

Debugging Database Queries That Are Slow, Wrong, or Missing

Debug database queries that are slow, return wrong data, or miss results. EXPLAIN ANALYZE, N+1 fixes, missing indexes, and RLS policy troubleshooting.

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ship·intermediate·10 min

Debugging Deployment Failures by Reading Your Build Logs

Debug deployment failures by reading build logs. Find the actual error in Vercel, Cloudflare, or Netlify output and fix the ten most common build problems.

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ship·intermediate·10 min

Debugging Hydration Errors in Next.js AI-Generated Applications

Debug hydration errors in Next.js apps. Why server and client HTML differ, common AI code patterns that cause mismatches, and practical fixes that actually work.

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ship·intermediate·11 min

Debugging Serverless Functions for Logs, Timeouts, and Errors

Debug serverless functions on Vercel, Cloudflare, and AWS. Find logs, fix timeouts, handle cold starts, and solve the silent failures AI code often creates.

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ship·beginner·11 min

Debugging Without Code Skills Using Browser Tools and AI

Debug without code skills using browser tools and AI. How to use Chrome DevTools, read error messages, and describe problems to AI for effective bug fixing.

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ship·beginner·10 min

The Everything Was Working Yesterday Troubleshooting Guide

Your app was working yesterday and now it's broken. The step-by-step troubleshooting checklist that identifies the cause, from hosting outages to expired keys.

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foundations·beginner·12 min

How to Read Error Messages Even If You Cannot Write Code

Learn to read error messages without coding knowledge. A beginner's guide to understanding what went wrong and getting your AI tool to fix it every time.

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ship·intermediate·10 min

Network Tab Debugging for API Calls That Fail Silently

Debug API calls with Chrome's Network tab. Find silent failures, read status codes, inspect payloads, and diagnose CORS and auth issues step by step.

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ship·beginner·10 min

Reading Error Messages Like a Developer Even as a Beginner

Read error messages like a developer. Understand stack traces, error types, and line numbers so you can debug faster and give AI better context for fixes.

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ship·beginner·11 min

The Rubber Duck Method With AI for Faster Bug Fixes

The rubber duck debugging method updated for AI. How explaining bugs clearly to AI tools reveals solutions faster than just pasting error messages blindly.

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ship·intermediate·11 min

The Whack-a-Mole Bug Loop and How to Finally Escape It

Escape the whack-a-mole bug loop in AI coding. Why fixing one bug creates another and the systematic approach to breaking the cycle and shipping working code.

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ship·intermediate·11 min

When to Stop Debugging and Start Fresh With a New Approach

When to stop debugging and start fresh. The three-hour rule, sunk cost traps, and how to restart from a working state without losing all your progress.

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ship·intermediate·10 min

Build Failures and How to Read Deployment Logs Like a Pro

Build failures explained for vibe coders. Learn to read deployment logs, fix the 10 most common errors, and stop your Vercel or Netlify builds from breaking.

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ship·intermediate·10 min

CORS Errors Explained and Why Your API Breaks in Production

CORS errors explained for vibe coders. Learn why your API works on localhost but fails in production, and get exact fixes for Next.js, Express, and Vercel.

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build·intermediate·11 min

How to Describe Bugs to AI So It Actually Fixes Them

AI tools fix bugs faster when you describe them well. Learn the prompt patterns for error messages, visual bugs, and logic errors that get real fixes.

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ship·beginner·10 min

The I Don't Know What Went Wrong Deployment Fixing Guide

Deployment troubleshooting for non-developers. A step-by-step guide to diagnosing and fixing common deployment failures when you have no idea what went wrong.

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build·beginner·10 min

The Prompt Debugging Checklist for When AI Keeps Getting It Wrong

Debug your AI prompts with this checklist. When AI keeps producing wrong code, these 10 diagnostic steps identify and fix the problem in your instructions.

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foundations·beginner·10 min

What Is Debugging and How to Find Exactly What Went Wrong

Debugging is the process of finding and fixing problems in your app. Learn the systematic approach that works even when you did not write the code yourself.

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foundations·beginner·10 min

What Is an Error Message and How to Read the Clues

Error messages are clues your app gives you when something breaks. Learn to read them even without coding knowledge and use them to fix problems faster.

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foundations·beginner·10 min

What Is CORS and Why This Error Confuses Every Beginner

CORS errors confuse every beginner building with AI tools. Learn what Cross-Origin Resource Sharing actually means and how to fix the most common CORS issues.

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foundations·beginner·10 min

The 70% Wall Explained, Why AI Gets You Close Then Stops

The 70% wall is where AI-built projects stall. Your prototype works but production features resist every prompt. Learn why it happens and how to push through.

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Related tags

Beginners8Workflow6Troubleshooting5Performance4Deployment4Productivity3React3Error Messages3Fundamentals3Git2Mental Models2Observability2

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