Glossary

Stories from the vibe code frontier

Insights, learnings, and playbooks for turning vibe-code & no-code applications into resilient products that scale.

Dec 10, 2025

Technical Co‑Founder: When You Need One (And What to Expect)

AI can build fast, but technical leadership still matters. Learn when to look for a technical co‑founder, what they bring, and realistic expectations for equity and roles.

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Dec 9, 2025

Codebase Health Check: Know the State of Your AI‑Generated App

A health check shows whether your app is easy to change and safe to launch. Learn what to review, what good looks like, and how to improve without pausing delivery.

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Dec 8, 2025

Emergency Technical Rescue: How to Fix Critical Issues Fast

When your app is down or data is at risk, you need a calm triage plan. Use this guide to stop the bleeding, restore stability, and prevent repeats.

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Dec 7, 2025

MVP to Production Migration: How to Turn a Demo into a Dependable App

Your MVP works in a demo, but production asks for more. Use this step‑by‑step plan to harden an AI‑generated app without losing momentum.

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Dec 6, 2025

Refactoring: When to Clean Up (And When to Rewrite)

Refactoring makes your AI‑generated app easier to change without altering what it does. Learn when to refactor, when to rewrite, and how to keep shipping while you improve.

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Dec 5, 2025

Code Audit: What It Catches (And When to Get One)

A code audit gives you a clear picture of risks and opportunities in your AI‑generated or vibe‑coded app. Learn what a good audit covers and when it’s worth it.

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Dec 4, 2025

Tailwind CSS: Why AI Uses It (And How to Keep Your UI Readable)

Tailwind makes generated UIs fast to assemble, but it can get noisy. Learn how to use Tailwind in AI‑generated apps without sacrificing clarity or consistency.

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Dec 3, 2025

Vercel: Why AI‑Coded Apps Launch Here (And How to Avoid Deploy Surprises)

Vercel makes it easy to ship Next.js apps fast. Learn how to use it well with AI app generation, common deployment pitfalls, and a short checklist for a calm launch.

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Dec 2, 2025

Supabase: Why AI‑Generated Apps Often Choose It (And How to Use It Well)

Supabase offers auth, data, and storage with minimal setup. Learn how it helps vibe‑coding teams move fast, common pitfalls, and a few habits that keep your app stable.

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Dec 1, 2025

Next.js: Why AI Tools Love It (And What Founders Should Know)

Next.js is the default choice for many AI app generators. Learn why, the gotchas to watch for, and how to keep your Next.js app reliable as you grow.

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Nov 30, 2025

base44: Rapid AI Prototyping — When It Helps and When to Move On

base44 promises quick app generation and easy iteration. Learn when to use it to test ideas, where its limits show up, and how to graduate to a longer‑term setup.

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Nov 29, 2025

Windsurf: When to Choose Codeium’s AI‑Native IDE

Windsurf blends an AI chat, multi‑file edits, and an IDE in one tool. Learn where it fits compared to Cursor, Copilot, and Claude Code for AI‑first development.

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Nov 28, 2025

Replit: When a Browser‑Based Workspace Helps You Ship Faster

Replit makes it easy to build and share apps from a browser. Learn where it fits in a vibe‑coding toolkit and how to use it alongside AI app generation.

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Nov 27, 2025

Lovable (formerly GPT Engineer): How to Use It Well

Lovable can generate a full‑stack app from a prompt. Learn when to use it, the gaps to expect, and a simple plan to turn a Lovable draft into a product users trust.

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Nov 26, 2025

OpenAI Codex: What It Started (And Where It Fits Now)

Codex ushered in code generation at scale. See how it influenced GitHub Copilot, Cursor, and today’s AI app generation tools—and what that means for founders building with vibe‑coding.

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Nov 25, 2025

Claude Code: When a Terminal‑First AI Developer Makes Sense

Claude Code feels like a terminal‑first AI developer. Learn when to use it alongside Cursor and Copilot, and how it helps non‑technical teams ship dependable apps.

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Nov 24, 2025

GitHub Copilot: Where It Helps (And Where It Doesn’t)

Copilot suggests code as you type. Learn when it accelerates AI‑first development and vibe‑coding, where it falls short, and how to pair it with other tools to ship faster.

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Nov 23, 2025

Bolt.new: What It Generates (And How to Make It Stick)

Bolt.new promises a full app from a prompt. See what it builds well, the gaps you should expect, and a simple plan to turn a Bolt prototype into a working product people can trust.

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Nov 22, 2025

v0 by Vercel: What It Builds Best (And Where It Struggles)

v0 turns prompts into polished UI components fast. Learn the best uses for v0 in vibe‑coding and AI‑first development, its limits, and how to turn v0 output into a working product.

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Nov 21, 2025

Cursor: When to Use the AI‑First Editor (And When Not To)

Cursor is an AI‑first editor that helps you build by describing outcomes instead of wiring every detail. Learn when Cursor shines for vibe‑coding and no‑code founders, where it struggles, and how to ship reliable apps with it.

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Nov 20, 2025

Production Readiness Checklist: Is Your AI‑Generated App Ready to Launch?

A demo isn’t a launch. Use this short checklist to make sure your vibe‑coded or no‑code app is ready for real users.

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Nov 19, 2025

Scalability: When to Think About Scale for AI‑Generated Apps

Don’t optimize too early—optimize when growth demands it. Learn the signs your app needs to scale and the simple steps that prepare you without slowing MVP progress.

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Nov 18, 2025

Product‑Market Fit: Technical Decisions That Help You Find It

Speed matters before product‑market fit, but so does reliability. Make a few smart technical choices so you can iterate quickly without losing trust.

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Nov 17, 2025

MVP (Minimum Viable Product): How to Scope and Ship with AI App Generation

An MVP should prove value fast, not do everything. Use AI app generation to build only what matters, launch earlier, and learn from users.

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Nov 16, 2025

Regression Testing: Prevent New Bugs When You Update Your App

Fix one thing, break another? Regression tests catch those surprises so updates don’t undo what already works.

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Nov 15, 2025

Integration Testing: Make Features Work Together in Your AI‑Coded App

It’s not enough for pages to work alone—they must work together. Integration tests confirm real user journeys keep working as you ship new features.

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Nov 14, 2025

Test Coverage: How Much Testing Your AI‑Coded App Needs

You don’t need tests for everything, but you do need enough to catch bugs before users do. Here’s how much coverage makes sense for AI‑generated apps.

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Nov 13, 2025

Code Review: Why Human Review Still Matters for AI‑Generated Apps

AI builds fast, but a quick human pass catches what models miss. Learn what a good review looks for and how to add it without slowing momentum.

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Nov 12, 2025

Spaghetti Code: Why Tangled Logic Slows Features (And How to Clean It Up)

If you can’t follow how a feature works, you probably have spaghetti code. Untangle it with a few practical steps so adding features stops feeling risky.

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Nov 11, 2025

Code Smell: Signs Your AI‑Generated Code Needs Attention

Your app works, but something feels off. Learn the early warning signs—‘code smells’—that suggest it’s time to tidy up before bugs and delays hit users.

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Nov 10, 2025

Technical Debt: Why Your AI‑Generated App Gets Harder to Change

Quick wins pile up until changes slow down. Learn what technical debt is, why AI‑generated apps collect it faster, and how to pay it down without stopping feature work.

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Nov 9, 2025

App State Gone Wild: Why Data Disappears (And How to Stabilize Your App)

If data disappears, duplicates, or behaves unpredictably, your app state is drifting. Learn how to make screens consistent so users trust what they see.

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Nov 8, 2025

Login System That Almost Works: Fix Auth in Vibe‑Coded and No‑Code Apps

If sign‑in succeeds once and fails later, or password reset and social login behave inconsistently, use this approach to make authentication reliable for real users.

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Nov 7, 2025

Third‑Party Integration Won’t Connect: A Founder’s Guide to Fixing Stripe, Email, and Auth

When Stripe, SendGrid, Auth0, or a custom API won’t connect, your app stalls. Use this checklist to get integrations working in vibe‑coded and no‑code apps without guesswork.

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Nov 6, 2025

Feature Breaks Everything: Why One Change Broke Your App (And How to Fix It)

Added a feature and three others stopped working? Learn why this happens in vibe‑coded and no‑code apps and how to add updates without breaking what users already rely on.

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Nov 5, 2025

CORS Errors: Blocked by Browser? How to Let Your App Talk to Your API

If your browser blocks your vibe‑coded app from talking to its backend, you’re seeing a CORS error. Here’s what that means and how to fix it.

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Nov 4, 2025

Database Out of Sync: Why Your App and Data Don’t Match

If your live app expects data that isn’t there, or a page breaks for new users only, your database is out of sync. Here’s a plain‑English way to spot the issue and bring your app and data back together.

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Nov 3, 2025

Build Errors: Why Your App Fails to Build (And What to Do Next)

When a vibe‑coded or no‑code project won’t build, you can still make progress. Learn what build errors mean and how to get back to a working, shareable app.

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Nov 2, 2025

Mismatched Configs: Dev Works, Production Breaks — How to Fix It

When your vibe‑coded or no‑code app works on your laptop but behaves differently online, you’re likely dealing with mismatched configs. Use this simple approach to align settings and keep user flows working.

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Nov 1, 2025

Deployment Failure: Why Your AI‑Coded App Won’t Go Live (And How to Fix It)

Your app works locally but refuses to go live. Learn the common causes of deployment failure in vibe‑coded and no‑code projects, plus a simple checklist to get from ‘it runs here’ to a working, shareable link.

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Oct 31, 2025

Breaking Changes: How to Add Features Without Breaking What Works

New features should not break old ones. Learn how vibe‑coding and AI app generation can introduce breaking changes—and how to keep your app stable while you ship.

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Oct 30, 2025

Zombie Code: Why Deleted Features Keep Coming Back

Removed a feature only to see it reappear later? That’s zombie code. Learn why it happens in vibe‑coded and no‑code projects and how to keep old ideas from haunting your app.

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Oct 29, 2025

Copy‑Paste Hell: Fix Repeated Screens Before They Bite

Seeing the same screen copied in three places? That’s copy‑paste hell. Learn how to spot repetition in vibe‑coded and no‑code apps, reduce bugs, and make future changes easier to ship.

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Oct 28, 2025

Prompt Drift: When Your AI Forgets the Plan

If your vibe‑coded or no‑code app keeps changing direction, you’re dealing with prompt drift. Learn how to restate goals, anchor decisions, and keep AI app generation moving toward a working product.

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Oct 27, 2025

AI Coding Loop: How to Stop Spinning and Ship

Stuck in an AI coding loop where changes pile up but your no‑code or vibe‑coded app isn’t getting closer to launch? Learn the signs, the causes, and simple steps to break the cycle and ship a working product.

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Oct 26, 2025

AI‑First Development: Build Faster with Vibe‑Coding and No‑Code Tools

AI‑first development uses AI app generation to ship MVPs quickly. Learn when to apply it, which tools to use, and how to turn drafts into dependable software.

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Oct 25, 2025

What Is Vibe‑Coding? AI‑Generated Apps for No‑Code Founders

Vibe‑coding uses AI app generation to turn plain‑language prompts into working apps. See how tools like Cursor, Claude Code, and Lovable help non‑technical founders ship real MVPs fast.

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