4 min read
Vibecoding Project Ideas When You're Out of Ideas
Stuck on what to build next? Here are project ideas ranked by difficulty, plus how to pick one that actually teaches you something.
Blog
Articles about vibecoding, AI tools, and modern software development.
4 min read
When to Stop Prompting and Start Reading the Code
Re-prompting isn't always the fastest way to fix a bug. Here's how to tell when it's time to open the file yourself.
5 min read
Vibecoding Doesn't Skip Technical Debt — It Just Hides It Better
AI-generated code that works on the first try still accumulates debt. It's just harder to see, because nothing about it looks unfinished.
5 min read
When an MCP Server Is Worth Wiring Up (And When It's Overkill)
Model Context Protocol makes it easy to give an AI assistant live access to a tool or data source. That doesn't mean every integration should be one.
4 min read
Stop Looking for One AI Tool That Does Everything
The best vibecoding workflows aren't one mega-assistant — they're several narrow tools chained together, each doing one job well.
5 min read
Why Every AI-Generated App Looks the Same (And How to Break Out)
Purple gradients, rounded-2xl cards, the same three-feature grid. Here's why AI defaults converge on one look, and what to do instead.
5 min read
The Real Cost of AI Tokens (And Why Your Context Window Is a Budget)
Tokens aren't just a billing unit — they're the reason your AI assistant forgets what you told it three messages ago. Here's how to think about them.
5 min read
The Confidence Trap in AI-Generated Code
AI writes code that looks finished, reads cleanly, and runs on the happy path. That polish is exactly what makes it dangerous.
5 min read
Boring Tech Wins Side Projects
The new framework is exciting. Your side project doesn't care. Here's why proven, boring tech ships more weekend projects than anything trendy.
4 min read
AI Wrote It, You Own It
"The AI generated that" is not a defense when the code breaks in production. Accountability doesn't transfer to the tool — and acting like it does is how vibecoding gets a bad name.
10 min read
Ollama Models in 2026 and What Hardware They Actually Need
A practical snapshot of the Ollama models worth running locally this year, with honest minimum system requirements — CPU, RAM, GPU VRAM, disk — from someone who has actually hit the out-of-memory errors.
4 min read
The Three-Prompt Rule
A simple heuristic for knowing when the AI is going to keep missing the mark — and when it's on you to stop typing and start reading.
6 min read
A Year of Vibecoding: Lessons I Didn't Expect
Twelve months of shipping with AI-first workflows, distilled into the things nobody tells you in the tutorials.
5 min read
From Markdown to Slides: My Marp Workflow
How I ditched PowerPoint for Marp — writing decks as Markdown files that live in the repo, version with git, and rebuild in CI.
4 min read
Plain-Text Deliverables Win Long-Term
Why the artifacts that survive — READMEs, Markdown decks, config files — are the ones you can open in any editor, diff in git, and grep from the command line.
5 min read
When to Commit AI Code vs When to Rewrite It
A decision framework for the moment every vibecoder faces: is this code good enough to keep, or should I scrap it and try again?
5 min read
Reading AI Code Without Falling Asleep
The biggest skill in vibecoding isn't writing prompts — it's reading the diff the model hands back and catching the things it quietly got wrong.
4 min read
The Hidden Cost of Copy-Pasting AI Code
Every copy-paste feels like a time save. Six months later, it's a refactor waiting to happen. Here's what accumulates when you skip the review step.
5 min read
Context Windows: The Invisible Ceiling on AI Coding
Every LLM has a context limit, and hitting it is the number one reason your vibecoding sessions start going sideways. Here's how to spot it and work around it.
8 min read
The Best Local LLM Models for Coding in 2026
A hands-on ranking of the top local models for code generation, review, and debugging — tested on real vibecoding tasks with Ollama.
7 min read
Run Stable Diffusion Locally: Free AI Image Generation
Set up Stable Diffusion on your own PC for free, unlimited AI image generation — no subscriptions, no watermarks, no usage limits.
9 min read
Self-Hosting AI Tools: Build Your Own AI-Powered Platform
How we built RnR Vibe — a full AI platform running on a single laptop with Ollama, Stable Diffusion, and Next.js. No cloud bills.
6 min read
AI Pair Programming: How to Collaborate with Your AI Assistant
Practical strategies for effective AI pair programming — when to lead, when to follow, and how to get the best results from your AI coding partner.
5 min read
Weekend Side Projects You Can Build with Vibecoding
10 realistic side project ideas you can build in a weekend using AI-assisted development — from useful utilities to portfolio pieces.
5 min read
How to Debug Faster with AI: A Practical Guide
Stop staring at error messages — learn how to use AI to diagnose and fix bugs in minutes instead of hours.
8 min read
How We Built RnR Vibe With Vibecoding
A behind-the-scenes look at building a full vibecoding platform using AI-assisted development — the actual prompts, process, and lessons.
7 min read
Vibecoding in 2026: The State of AI-Assisted Development
A comprehensive look at where vibecoding stands in 2026 — the tools, trends, and what's changed since AI coding went mainstream.
6 min read
Local AI vs Cloud AI for Coding: Privacy, Cost, and Speed
A practical comparison of running AI models locally vs using cloud APIs for development — covering cost, latency, privacy, and quality.
6 min read
How to Evaluate AI-Generated Code Quality
A practical framework for reviewing AI-generated code — what to check, common pitfalls, and how to build confidence in your vibecoded projects.
6 min read
7 Prompt Engineering Secrets That 10x Your Vibecoding Output
Advanced prompt techniques that most vibeccoders miss. Learn how to write prompts that produce production-ready code on the first try.
5 min read
Building Your Vibecoding Workflow: Tools, Habits, and Systems
How to set up a complete vibecoding workflow — from prompt templates to project structure to review processes.
7 min read
Vibecoding for Non-Developers: Build Your First App Today
You don't need a CS degree to build software anymore. A practical guide for designers, marketers, and founders who want to build with AI.
5 min read
The AI Code Review Checklist
A practical checklist for reviewing AI-generated code before shipping — covering security, performance, correctness, and maintainability.
7 min read
The Non-Technical Founder's Guide to Shipping an MVP with AI
How to go from business idea to working product using vibecoding — no CS degree required. A practical guide for founders.
8 min read
AI Coding Tools Compared: The 2026 Landscape
An honest breakdown of the top AI coding tools in 2026 — what they're best at, what they cost, and which one fits your workflow.
6 min read
Designing Better UIs with AI: Beyond 'Make It Pretty'
How to prompt AI for genuinely good UI design — not just functional layouts, but interfaces that feel polished and professional.
6 min read
Building with Local LLMs: Why Ollama Changes Everything
Run AI models on your own hardware with Ollama — no API keys, no costs, no data leaving your machine. Here's how to get started.
5 min read
7 Common Vibecoding Mistakes (And How to Avoid Them)
Most vibecoding fails come from vague prompts, skipping reviews, and blind trust in AI output. Here's how to fix that.
7 min read
Contributing to Open Source with AI: A Beginner's Playbook
How to make your first open-source contribution using AI tools — from finding issues to writing PRs that get merged.
6 min read
From Vibecoded Prototype to Production: A Shipping Checklist
You've built something with AI. Now what? A step-by-step checklist to go from prototype to production-ready application.
6 min read
Vibecoding vs Traditional Coding: When to Use Which
Vibecoding isn't a replacement for traditional development — it's a different tool for different jobs. Here's when each approach shines.
3 min read
5 Tips for Better Vibecoding
Practical tips to get better results when vibecoding with AI assistants.
7 min read
When Vibecoding Goes Wrong: Real Failures and How to Avoid Them
Cautionary tales from the vibecoding world — real examples of AI-generated code that caused problems, and the lessons learned.
5 min read
Best AI Tools for Vibecoding
A roundup of the best AI-powered tools for vibecoding — from code editors to CLI assistants.
4 min read
What is Vibecoding?
An introduction to vibecoding — the art of building software by describing what you want in natural language and letting AI handle the syntax.