Blog

Articles about vibecoding, AI tools, and modern software development.

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.