The Vibe Coding Methodology
People keep asking me what "vibe coding" means. Fair question — it sounds like a meme. But it's the most productive way I've ever built software, and I think it's the future of how most software gets made.
What vibe coding is
Vibe coding is a development methodology where you describe what you want in natural language and let an AI coding assistant (in my case, Claude Code) write the implementation. You're the architect and product manager. The AI is the developer. You guide the direction, review the output, and course-correct when needed.
It's not "no code." You still need to understand code to review what the AI produces, debug issues, and make architectural decisions. But you're not writing the code yourself line by line. You're operating at a higher level of abstraction.
How it works in practice
Here's my typical flow:
- Describe the feature — "Add a blog page that lists published posts, sorted by date, with tag filtering and pagination"
- Review the plan — Claude Code outlines which files to create/modify, the component structure, and the data flow
- Watch it build — Claude Code writes the components, the API route, the database queries, and the styling
- Test and refine — I check the result in the browser, request adjustments ("make the cards wider, add a reading time estimate"), and iterate
- Ship — commit, push, deploy
A feature that would take me 4-6 hours of manual coding takes 30-60 minutes with vibe coding. And the code quality is consistently good — better than what I'd write at 2 AM trying to ship before a deadline.
Why it's fast
Three reasons:
- No context switching — I stay in the problem space (what should this do?) instead of bouncing between the problem space and the implementation space (how do I write this query?)
- Parallel exploration — Claude Code can try multiple approaches simultaneously. I describe the outcome, and it figures out the implementation path
- Accumulated context — with MemStack, Claude Code remembers my project conventions, tech stack, and preferences across sessions. It doesn't start from scratch every time
Common objections
"You don't learn anything" — I learn architecture, product thinking, and system design. I don't need to memorize API signatures when I have an AI that knows them all.
"The code quality must be terrible" — It's actually more consistent than hand-written code. Claude Code follows the same patterns every time. No late-night spaghetti code.
"What happens when the AI gets it wrong?" — I fix it, just like I'd fix a bug in my own code. The difference is that most of the code is correct on the first pass, so I'm debugging exceptions rather than writing everything from scratch.
"It's just a fad" — Maybe. But I've shipped 12 products in the last 6 months using this methodology. That's more than most teams ship in a year.
The MemStack connection
Vibe coding without persistent memory is painful. Every new session, you'd have to re-explain your project structure, conventions, and preferences. MemStack solves this by giving Claude Code long-term memory — skills, rules, and context that persist across sessions. It's the difference between working with a new contractor every day and working with a teammate who knows the codebase.
Who should try it
If you're a solo developer or small team building web applications, vibe coding will change your output. You need enough technical knowledge to review code and make architectural decisions, but you don't need to be a 10x developer writing everything by hand.
The era of typing every line of code yourself is ending. The developers who thrive in the next five years will be the ones who learn to direct AI effectively — not the ones who can type the fastest.