DevOps

10 Developer Tools That Make Vibe-Coded Apps Less Fragile

Vibe coding gets you to a working demo quickly. The problems arrive after that: a leaked key, a dependency that changed under you, a test that never…

An AI-Assisted Development Methodology, Earned from Real Incidents

This document is a methodology for building software with AI assistance, compiled from the rules that survived real use on a production data platfor…

Vibe Coding Hasn't Won. The Industry Is Misreading Its Own Data.

Originally published at zalcro.ai/guides/vibe-coding-hasnt-won The most repeated statistic in software development right now is that 84% of develope…

Когда автоматические проверки говорят неправду: пять случаев из проекта, который пишут ИИ‑агенты

Я не программист. По крайней мере, несмотря на то, что в 2010 году я закончил «Прикладную информатику в менеджменте» (…

LostNet — The Neighborhood Lost & Found with Gravitational Resonance & Real-World Handovers

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I Built LostNet is a real-time, map-first neighborhood Los…

Вайбкодинг и DevOps.Начало

Откройте любой чат с современной нейросетью и напишите: «Сделай мне production-ready Kubernetes-кластер». Если вам повезёт, AI нарисует вам нескольк…

My side project cost $1,278 in tokens. I built a tool to find out where it went.

Quick question. Your last vibe coded project. How long did it take you, and what did it cost? Not "about a week". Not "I'm on the Max plan so, nothi…

I built a dashboard to run my job search

Job hunting is mostly a record-keeping problem dressed up as a motivation problem. Early on I would send out twenty applications and then have no id…

AI Agents Push Humans Out of the Loop

Abstract: AI agents pose significant risks as they are granted increasing autonomy. A commonly proposed solution is human oversight and keeping a ''…

Vibe Was Never the Problem: The Missing Half of Vibe Coding

TL;DR: A vibe is compressed experience: pattern recognition that shows up as a feeling before it shows up as an explanation. It's one of the oldest…

I Built a Claude Code Plugin That Audits Vibe-Coded Apps for Production Readiness

I Built a Claude Code Plugin That Audits Vibe-Coded Apps for Production Readiness Vibe coding got us shipping in hours. Then the launches started br…

Secure VMs for Kubernetes: Hardening Kata containers

Gemini 3.8 Flash Surprised Me: The Agent Understood It Wasn't Alone in the Repository

It wasn't a spectacular algorithm. It wasn't a benchmark-style reasoning puzzle. It was something arguably more important for production agentic eng…

Understanding Things Anyway

I’ve been noticing something weird lately. Not with AI itself. AI is obviously getting better: the models are getting better, the tooling is getting…

Vibe Engineering: From Prompt-and-Pray to Controlled Ingenuity

Engineering Philosophy · AI-First Development Vibe Engineering: From Prompt-and-Pray to Controlled Ingenuity Vibe coding gave us a superpower. Then…

Building Achintisalive: A Socratic AI Tutor for Secure Coding 🛡️💡

If you’ve ever spent hours participating in competitive programming challenges or working through cybersecurity learning tracks, you know the frustr…

10 Things I Learned Building With AI as a Non-Developer

The hard part turned out not to be writing code. It was learning what to trust, what to test, and when to stop. I’m not a traditional developer. I d…

I Let AI Write My Code — Here Are 10 Things I Never Let It Do Without Checking

I Let AI Write My Code — Here Are 10 Things I Never Let It Do Without Checking AI writes a lot of my code now. It helps me: generate components writ…

Building a Client-Side N-gram Utility for Text Structure and Phrase Audit

Hey DEV community! 👋 When writing technical documentation, user guides, or long-form informational articles, maintaining a clear and engaging readin…

Wild AI-related reliability incidents are coming

Enterprise vibe coding: the governance framework for shipping AI-generated apps to production

Enterprise vibe coding: the governance framework for shipping AI-generated apps to production Published: August 22, 2026 Category: Enterprise · AI D…

Foodwars: Battle of the Comfort Foods

What if deciding what to eat felt as exciting as winning a championship? It's 2 AM. You're hungry. You open your favorite food delivery app, convinc…

We scanned a bunch of vibe-coded repos. Here's what showed up every time.

We know AI builds fast. We also know that things happen inside the AI black box that no one plans or intends. We set out to open the box and look at…

So, I Vibe Coded A Way Out, Again.

A while ago I wrote an article asking When Is 100% Vibe Coding OK? . My conclusion was that it works when the human already owns the invariants. If…

An open-source, modular CMS for developers and AI-assisted/vibe-coded websites.

For years, the CMS ecosystem has largely followed the same formula. Install a CMS. Choose a theme. Install plugins. Customize some templates. Add an…

Improving system safety with Temporal Logic of Actions (TLA+)

Open Canvas: A Free Open Source Infinite Canvas for Storyboarding, Film Planning and Visual Thinking

Most creative projects do not begin with a perfectly organized document. They begin with scattered ideas. A reference image here. A camera angle the…

Share Your Localhost With Anyone Using Cloudflare Tunnel

Vibe-coding memes aside, it is genuinely a thing We all might have faced. You're building something locally, someone asks to see it or you want to a…

The Promise None of Them Kept

How Compiler Explorer Runs on AWS in 2026