Why AI Apps Fail in Production (And How Google Solved It)
We are living in the golden age of the weekend AI side project. Thanks to vibe coding and LLMs, you can take a wild idea from a blank screen to a work…
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Как я автоматизировал превращение вайбкодерского PoC в production-ready MVP
Как я автоматизировал превращение вайбкодерского PoC в production-ready MVP За несколько часов с помощью AI можно собрать работающий PoC: интерфейс от…
Your AI Coding Assistant Has No Memory of Why
A pull request lands. Two approvals, tests green, CI blue. It ships on a Tuesday. Three weeks later there's an incident. Somebody opens the file and f…
AI keeps speccing my projects on pre-AI timelines
Ahnii! You sit down to spec a new feature with Claude Code or whichever assistant. You describe the surface, the constraints, the slices you want it b…
What a Vibe Coding Security Scanner Can (and Cannot) Tell You
AI-assisted builders can take an idea from prompt to production in a weekend. That speed is useful, but it also compresses the part of the process whe…
Почему у тебя не получится завайбкодить игру за час? Рассказываю на своем опыте
Всем привет! Меня зовут Саша, и я ML‑инженер. Современная разработка ML‑пайплайнов это уже давно не только обучение моделей. Хороший ML‑инженер, …
Can a "Vibe Coder" Maintain an App? The Hidden Cost of AI Technical Debt
We have all seen the videos. A creator sits in front of a webcam, types a single sentence into a prompt bar: Build me a beautiful dashboard for an e-l…
I submitted a real PR to a Brazilian open source project — live, using AI as my right hand
Last Saturday, at the AWS Community Day Brasília, I ran a workshop that combined two things I'm passionate about: open source contribution and AI-powe…
Почему вайб‑кодер враг бизнеса: 20 лет в SEO и сайтах показали, что открывается — значит работает, убивает проекты
Занимаясь сайтами и SEO уже 20 лет научился отличать "всё готово" от "всё поломано" по первому скриншоту. О каких проблемах я говорю? 1. Илл…
Статический Арбитраж с нуля: как без навыков программирования написать бота и зарабатывать на неэффективностях рынка
Арбитраж — это заработок на временных расхождениях цен связанных активов. Разберём стратегию Pairs Trading на фьючерсах природного газа: найдем пару, …
Как Fable 5 помог написать аналог Vanessa для AI-агента в 1С
Эта статья про то, как работая над продуктом “AI для 1С” (комплексная AI-система для аналитиков и разработчиков 1С), я сначала прикрутил Vanessa Autom…
I Scanned 5 Real Vibe-Coded Apps With a Security Scanner — Here's What I Found
I've been building VibeSafe — a security scanner specifically for AI-generated code. So I decided to put it to work on real apps. I grabbed 5 vibe-cod…
Anthropic будит бога по ночам. Или почему разработчиков заставляют выбирать между здоровьем и рабочим кодом
Наступает 3 часа ночи. Я уже на грани истощения, запускаю абсолютно тот же самый запрос без изменений. И бам! Будто тумблер переключили. Внезапно я об…
Как я навайбкодил игру и выпустил ее на Яндекс Игры
Все началось с того, что моя жена залипла в мобильную казуальную игру, где нужно было объединять три одинаковых цветка в вазе, чтобы ваза «взорвалась»…
EzLang - a small systems language I built in a month with AI
Repo: https://github.com/ZYF93/EzLang I spent the last month building a small programming language called EzLang. It is an expression-oriented systems…
I run a 28,000-file codebase solo with four different AI agents.
Let me paint a picture of true solo developer chaos. It’s 2 AM. You tell Agent A to refactor your database schema. While it’s running in the backgroun…
Hardening a Replit AI MVP for Production
A vibe-coded Replit app can survive a demo. Production asks different questions. What happens when two users hit the same endpoint? Can one user read …
I watched an AI agent refactor 14 files, fix failing tests, and open a PR, while I was in a meeting. Here's what that actually means for us.
It was a Tuesday afternoon in March 2026. A senior engineer, let's call her Priya, was three slides into a quarterly planning meeting when her phone b…
Devlog #1: Building NYN — A Productivity Tool That Does Less
Hi everyone, This is my first post on Dev-Community and the start of a devlog for my first startup, NYN. A little bit about me: I’m not an experienced…
From Vibe Coding to Spec-Driven Development: My Two-Agent Workflow with Claude Code and Codex
TL;DR. Vibe coding is fine for prototypes. For complex production work I write a spec first, then run two agents in tandem: Claude Code as the builder…
Vibe Coding Has Changed the Definition of Software Development. Here's What Still Hasn't Changed.
A few years ago, asking someone if they were a software developer had a straightforward answer. Developers wrote code. They learned programming langua…
I Made My Terminal 7.5x Faster by Deleting the Tools Everyone Tells You to Install
My shell took 2 seconds to start. Then I realized an AI agent was paying that tax hundreds of times a day. For fifteen years the advice was settled: i…
Как я прошёл путь от «сам быстрее напишу» до своего фреймворка для агентной разработки
Когда я пытался делегировать ИИ-агентам написание кода для рабочих задач, то быстро наступил на все возможные грабли. В итоге на ревью и исправление о…
The 8 most common traces AI-generated code leaves in production (and how to find them in 10 seconds)
AI coding assistants ship working code fast. But "working" and "production-ready" are two very different things. I run a small dev shop in Berlin, and…
" I Can Tell Within 5 Minutes Whether Someone Is Using AI as an Engineer or as a Gambler "
The engineer starts with architecture. The gambler starts with a prompt. I have been both. And I have watched enough codebases collapse under the weig…
The Death of the God Model: Why True AGI Requires a Split Brain Architecture
TL;DR: The AI industry's pursuit of a single, omnipotent "God Model" is a dead end. Due to the mathematical paradoxes of RLHF and alignment, models ar…
From vibe coding to clear thinking: what non-technical builders need in the age of AI
Over the past few months, I’ve increasingly noticed something through my network: more people from non-technical backgrounds are building software as …
The Zero-Drift API Series: Stop Trusting a Green Build You Can't Explain
The Zero-Drift API Series Stop Trusting a Green Build You Can't Explain There is a specific kind of production incident that hurts more than the other…
Vibe Coding Explained: What It Is, Best Tools, and How to Start in 2026
On February 2, 2025, Andrej Karpathy coined the term "vibe coding" - a style of development where you describe what you want in plain English, the AI …
When Vibe Coding Stops Working
Vibe coding is real, useful, and produces working software. It is also, past a certain point, a way of generating a mess faster than any one person ca…