Architecture

I Burned My £20 Cursor Budget on Opus 5 (And All I Got Was 44 Files of Absolute Garbage)

So, I decided to do a little experiment. With Opus 5 just launched, I set it loose on a pretty deep, open-ended task: scan the landscape, dig into nic…

Vibe Coding Won't Kill Developers. It'll Kill the Middle.

When good cameras got cheap, everyone predicted the death of professional photography. The prediction landed wrong. The low end died outright: stock l…

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…

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…

ZTA: Zero Token Architecture

From vibe-coded to shippable: a playbook

Ahnii! There's a lot of energy right now spent bashing vibe coding. I think most of it is aimed at the wrong target. The MVP you stand up with AI does…

The Rise of Koshary Code

If you've ever visited Egypt, you've probably heard of Koshary. It's one of the country's most famous dishes. Rice. Pasta. Lentils. Chickpeas. Tomato …

Why I Choose Lovable for Building Full-Stack Applications with AI

Why I Choose Lovable for Building Full-Stack Applications with AI Over the last year, AI-assisted software development has evolved from generating cod…

1038 баллов на Hacker News собрал пост про отказ от AI-кодинга. У меня была та же ночь, но другой вывод

9 мая пост «I’m going back to writing code by hand» набрал на Hacker News 1038 баллов и 617 комментариев. Автор семь месяцев вайб-кодил Kubernetes-даш…

Are coding agents hitting a wall? We are building a visual developer agent and want your feedback.

Most developer agents today operate entirely in a sandbox or via text-based CLI. They are excellent at writing isolated functions, but they are comple…

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…

Vibe Coding Is Not Software Development — And It's Starting to Show

A few weeks ago, a colleague came to me excited about a side project he'd been building. He'd been using Claude to generate the entire codebase — no p…

Когда контекстное окно кончается, а проект — нет

Браузерная игра на 114 тысяч строк, целиком написанная с помощью нейросетей за три недели. Не про то, что ИИ умеет код, а про то, что удерживает больш…

How to Ship Your First App Using Vibe Coding in a Weekend

You describe what you want in plain English. The AI writes the code. You ship by Sunday. That is the pitch behind vibe coding, and after shipping a gr…

Stop Vibing. Start Understanding.

Stop Vibing. Start Understanding. Over the last few years, AI has changed how developers write code. Today, you can describe an application in plain E…

Why Are We Still Writing Code When No One Is Going to Read It?

One of the oldest axioms of software engineering is that code is written primarily for humans to read, and only secondarily for machines to execute. C…

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…

Democratizing professional cloud infrastructure

Published June 17, 2026 by gyorgy The cloud the serious companies use is closer than you think. You can build almost anything now. You describe what y…

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…

Building a persistent cognitive architecture for LLM agents using Elixir and OTP

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 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 …

Vibe Coding Survival Guide for Solo Developers in 2026

This article was originally published on aicoderscope.com In early 2023, Andrej Karpathy coined the term "vibe coding" to describe a new mode of softw…

Have Antigravity review prompts update themselves when your codebase changes

I built a self-improving and healing workflow for Antigravity 2.0 where your AI review prompts update themselves based on your actual codebase. No mor…

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 …

Should You Vibe Code Your SaaS Starter or Just Buy One?

It's 2026 and AI coding tools have made everyone feel like a 10x engineer. Cursor writes your components. Claude Code refactors your whole codebase be…