Architecture

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…

Vibe Thinking - The PM Who Writes Requirements That an AI Can Actually Use

The dev team is moving fast. Requirements come in, developers build quickly, and then the demo happens. The outcome isn't what was wanted. The brief w…

Vibe Coding vs. Real Coding: Why Both Are Wrong (and Right)

The debate is loud. The takes are bad. Here’s the balanced version. - The coding world is split right now. Camp A: “Vibe coding isn’t real programming…

Vibe Coding Meets Spec-Driven Development: The Best of Both Worlds

Stop choosing between speed and structure, you don't have to. The Tension Every Developer Feels If you've been coding with AI assistants lately, you'v…

Vibe Coding vs. System Architecture: Why "It Works" is Not the Same as "It Scales"

Posted on Nov 18, 2025 2 min read 🤖 AI summary: This piece distinguishes between the immediate gratification of "vibe coding" and the necessity of rob…

Stop Prompting. Start Specifying: How Spec-Driven Development Fixes AI Coding

TL;DR: AI coding fails because context is temporary and intent is vague. OpenSpec introduces spec-driven development (SDD)—a lightweight framework tha…

Vibe Thinking - The Developer Who Codes at the Speed of Thought

The team's AI coding tools are live. First week - output is genuinely impressive. PR count is up. Everyone's excited. At the sprint review, the board …

Building PROTO RECON — From Vague Idea to a Browser-Based Tactical HUD

Introduction This post walks through how PROTO RECON — an experimental app that combines phone sensors with in-browser ML — evolved from pre-coding re…

I Asked the Top 6 AI Chatbots to Sell Me on Themselves - Then Asked Each One Who Came Second

A vibe coder's unscientific, completely honest experiment I run a beginner coding site called gregthevibecoder.com . The whole philosophy is simple: c…

От идеи до работающего Android-приложения: мой опыт vibe-кодинга для реального pet-проекта

По профессии я руководитель в ИТ. Когда-то давно кодил на Basic, Pascal и Delphi (диплом писал на нём же). Но с тех пор много воды утекло, и за соврем…

I've Changed My Opinion On Vibe Coding

I used to be pretty skeptical of vibe coding. Watching people ship apps without understanding a single line of what was generated always felt like a d…

AI proposed 5 components for my parallel system. After walking one scenario, only 3 were real.

TL;DR — AI loves to design "enterprise-grade" systems for you: message queue, distributed lock, state machine service, scheduler, monitoring bus. Half…

Everyone is vibe coding but nobody is maintaining the vibe code.

Six months after the AI-generated prototype ships to production, the engineer who wrote zero of it is on call at 3 AM trying to understand it. Vibe co…

D-AI-Y -- A  Hot Take

In the same way that home DIY is different from hiring a professional tradesperson, D-AI-Y is different from professional AI development. Both have va…

What we learned using AI agents to refactor a monolith

The Final Boss of Code Is the Future of Vibe Coding

A respectful response to everyone who thinks AI-assisted programming is just laziness with extra steps. There is a programming language so hostile to …

Open Source Launch: DocCenter — A Cure for HTML Document Sprawl in the AI Era

python aiohttp opensource ai-tools frontend tooling claude chatgpt productivity Tags : Suggested platforms : dev.to (best DX) · Hashnode (custom domai…

Beyond the Vibe: Why “Secure by Default” is the Only Way to Build in 2026

Beyond the Vibe: Why "Secure by Default" is the Only Way to Build in 2026 We’ve all been there. You’re trying to complete a simple task—in my case, re…

How I Built VoteWise in 48 Hours Using Google Antigravity + Gemini AI

A civic education app for Indian voters — built entirely through prompts for PromptWars Virtual Hackathon The Problem Every election cycle in India, m…

Vibe Coding: Are We Building Faster or Just Building Bigger Messes?

Hanzla Baig Follow Front-end dev & Founder at TheBitForge. I ship clean UI with HTML, CSS, JS, and a splash of Java—building fast, accessible web …