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…
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Horizontal Scaling Series — Part 1: MinIO and Shared Object Storage
When we horizontally scale an application, adding more instances is only part of the solution. We also need to consider where the application stores…
System Design for Beginners: Vertical Scaling vs Horizontal Scaling
If you are preparing for software engineering interviews, you have probably heard the term System Design many times. But what does it actually mean?…
Assistant Draws and Builds Itself: Metacognition and the Emergence of Its Own Intent
part 1: How I Built a Personal Assistant with the Hardware I Already Had part 2: Assistant gets a personality: memory, dreaming and self-expression…
The Price Updated. Inventory Didn’t: Why Seller Portals Lose the Truth Between Systems
A seller portal becomes useful when it shows what each platform has actually done, where an operation stopped, and what the team can do next A manag…
Last-Write-Wins Is Not a Sync Strategy: Handling Conflicts in Offline-First Mobile Apps
Quick Answer: Offline sync conflicts happen when two devices edit the same record before either has synced. Last-write-wins is the default fix, but…
Меня заставили использовать OpenSpec
За мной пришли. Ещё совсем недавно, где-то год назад, компания, в которой я работаю, начала "мотивировать" всех разработчиков использовать AI, буква…
How to Animate iOS Widgets: The Native Alternative to Lottie, Rive, GIF, PNG Sequences, and Third-Party SDKs
The motion design industry is accustomed to relying on established formats: Lottie, Rive, video, or frame sequences (PNG/GIF). However, when attempt…
Optimizing Pull Request Reviews: Balancing Code Volume and Efficiency in AI-Assisted Development
Introduction The rise of AI-assisted development has unleashed a torrent of code, transforming the once-manageable pull request (PR) into a sprawlin…
Remote & Hybrid Work Security: What Small Businesses in New Mexico Get Wrong
If you're the developer, freelancer, or "computer person" at a small business, you probably also became the IT department. Remote and hybrid work ma…
Can DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?
A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use DeepSeek 4.1 Flash, paying per token instead? So…
What AI says vs. What AI does is not equivalent
What you receive might be Functional Just because something is functional doesn't mean it is inherently correct. We all have tried this before and m…
Особенности агентской разработки ПО, обеспечивающей соответствие замыслу и требованиям
Больше тридцати лет я строю процессы в бизнесах разного масштаба — от компаний на два человека до компаний на несколько тысяч. Последние полтора год…
Mindset is everything.
As developers, we spend a lot of time fixing things that don’t work. A bug breaks production. An API returns an unexpected response. A feature takes…
Jev vs LLMs: Why AI Agents May Need a Decision Layer
Jev vs LLMs: Why AI Agents May Need a Decision Layer Here's an uncomfortable pattern in modern AI applications: User input ↓ LLM ↓ generated text ↓…
AI Tools Used in Modern Software Development
AI Tools Used in Modern Software Development AI is no longer just a tool for generating code. It is becoming part of the entire software development…
Your AI Model Isn’t Limited. Your Request Is. So I used jev to fix it.
A prompt sent to an AI is a snapshot of what you know at the exact moment you type it. That sounds obvious, but it carries a consequence people rare…
Beyond Bigger Models: Toward a Modular Cognitive Architecture
Beyond Bigger Models: Toward a Modular Cognitive Architecture From Exception-Driven Reasoning to AI Systems That May Eventually Design Their Success…
Building a Real Android Development Loop on an ARM64 Phone with Ternux + ADT
What if your Android phone could be more than the device you build for? What if it could also be the Linux development environment you build on, whi…
AI era
I have recently been coding using Claude Code* in my Java development tasks for few months. I have some general thoughts to share. Uneven distributi…
Vibe Coding Isn't the Problem. Calling It Engineering Is
Let's Address the Elephant in the Room Again Vibe coding has always been a weird topic to talk about. Lately it's gotten even weirder. Say "vibe cod…
Aletheia: What If AI Stopped Trying to Be Your Answer?
We taught machines to predict what humans say. We taught them to summarize knowledge, generate code, write essays, recommend products, imitate exper…
AI: Find your way
Software engineering has entered a new phase — and it’s no exaggeration to say the community is on fire. The rise of LLMs has dramatically increased…
Four Frontier Models in Four Days: Your Single-Provider Setup Is Now a Liability
Four frontier releases in four days. Then the APIs went down — all of them, at once. The release sequence. Claude Fable 5.1 (9/2), Gemini 3.8 Flash…
Introducing Flame IDE 🔥: Multiple Projects, Parallel Branches, and AI Agents in One Workspace
Hi DEV! 👋 I’m the developer behind Flame IDE , a free desktop IDE for macOS, Windows, and Linux. I built Flame to bring my everyday development work…
Building Galactic Idle: Our First Public Balancing Pass
We recently released the first public build of Galactic Idle , a browser-based sci-fi strategy game about resource management, research, fleets, and…
AI Reads Your Codebase. Then It Forgets Everything.
AI Reads the Code. How Do We Keep What It Learns? “Move email delivery to a shared asynchronous queue.” The request fits in a sentence. The understa…
Кто взломает ваш пайплайн? Моделирование угроз, о которых все забывают. Часть 1
Представьте, что вы построили неприступную крепость. Стены из титана, рвы с акулами, а стража проходит проверку на полиграфе. Звучит надежно? Да. То…
context.Context в Go. Суть и частые ошибки
Привет, Хабр! Сегодня поговорим о контексте: о его тонкостях и ошибках, которые возникают при его использовании. Читать далее
Four Releases in Four Days: Why Model Selection Is Now a Full-Time Job
Tuesday: Claude Fable 5.1. Wednesday morning: Gemini 3.8 Flash, plus a "Cyber" security variant. Wednesday afternoon: Meta's Muse Spark 1.3. Thursda…