Name: Belitsoft
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Agentiс AI & Vibe Coding blog

Google Makes Gemma 4 Up to 3x Faster Locally

Google updates Gemma models to make AI generation significantly faster.

Dmitry Baraishuk • 4 min read

Amazon Holds Mandatory Meeting After Vibe-Code Triggered Major Outages

A trend of GenAI-assisted (vibe-coded) changes triggered major outages at Amazon's ecommerce business, followed by a meeting on March 10, 2026, where engineers were summoned to attend by a top executive. According to leaked internal Amazon documents and employee testimonies, the meeting's agenda cited a trend of incidents and unsafe practices with a high blast radius and listed novel GenAI usage, for which best practices and safeguards are not yet fully established, as a "contributing" factor (can be traced back to code developed by generative AI).

Dmitry Baraishuk • 5 min read

How Exactly Professional Software Developers Use AI Coding Agents

As AI agentic coding tools have improved, more and more professional developers are reporting that they feel happier when agents (Cursor, Claude Code, etc.) complete their tasks successfully and save them time. When the AI-generated solutions are correct and usable, developers enjoy working with agents more than without. Many say that agents have made coding fun again, because they can finally resume work they previously lacked the energy or time to do, and they are experiencing less stress. Software developers and data analysts with over a decade of experience are increasingly saying they will never go back to coding by hand, because "that ship has sailed". Some developers even claim their productivity has increased ten-fold. But how exactly do professional software developers use and control AI agents? This question was the focus of research presented in the paper "Professional Software Developers Don't Vibe, They Control: AI Agent Use for Coding".

Alexander Kom • 4 min read

Agentic AI Coding: What Still Remains Expensive Amid a 90% Drop in Costs

If a problem can be reduced to something solvable by simple code, an AI assistant can deliver the solution very quickly. However, reducing a complex problem to one solvable by simple code s

Alexander Kom • 10 min read

Vibe-Coding Limits No One Can Avoid: Cleanup Specialists On Rise

AI writes code fast, but the code usually has bugs. Company employees can't fix these problems themselves. So they hire outside experts to clean it up. After that, you need real programmers.

Alexander Kom • 5 min read

Belitsoft Reports Rise in Vibe Coding Cleanup Requests

AI-assisted coding uses large language models to translate natural language prompts into code. Automating repetitive and boilerplate tasks shortens development cycles and reduces labor costs. However, companies are increasingly turning to specialized firms like Belitsoft to rescue AI-generated codebases that lack proper architecture and security safeguards, reflecting growing pains in the rapidly expanding vibe coding market. Why is this cleanup crisis happening when vibe coding technology itself works well? Companies are treating AI coding as a magic solution that anyone can use, when it actually requires senior-level expertise to guide it properly. As more companies realize their internal teams lack the expertise to use AI coding effectively, they are outsourcing to professional software firms that have mastered the methodology and can reduce previously high development costs for clients.

Alexander Kom • 14 min read

Lovable grows to $1.8 B valuation despite security issues

Lovable is a Stockholm-based artificial intelligence startup established in 2023. Although only two years old, the company has moved quickly from formation to product launch and now to a significant growth stage fundraising.

Dmitry Baraishuk • 5 min read

Enterprise Vibe Coding vs SaaS

As more companies use generative AI tools to let non-programming staff create internal applications, many narrow SaaS products that charge per user can be replaced with solutions built in house.

Dmitry Baraishuk • 6 min read

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