AI for Reports and Data: An Alternative to Vibe Coding
A new piece on vibe coding hits the mark: the problem isn't AI, it's the habit of solving every task by generating an app. The author illustrates this with the launch of a school magazine: instead of a homegrown CMS, he built a WordPress project with Claude Code, 12 mu-plugins and basic infrastructure in a couple of evenings. The core idea is simple: AI is more useful as a multitool for picking the shortest path than as an excuse to write code where a ready-made platform will do.
AI-processed from Habr AI; edited by Hamidun News
A column has appeared on Habr about using AI for reports: the author explains why a neural network is worth using not only for vibe coding, but also for assembling data with formulas and structure.
What is vibe coding?
It means using neural networks to write code automatically, with the AI generating program code from a description of the task.
How can businesses use AI beyond coding?
Instead of building a full application, it is often enough to ask the AI to put together an Excel file with formulas and a clear structure for a data report. That is a more practical and maintainable solution.
When should you use AI instead of vibe coding?
When you need a more practical and maintainable path. For example, for a data report, it is enough to ask the neural network to assemble an Excel file with formulas and a clear structure.
- Nov 1, 2026Local models lose to Opus and Codex: 0.21 on a MacBook versus 1.00 for Codex
- Nov 1, 2026Kimi scores 96.2% on a 1C database analytics test and emerges as a fallback if Claude access is blocked
- Nov 1, 2026OpenAI Rewrites GPT Behavior Rules: Five Values and a Chain of Command
- Oct 31, 2026Author puts his script before an AI jury: the verdict cost 850 thousand tokens
Key Questions Answered
What is vibe coding?
It means using neural networks to write code automatically, with the AI generating program code from a description of the task.
How can businesses use AI beyond coding?
Instead of building a full application, it is often enough to ask the AI to put together an Excel file with formulas and a clear structure for a data report. That is a more practical and maintainable solution.
When should you use AI instead of vibe coding?
When you need a more practical and maintainable path. For example, for a data report, it is enough to ask the neural network to assemble an Excel file with formulas and a clear structure.
Build & Ship Production AI Agents Without Boilerplate Code
Start your free 72-hour trial at Hamidun Academy (academy.hamidun.com) — interactive lessons on Claude Code & Cursor, live Tech Radar, and production agent templates.
The AI world, distilled — once a week
Seven stories that actually mattered, hand-picked. No noise, no reposts, no press releases.
Done! Check your inbox for a confirmation.