Vibecoding5 vibecoding anti-patterns that wreck a project
No spec, unread code, zero tests, context rot and mega-prompts. Five mistakes and how to avoid them.
7 min
Redakcja vibecoding.pl
Editorial team
We cover vibe coding and practical AI in Polish: news, guides and reviews.
Posts by this author
Vibecoding
Vibe engineeringSystem architecture with AI agents
Steering AI agents at the system level: module contracts, boundaries, and what stays with the human.
9 min
AI IDEsCursor vs Windsurf in 2026: which AI IDE to choose
Two VS Code forks, two temperaments. Agent mode, context, pricing and a verdict on which to pick.
8 min
Prompt engineering7 prompt patterns for generating code
Spec-first, few-shot, test-first and four more patterns, each with an example code prompt.
7 min
AI IDEsThe best AI IDEs in 2026: a ranking of 6 editors
Cursor, Windsurf, Zed, Trae, Aider and Copilot in VS Code. Strengths, pricing and who each suits.
8 min
Prompt engineeringChain-of-thought vs structured outputs: when to use which
When you need reasoning and when you need rigid JSON. The tension, the costs and a decision guide.
7 min
AI IDEsZed with AI: a fast editor for people fleeing VS Code
A Rust editor from the Atom team: speed, agent mode, downsides and who should switch.
7 min
Prompt engineeringPrompt engineering for beginners: from zero to prompts that work
What a prompt is, the anatomy of a good one, common mistakes and a simple routine to improve.
7 min
VibecodingVibecoding for non-coders: build an app with (almost) no code
How a non-technical person can build a working app by talking to AI, without the hype.
7 min
VibecodingWhat is vibecoding in 2026: definition, tools, anti-patterns
A definition of vibecoding, the tool stack, and five anti-patterns that wreck projects.
8 min
Vibe engineeringTesterArmy: what it is, and how to plug it into your vibecoding loop
Cloud QA agent built by three Polish ex-Callstack engineers. CLI, REST API, GitHub App: five integration patterns for Claude Code and Cursor.
11 min
VibecodingIs AI code secure? Vibecoding and security
AI code is neither secure nor insecure, it is unverified. The real risk classes and a checklist.
7 min
Vibe engineeringSpec-driven development with AI: spec first, code second
Write the spec, let the agent implement. Why a written spec beats prompting from memory.
7 min
VibecodingVibecoding vs traditional programming: 7 workflow differences
Where writing code ends and steering an agent begins. Seven real differences.
7 min
Vibe engineeringCode review in the age of agents: who reviews AI code
Two reviews: the agent catches style and types, the human catches the misread domain.
9 min
AI companiesOpenAI vs Anthropic in 2026: who is winning the model race
Philosophies, models, ecosystem and pricing. No winner crowned, just who fits which use case.
9 min
AI companiesThe map of AI companies in 2026: who builds what
Seven AI companies that matter in 2026: closed frontiers vs open weights, US, Europe and China.
11 min
VibecodingYour first vibecoding project: a 12-step checklist before you open Cursor
Before your first prompt: repo, context, tests and a plan. Twelve steps.
6 min
Vibe engineeringVibe engineering: how it differs from vibecoding and when it makes sense
Vibecoding at the system level: when loose prototyping gives way to discipline.
7 min
AI companiesPolish AI companies worth knowing in 2026
A map of the Polish AI scene: voice, robotics, dev tools, healthtech and analytics.
7 min
Vibe engineeringHow to keep code quality in vibe engineering: 5 practices
Five practices that hold quality when an agent writes most of the code.
6 min
AI music generation (Suno, Udio)Suno: how to make music with AI (a beginner’s guide)
A hands-on guide to Suno: style prompts, lyrics, regenerating, stems, and where AI fits next to a DAW.
9 min
AI music generation (Suno, Udio)Suno vs Udio: which AI music tool to choose
Suno or Udio? We compare sound, vocals, editing, stems and licensing to help creators choose.
6 min
AI music generation (Suno, Udio)AI music and copyright: who owns it?
Can Suno/Udio output be copyrighted? Terms vs statute, the risks, and a creator checklist.
8 min
AI video generationAI video generation in 2026: a tools overview
Sora, Runway, Veo, Kling, Pika and Luma. Strengths, clip length, control, pricing and what to pick for what.
8 min
AI video generationSora: how to start making AI video
Access, prompt anatomy, clip length, remix and common failure modes. A practical start with Sora.
6 min
AI video generationAI video in a real editing workflow
Fitting AI clips into an edit: b-roll, upscaling, dubbing, color matching and a pipeline for a 60-second promo.
8 min
AI photo generationAI image generation in 2026: a tools overview
Midjourney, DALL-E, Flux, Stable Diffusion, Firefly and Ideogram. Realism, control, licensing and pricing.
7 min
AI photo generationMidjourney: a prompt guide
Prompt anatomy, parameters, sref and cref, consistent characters and fixing hands. A hands-on guide.
8 min
AI photo generationAI images: licensing and commercial use
Who owns it, what terms and law say, lawsuit risks and a checklist before a paid campaign. Not legal advice.
7 min
Skills for AI jobsAI skills for the 2026 job market
What actually gets hired: working with agents, RAG, evals and judgment. What is commoditizing and how to catch up.
8 min
Skills for AI jobsThe AI engineer portfolio: what to show
Four project archetypes that signal real skill, READMEs with decisions, evals and the anti-patterns to avoid.
7 min
Skills for AI jobsWill AI take programmers’ jobs?
What AI really automates, what it does not, and how to shift from writing code to directing and reviewing.
8 min
Agents & workflowsAI agents: an introduction
What an agent is (LLM plus tools plus loop plus memory), the action loop, MCP and when to reach for one.
9 min
Agents & workflowsClaude Code vs Cursor Composer
Terminal agent vs in-editor: multi-file edits, context, autonomy and a verdict on which to pick for what.
7 min
Agents & workflowsHow to build your own AI agent
Model and SDK, tool definitions, the loop, memory, MCP, evals and deployment. Example: a GitHub issue-triage agent.
8 min