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
Guides
AI guides
Step by step: putting AI to work in your code, job and business.
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
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
Prompt engineeringsoonAI in marketing: 10 prompts that save a day of work
Ready-made patterns for briefs, posts and competitor analysis. Copy and use.
6 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
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 IDEssoonCursor in Polish: first week
Setup, commands, best extensions. Everything you need to start.
12 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