Vibe engineering★ featured
TesterArmy: 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
news · reviews · prompts · community
The Polish
vibe coding scene.
Model news, 40+ AI tool reviews, prompts and a weekly newsletter. Plus a community of developers building with AI 24/7.
- 40+ AI tool reviews
- weekly newsletter
- community 24/7 in Polish
01Latest
5 vibecoding anti-patterns that wreck a project
Vibecoding · 7 min
System architecture with AI agents
Vibe engineering · 9 min
Week in review: AI models, tools and releases
AI companies · 5 min · soon
Cursor vs Windsurf in 2026: which AI IDE to choose
AI IDEs · 8 min
7 prompt patterns for generating code
Prompt engineering · 7 min
Map of Polish AI startups 2026
AI companies · 9 min · soon
02AI news
What's new in AI
> see allDaily news on AI models, tools and companies, with vibe coding front and center.
AI companiessoonWeek in review: AI models, tools and releases
The biggest things that happened in AI this week, summed up in five minutes.
5 min
AI companiessoonMap of Polish AI startups 2026
Who builds what in Poland: from voice and robotics to developer tooling.
9 min
AI companiessoonAnthropic vs OpenAI 2026: who wins enterprise
Models, pricing, tooling ecosystem. Where enterprise budgets actually go.
8 min
03Guides
AI guides
> see allStep by step: putting AI to work in your code, job and business.
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
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
04AI companies
Polish companies building AI
> full directoryFrom voice and robotics to developer tooling: a map of the Polish AI scene in one place.
05Events
Upcoming events
> all events- 24Sep
AI Dev Summit (online)
Online · September 24, 2026
A one-day online summit on agentic workflows and AI dev tooling.
- 19Oct
PyData Warsaw 2026
Warszawa · October 19, 2026
Data science and LLMs in practice: hands-on workshops and practitioner talks.
- 06Nov
ML in PL 2026
Warszawa · November 6, 2026
A community machine-learning conference with a strong research track.
06Video
Video
> see allTutorials, demos and video talks about AI tools.
AI IDEssoonCursor in 10 minutes: full setup walkthrough
From install to your first agent project. A step-by-step video.
10 min
Agents & workflowssoonClaude Code: 12 techniques, live
Subagents, hooks, skills and MCP in a real repo. A recorded session.
14 min
every Thursday, one email
Weekly newsletter
New models, benchmarks, releases and prompts straight to your inbox. Condensed to five minutes. No spam.
online now
Join the community
Developers building with AI in Polish. Daily threads on Cursor, Claude Code and Bolt. Real-time help, night sessions and live demos.