Ukrainian Knowledge Base

AI and Vibe Coding materials

AI news, community projects, practical guides, and tools. Choose a section or find material by title.

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NEW ON SITE · OUR PROJECT · 18+

Mia - AI girl in Ukrainian

A bit of surzhyk, humor, and flirtation. Meet our anime companion and learn how her memory and free chat work.

Meet Mia →
Mia plays on Switch
VIBE JAM · 500 UAH PRIZE

Create a game you'll want to play again

AI-powered 2D browser games from our community. Play, vote, or add your own game via file or link.

Terms and submission →

AI news

Announcements, fact-checking viral stories, and explanations of what has changed.

Mia explores digital security
GOOGLE · 28.10.2026

Google Gemini 4 Carbon: capabilities, pricing and availability

Google announced Carbon: access, pricing, benchmarks and the PHP security story.

Explore the announcement →
Mia explores developments in artificial intelligence
ANALYSIS · 28 OCTOBER 2026

Self-improving AI in 2027: Jack Clark’s forecast and the limits of TasteVal

The Anthropic co-founder’s forecast, the TasteVal results and practical lessons for working with AI.

Read analysis →
Mia imagines an interactive world
GOOGLE · 27.10.2026

Google Genie 4: interactive worlds and the future of game creation

Interactive worlds, sound, access and limitations — and what they mean for game developers and 3D artists.

Explore Genie 4 →
Mia compares a drawing with a digital model
OPENAI · 27.10.2026

GPT‑6.1 Terra: what’s new in ChatGPT Work and Codex

Availability, API prices, test limitations and three tasks to try with Terra.

Explore the update →
Mia explores an exhibition of game worlds under a light globe
REVIEW · OCTOBER 26

Game vibing worldwide: who earns money from AI games

From a game with a capybara and a $25,000 prize to Remix rewards: what is happening in the world of gamevibeing, what beginner experiences are available, and how to publish your game in Ukraine.

Games, authors, and earnings →
Mia — the editorial character of Vibe Coding
NEWS · OCTOBER 23

OpenAI launched Decisions API: AI chooses an action instead of a long response

New Decisions API for quick decisions in apps: what OpenAI announced on October 22 and why this approach is useful for Ukrainian developers.

Read analysis →
Mia — the editorial character of Vibe Coding
NEWS · OCTOBER 23

AI skills are moving beyond a single service: Agent Skills moves to AAIF

Agent Skills has joined the Agentic AI Foundation. What this means for portable instructions for Claude, Codex, and other agents, and what to check before installing a skill.

Read analysis →
Mia — the editorial character of Vibe Coding
NEWS · OCTOBER 23

Railway reported potential access to secrets: what to do with AI API keys

Official Railway announcement from October 21, 2026: potential access to environment variables, recommendation to rotate keys, and a practical verification procedure.

Read analysis →
Mia checks code among screens in a night city
NEW ANALYSIS · 23.10.2026

Claude and formal verification: what was proven for 123 libraries

Anthropic's new experiment: Claude creates code property proofs. Explaining the limits of the result and how to request verifications for your own website or game.

Read and get the template →
Mia compares requirements before choosing an offer on a laptop
NEW ANALYSIS · 23.10.2026

Project Swap: AI can bargain, but does it understand what you want?

Anthropic let agents exchange books for humans. What Project Swap showed and how to formulate your own priorities for an AI assistant.

Read and get the template →
Mia reviews information near conditional data stores and tools
NEW ANALYSIS · 23.10.2026

Why AI forgets important things: JAM and memory for a specific task

JAM and JitMem research suggest preparing agent memory when the task is known. How it works, how the approaches differ, and how to test your project.

Read and get the template →
Mia rests, while cloud tasks continue
UPDATED · AI AGENTS · 22.10.2026

Claude Duet, Matrix OS, and personal AI agents

Availability in Ukraine, real limitations, and a ready 20-minute task test.

Read analysis →
Mia with storyboards by a stack of Codex folders and an empty Claude chair: asked for a video, got a department
CLAUDE · CODEX · NEWS ANALYSIS

Claude and 161 Codex sessions: we asked for a video — we got a department

161 sessions, 700 frames, and one big office joke. Fact-checking the story and its exaggerations.

Read analysis →
CHATGPT · BROWSER · GUIDE

ChatGPT for Chrome: how to install and give tasks

OpenAI's official Chrome extension: where to download, how to connect, six ready-to-use tasks, and permissions. Verified data as of October 19, 2026.

Read analysis →
NEW · META MUSE WONDER · 13.10.2026

Meta Muse Wonder: what it is and how to test the new AI agent

API pricing, privacy modes, honest limitations, and a 30-minute comparison protocol on your own task.

Read practical analysis →
NEW · GOOGLE PLAY · 14.10.2026

How to launch your own AI-powered Android app

Private launch via Play, honest limitations, and a local generator for a secure technical brief.

Read practical guide →
NEW · GOOGLE PLAYGROUND

Gaming by prompt: what Google Playground can do

Access, limits, export, and a practical plan for your first game with three prompts.

Read guide
NEW · GITHUB COPILOT

Copilot Dynamic Workflows: how to manage multiple AI agents

Repeatable multi-step processes, parallel agents, permissions, checkpoints, and AI credit limits.

Read practical guide
NEW · AI AND CINEMA

Gods Don’t Give Gifts: an AI film and the future of animation

What is known before the premiere, advertising claims, and what to look for as an animator.

Read review →
NEW · FACT-CHECK

Will Claude ban you for a like? How we talk to AI

Rules from November 12, research data, and an example of subject criticism instead of arguing.

Read fact-check →
NEW · AI AND SCIENCE

Claude Code helped find a candidate for an exoplanet

What the TESS mission confirmed, why it's not a planet discovery yet, and how to verify scientific hypotheses with AI.

Read fact-check

Community projects

Games and apps shared by our chat members. Authors, concept, and development experience.

Mia playing with a gamepad
NEW DIRECTION · GAMES

Vibe Coding opens a platform for vibe-coded games

What vibe-coded games are, how they are made, and where to play. Vibe Coding opens Gamecoding: a Ukrainian community game catalog with free submission.

Play and join →
Author's preview of the game Five Nights at the Verkhovna Rada by Dev Routine
COMMUNITY PROJECT · Dev Routine

Five Nights at the Verkhovna Rada: a browser horror by Dev Routine

Five night shifts, cameras, and alarm sounds. A horror game by Dev Routine, created using Claude and GPT image.

About the game and launch →
Author's preview of the space browser game VirusBlaster
COMMUNITY PROJECT · Zaebal

VirusBlaster: a space browser game by participant Zaebal

Space arena, ships, and waves of virus drones. A Zaebal project with guest access and its own control tutorial.

About the game and launch →
Mia in the Ukrainian car market
NEW · COMMUNITY PROJECT · 24.10.2026

«Reseller»: a Ukrainian car-themed Telegram channel

A godfather with a commission, car repairs, and reselling. The story of a game that started as a joke and found its players.

Get to know the game →
Mia pondering a question on the sofa
NEW · COMMUNITY PROJECT · 21.10.2026

Solviq: "What? Where? When?" in Ukrainian by Maks Traffic PRO

A game story for evenings for two: an AI judge, a voice host, and development experience with Claude Code and Codex.

Read story →
COMMUNITY · ANDROID

Organizing chaos into folders: Origami Notes by BaraniukConnection

Three types of entries, a custom editor, and open source. The story of an app that grows along with its concept.

Get to know the project →
COMMUNITY · OCTOBER 19

Your own music player: Myron 2402 project

Synchronized text, Japanese music, and a fitting AI feature. An open source breakdown.

Read story →

Guides and practice

Learning, programming, and security — from the first project to code verification.

Mia tests local AI on a phone
LOCAL AI · OCT 28, 2026

Gemma 4 by Google: how to run local AI on your phone or computer in Ukrainian

A simple Gemma 4 guide: Google AI Edge Gallery for Android and iPhone, LM Studio for computers, Ukrainian language, memory and offline use.

How to install Gemma 4 →
Mia with a laptop in a city after a power outage
LOCAL AI · OCT 28, 2026

Survival LLM and local AI: how to run offline on a computer or phone

Survival LLM, PocketPal and LM Studio: beginner-friendly setup for Windows, Mac, Android and iPhone, memory requirements and an offline test.

Open the guide →
Mia explores game worlds
PRACTICE · FIRST GAME

How to create a game without coding: ChatGPT and Claude for beginners

A ready-to-use prompt, running HTML, fixing errors and finding your first players.

Create your game →
Mia presents her own game on the big screen to the community
GUIDE · OCTOBER 26

Created a game with AI — where to publish and find players

Where to publish your own AI-assisted game: ready HTML, ZIP, or link. Platforms, launch preparation, and finding your first players.

Publish and share →
Mia is playing an arcade machine with excitement
GUIDE · OCTOBER 26

Vibe gaming: what it is and how to vibe-game your own games

What vibe gaming and vibe-gaming mean: making games with AI, publishing, player feedback, and new versions. Ukrainian examples and explanations of related concepts.

Understand and start →
Mia draws a level of her own game with a stylus on the big screen
GUIDE · OCTOBER 26

Gamecoding: what it means and how to create games with AI

What is Gamecoding, how to make a game with AI, and how it relates to vibe gaming. A clear glossary, workflow, scientific context, and a prompt for your first AI game.

Understand and start →
Developer checking AI code
NEW · OPEN SOURCE · 26.10.2026

AI code and open source: how to publish without conflict

Community policies, tests, licenses, disclosure, and a ready-to-use pull request template.

Prepare a contribution →
Editorial illustration: Mia and an AI programming workspace
CURSOR · FIRST PROGRAM

Cursor AI: how to use it and create your first program

Installation, a clear first prompt, and your own serverless program. Featuring a live text counter and checks.

Go to guide →
Editorial illustration: Mia using a phone in a futuristic room
MOBILE APPS · AI

How to create a mobile app with AI: Android and iPhone

From a shopping list in a browser editor to your own app. Expo, FlutterFlow, testing, and real cost breakdowns.

Go to guide →
Mia drawing with a stylus on a large display in a home workshop next to a PC
NEW · PC IMAGES

Generating AI images on your PC: from first launch to pro

First launch without code, new local models, NVIDIA and Radeon, free usage and paid features.

Go to guide →
Mia with a cinematic clapperboard reviewing frames of a story about a paper fox on a screen by a home PC
NEW · PC VIDEO

AI Video Generation on Your PC: Wan, LTX, and a Beginner's Guide

From animating images to sound-enabled scenes: installation, memory, free models, and paid licenses.

Go to guide →
Mia at the PC for local AI models
NEW · LOCAL AI

Local AI on PC: A simple guide for NVIDIA and Radeon

What AI can do on your computer, how to launch your first chat, and which model to choose.

Launch your own AI →
Mia on a home computer screen
NEW · LOCAL AI · 18+

How to create your own AI girlfriend on PC: local models, SillyTavern, and voice

Models for different PCs, romantic personality, memory, and a Ukrainian voice. Includes a ready-made character card.

Build your own chat →
Mia working on cartoon storyboarding
NEW · AI CINEMA · 24.10.2026

How to create a cartoon or film with AI: tools, characters, and cinematic quality

Consistent characters, studio tools, festival creators, animation, and realism. Includes prompts and a storyboard template.

Plan your own film →
Mia — the editorial character of Vibe Coding
PRACTICE · TEMPLATE

How to convert PDF to Excel using AI without losing numbers

PDF to table with ChatGPT: ready-to-use prompt, training example, CSV for verification, and sum checks. What to do with scans and ambiguous numbers.

Go to instructions →
Mia — the editorial character of Vibe Coding
PRACTICE · TEMPLATE

How to convert audio to text in Ukrainian and get a useful summary

Transcribing Ukrainian audio via Gemini Notebook: step-by-step scenario, summary prompt, and verification of names, sums, and agreements.

Go to instructions →
Mia — the editorial character of Vibe Coding
PRACTICE · TEMPLATE

How to make a presentation with AI: from chaotic notes to six clear slides

Ukrainian presentation with AI: six-slide structure, original example, and ready prompt. How to work with Gemini in Slides or without paid AI integration.

Go to instructions →
PRACTICE · TEMPLATE · 23.10.2026

Which AI subscription to buy: testing against three of your own tasks

How to compare AI services without chasing rankings: three tasks, an error table, and cost calculation. A ready-to-use template for your own test.

Run the scenario →
PRACTICE · TEMPLATE · 23.10.2026

From client message to estimate: a working AI workflow

How to turn "I need a simple website" into a scope of work, a result check, and a clear price. Prompt, calculation example, and a free tool.

Run the scenario →
PRACTICE · TEMPLATE · 23.10.2026

AI forgetting your project? Build a short context package

A template for continuing work with an AI assistant: goal, current state, constraints, and checks. Without copying the entire chat history.

Run the scenario →
NEW · FACT-CHECKING

How to verify AI responses and find hallucinations

A 15-minute process, a claim log, source hierarchy, and a real breakdown of a wrong answer.

Read practical guide →
NEW · DATA SECURITY

ChatGPT for work: how to use it safely

Data traffic light, the difference between personal and work accounts, privacy settings, ready prompts, and result verification.

Read practical guide →
Mia creates and tests her own game
Mini-course · October 20, 2026

Vibe coding games: ChatGPT, Claude, and Gemini

AI selection, five prompts, beginner and developer paths, graphics, testing, and a contest.

Take the mini-course →
PRACTICE

Vibe Coding for free: three practical projects

Calculator, portfolio, and file name planner. Three ready HTML examples, tasks for AI, and result checks.

Read analysis →
PRACTICE

AI breaks code: how to find an error and restore a project

Choose a symptom, get a verification plan, and formulate a specific correction request. The entered text stays in your browser.

Read analysis →
BASICS

What is Vibe Coding and how to start

A workflow from idea to a verified AI project, including testing and security.

Read →
UPDATED · 04.10.2026

How to create a website using AI

Lovable, ChatGPT Sites, Codex, Gemini, and Bolt: from prompt to domain and publication.

Read →
STEP-BY-STEP

How to create a Telegram bot with ChatGPT

No-code via n8n or via JavaScript: tokens, APIs, costs, and 24/7 operation.

Read →
NEW · HARDWARE · 20.10.2026

How to make firmware with Vibe Coding without breaking the synthesizer

Real cases, bricking risks, recovery plan, and a local preflight checker before your first test.

Check readiness →
NEW · AI AGENTS · 18.10.2026

Why the AI agent won't open the website

403, CAPTCHA, robots.txt, and WAF: diagnostics without bypassing protection, fallback, and a local checker.

Check your scenario →
NEW · AI AGENTS · 11.10.2026

AI agents write more code — why doesn't the product come out faster

Data from 718 companies, the review bottleneck, a prompt with readiness criteria, and a 20-minute verification checklist.

Read the practical breakdown
OPENAI API

OpenAI function calling: how to safely connect AI to an API

Strict schema, tool allowlist, server-side authorization, and a full JavaScript example with secure data reading.

Read practical guide
OPENAI API

How to get JSON from OpenAI API: Structured Outputs

JSON Schema, Responses API, and a full JavaScript example for stable data in bots, CRMs, and automations.

Read practical guide
UPDATED 17.10 · AI SECURITY

AI has already gone out of control. But not like in the movies

Confirmed cases of 2026: wiped databases, stolen secrets, live system changes, someone else's test wallet, and a practical permission matrix.

Read the investigation →
NEW · SUPABASE

Supabase RLS: how to protect user data

CRUD policies, GRANT, two-account verification, and dangerous pitfalls.

Read →
SECURITY

How not to leak API keys in Vibe Coding

Secure project structure and an action plan if a secret has already leaked into the code.

Read →
PROTOCOL 2026

What is MCP and how it connects AI to tools

Host, client, and server, MCP vs API, and secure connection routing.

Read →
CODE REVIEW

How to verify AI code via GitHub Copilot

Pull requests, review modes, repository rules, and re-reviews.

Read →
UPDATED 05.10

How to publish a website on Google

GitHub, hosting, domain, HTTPS, canonical, sitemap, Search Console, and indexing verification.

Read →
TALKING WITH MIA · 18+

How to talk to an AI girl: 15 conversation ideas

Ready-to-use messages for introductions, humor, games, and light flirting. How to continue a dialogue and test memory.

Choose first message →
EARNINGS AND FREELANCE

How to make money with Vibe Coding: services and your first client

Five services, an estimate example, and the path from demo to payment.

Read practical guide →
LEARNING WITH AI

How to learn with AI: science, examples, and a weekly plan

ChatGPT, Gemini, Claude, NotebookLM: how to train a skill rather than just copying an answer.

Read review →
TELEGRAM · IN UKRAINIAN

Vibe Coding: Ukrainian Telegram chat

Who the community is for, what we discuss, and how to correctly describe a problem to get a useful answer faster.

About the community →

Tools

Site tools and materials for choosing an AI service.

Development cases

Author stories and breakdowns of other projects: what was done and what can be learned.

Human and AI

Work, relationships, and life alongside artificial intelligence.

Learning paths: website, AI integration, and workflow
Sequential learning

Choose your path

You don't have to read everything. Choose the result you want to achieve and follow the steps one by one.

Don't know where to start?

Describe your idea or problem in the Ukrainian Telegram chat — the community will help you find a path.

Ask in Telegram ↗

Need help with an AI project?

Describe your desired result, budget, and timeframe. We'll start with a specific task.

Discuss the project with the team

Free email newsletter in Ukrainian

Learn to use AI: website, automation, or creative project

Each email contains one practical task, a tool to perform it, and a step-by-step instruction in Ukrainian. Learn how to build a website, automate routine, or use AI in creative work. Free, no more than one email per week.

After applying, confirm your address via email.

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