VibeCode Wiki
How to Test an AI Agent: Golden Tasks, Pass Rate, Cost and Regression
ADR in simple words: how to fix architectural solutions so that AI does not break the project
GRASP in simple words: 9 principles that help to allocate responsibility in code
GPT-5.6 came out: benchmarks Sol, Terra and Luna vs GPT-5. 5
$ tail ./news/
News and updates
GPT-5.6 came out: benchmarks Sol, Terra and Luna vs GPT-5. 5 GPT-5.6 Sol, Terra, Luna: July 9 public release – all that is known at the time of release Sonnet 5 out, Fable 5 back: Anthropic closes June with double-hit The U.S. government will approve access to GPT-5.6 for every customer: an unprecedented solution Codex Continues to Fail on June 25: What Really Happens Is a One-time Failure or a Chronic Quotas Problem GPT-5.6: What's confirmed and what's just a rumor - reviewing all sources before the proposed release
$ leadbot --latest
Latest jobs
Fresh jobs and one-off tasks from Telegram parsing and customer submissions.
2D художник
VOYA DREAM GAMES
Region: Регион не указанType: КонтрактExperience: от 3х лет
Мы молодая и целеустремленная студия разработки мобильных игр VOYA DREAM GAMES. Нам нужен 2D художник с опытом работы в геймдев (от 3х лет), а главное с богатым воображением, смелыми идеями и прямыми руками. Мы тебе предлагаем уверенность в завтрашнем дне...
Junior Account Manager
Emerging Travel Group
Region: ArmeniaFormat: УдаленноType: Full-timeExperience: juniorSchedule: flexible
Junior Account Manager. Emerging Travel Group is an international travel-tech holding company that creates online platforms and IT solutions for searching and booking hotels, flights, and other travel services worldwide. Languages: Armenian (advanced),...
ПФ-специалист (Яндекс) в iGaming-проект
Region: Удаленно
🌍 GEO: CIS 💻 Формат: Полная удаленка, гибкий график 💰 Оплата: Высокая фикса + бонусы за результат Ключевые задачи:
Product Manager
Lamoda
Region: Регион не указанType: Full-time
Lamoda — один из крупнейших в России и СНГ онлайн-ритейлеров. Ищет Product Manager (Data Science — агенты и LLM), Product Manager (Инфраструктура — надёжность и платформа), AI Product Manager (Внутренние инструменты – кодовые ассистенты, генерация кода).
Сервисный инженер - механик
Хит Машинери
Region: Регион не указанBudget: от 120 000 до 160 000 ₽
Ищем сервисного инженера-механика. Зарплата от 120 000 до 160 000 ₽. Компания Хит Машинери.
Creative Screenwriter
Nexters
Region: Кипр, Армения, Казахстан
Nexters ищет Creative Screenwriter. Локации: Кипр, Армения, Казахстан. Подробности по ссылке.
$ entry --scenarios
Start from zero The safe route from basic terms to the first working project.
Set up workspace Editors, agents, local models, utilities, and daily tool setup.
Code with AI Prompts, AGENTS.md, tests, reviews, and controlled agent changes.
Build a Telegram bot Bot flows, architecture, AI connection, storage, and launch.
Make a site Pages, UX flows, interface quality, and frontend implementation.
Connect APIs Webhooks, rate limits, retries, MCP, and stable integrations.
Set up data Supabase, PostgreSQL, Redis, traces, storage, and migrations.
Secure a project Database protection, SQL injection, dependency checks, and secrets.
Ship to production Deploy, domain, SSL, environment variables, and checks after launch.
Find a job Open community tasks, vacancies, budgets, and signals from LeadBot.
$ cat start.md
View all$ ls ./wiki/
All Wiki sections
01
Where to start/ Start section for beginners: key concepts, first steps, frequent errors and a safe route from idea to first result.
02 Workplace/ How to assemble a convenient workspace for development with AI: editor, terminal, extensions, habits and basic process organization.
03 How to write code with AI/ Approaches to AI development: how to formulate tasks, monitor results, validate code, and turn model responses into a working system.
04 Telegram bots/ Telegram bot development scenarios: architecture, UX dialogues, AI connection, command processing and bot launch in production.
05 Data and storage/ How to select and connect databases and storage, design schemas, make backups, and keep the data in order as the project grows.
06 Server and logic/ Backend and server logic: routes, business rules, queues, background tasks, API layer and observability in a combat project.
07 Interface and sites/ About interfaces and sites: page structure, UX threads, adaptability, component states and neat implementation on the frontend.
08 Users and entry/ User authentication and access: registration, login, roles, sessions, OAuth and basic rules for protecting accounts.
09 Integrations and APIs/ Integration between services and APIs in practice: HTTP, webhooks, limits, authorization, retros and stable operation of external dependencies.
10 Payments and subscriptions/ Payments and subscriptions in the product: provider choice, basic billing scenarios, payment error handling and subscription lifecycle control.
11 Security/ Clear security parsing without paranoia: how to store keys, restrict access, check risks and not break the product.
12 Launch and hosting/ Start the project in the product: depot, domain, SSL, environment variables, CI / CD and basic monitoring after publication.
13 Automation/ Automation practices for personal and team tasks: from simple scripts and cron to pipelines, agents, and secure pre-release checks.
14 Projects/ Analysis of real projects and cases: how to make architectural decisions, assess risks and bring tasks to a working result.
15 Reference/ Reference materials and terms: short explanations of key concepts to navigate articles and technical discussions faster.
16 News/ News and important updates from the world of AI and development: tool releases, platform changes and their practical impact on work.
17 SEO and promotion/ Section on how to attract traffic and scale a project: technical SEO, site structure, key queries, content strategy, link building and analytics. Practical instructions and working schemes for growth without gray methods and with measurable results
18 Autonomous agents/ Now AI does not just write code according to your description, but thinks, plans and does all the work from start to finish. Without your constant supervision.
19 GitHub/ Section with useful GitHub repositories for vibcoding: AI-agents, development tools, automation, web stack and practical libraries that are useful or worthy of attention.
