VibeCode Wiki
Claude Opus 5 вышел: что изменилось в API и почему это важно для AI-агентов
GPT‑5.6 Sol не сбегала из песочницы: как ExploitGym превратился в историю про взлом Hugging Face
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
$ tail ./news/
News and updates
Claude Opus 5 вышел: что изменилось в API и почему это важно для AI-агентов GPT‑5.6 Sol не сбегала из песочницы: как ExploitGym превратился в историю про взлом Hugging Face GPT-5.6: compare the models by coding and agent tasks 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
$ leadbot --latest
Latest jobs
Fresh jobs and one-off tasks from Telegram parsing and customer submissions.
Junior Manual QA Engineer (Mobile)
Buddy AI
Region: Европа и страны СНГBudget: $1K — $1,4KFormat: УдаленноType: Full-timeExperience: junior
Manual QAMobile testing
Junior Manual QA Engineer (Mobile) в Buddy AI — образовательный стартап, разработавший популярного голосового ИИ-репетитора для детей (обычно от 4 до 10 лет). $1K — $1,4K. Локация: Европа и страны СНГ. Удалённая работа. Ищет Арман Саргсян.
Staff Software Engineer, Android Growth Systems and App Foundations
Google Staff Software Engineer
Region: London, UKFormat: ОфисType: Full-timeExperience: senior
KotlinJetpack ComposeMaterial DesignData structures/algorithms
Staff Software Engineer position for Android Growth Systems and App Foundations at Google in London, UK. Key skills include Kotlin, Jetpack Compose, Material Design, data structures/algorithms, and technical leadership.
Senior Product Manager
BCC Hub
Region: Регион не указанExperience: senior
BCC Hub — технологический хаб, создающий IT-продукты и инфраструктуру для финансового рынка. Ищет Senior Product Manager.
Junior Manual QA Engineer (Mobile)
Buddy AI
Region: Европа и страны СНГBudget: $1K — $1,4KFormat: УдаленноType: Full-timeExperience: junior
Manual QAMobile
Buddy AI — образовательный стартап, разработавший популярного голосового ИИ-репетитора для детей (обычно от 4 до 10 лет). Ищет Junior Manual QA Engineer (Mobile). Локация: Европа и страны СНГ. Удалённая работа.
Региональный представитель
FAROS GROUP
Region: Регион не указанBudget: от 80 000 до 120 000 ₽Type: Full-time
FAROS GROUP ищет регионального представителя. Зарплата от 80 000 до 120 000 ₽. Подробности по ссылке.
Специалист по просмотру видеоконтента
Region: Регион не указанBudget: от 70 000 ₽ + бонусыFormat: УдаленноType: Full-timeExperience: без опытаSchedule: свободный график
Требуется специалист по просмотру видеоконтента. Доход от 70 000 ₽ + бонусы. Полностью удалённая работа, свободный график. Бесплатное обучение, без опыта. Работа с телефона или ПК. Что нужно делать: просматривать видеоматериалы по рабочим заданиям,...
$ 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.
$ High-intent routes
Start route Terms, first task, limits and a safe first project.
Codex App Sub-agents, parallel tasks and review checkpoints.
OpenCode Desktop workflow, practical limits and a safe start.
MCP and APIs Connect tools with timeouts, retries and key safety.
Telegram bots Architecture, AI flows, storage and production launch.
Google Flow AI Credits, limits and the real cost of generations.
Claude Design From prompt and context to a checked design handoff.
Open Design Local AI design, tradeoffs and a reproducible workflow.
OpenRouter API Models, keys, routing, retries and production constraints.
$ 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/ Раздел по SEO-практике для проектов с ИИ: техническая оптимизация, качество контента, внутренняя перелинковка, индексация в Яндексе и контроль метрик роста.
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.
