RU EN
user@vibecode:~$ ls ./wiki/

All VibeCode Wiki sections — practical guides and articles

Where to start/

Start section for beginners: key concepts, first steps, frequent errors and a safe route from idea to first result.

12 articles

Workplace/

How to assemble a convenient workspace for development with AI: editor, terminal, extensions, habits and basic process organization.

7 articles

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.

3 articles

Telegram bots/

Telegram bot development scenarios: architecture, UX dialogues, AI connection, command processing and bot launch in production.

1 article

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.

4 articles

Server and logic/

Backend and server logic: routes, business rules, queues, background tasks, API layer and observability in a combat project.

2 articles

Interface and sites/

About interfaces and sites: page structure, UX threads, adaptability, component states and neat implementation on the frontend.

3 articles

Integrations and APIs/

Integration between services and APIs in practice: HTTP, webhooks, limits, authorization, retros and stable operation of external dependencies.

4 articles

Payments and subscriptions/

Payments and subscriptions in the product: provider choice, basic billing scenarios, payment error handling and subscription lifecycle control.

1 article

Security/

Clear security parsing without paranoia: how to store keys, restrict access, check risks and not break the product.

1 article

Launch and hosting/

Start the project in the product: depot, domain, SSL, environment variables, CI / CD and basic monitoring after publication.

4 articles

Automation/

Automation practices for personal and team tasks: from simple scripts and cron to pipelines, agents, and secure pre-release checks.

1 article

Reference/

Reference materials and terms: short explanations of key concepts to navigate articles and technical discussions faster.

4 articles

News/

News and important updates from the world of AI and development: tool releases, platform changes and their practical impact on work.

34 articles

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

1 article

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.

1 article

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.

11 articles

$ find ./wiki -type material

All Wiki materials

$ shown: 94 of 94
Server and logic

Best hosting for a site in Russia 2026: an honest comparison of Timeweb, Beget, REG.RU, Selectel, Sprinthost with prices

What hosting to choose in Russia in 2026? Compare Timeweb, Beget, REG.RU, Selectel and Sprinthost by price, speed, reliability and support. Tariff tables, real pros and cons, selection scenarios - without advertising.

HostingComparison
6/6/2026 16 min
Workplace

Claude Code vs Codex: An honest comparison of 2026 – prices, benchmarks, real reviews

Claude Codex or Codex: What to Choose in 2026? Compare prices, benchmarks, real reviews 500+ developers. No Water: Where Claude Code is Better, Where Codex Wins, and Why Smart Teams Use Both.

Claude codeCodexComparison
6/6/2026 20 min
Where to start

Vaibcoding on freelancing: which orders to take, and which to bypass

Wybecoding opens freelancing even without experience in programming - but not all orders are equally real. We understand what AI can do well, where it merges, and how not to take a project that will drown you.

VibcodingFreelanceProfiAI development
6/6/2026 9 min
Data and storage

S3 Storage: What It Is and Why It Works

S3 storage is a cloud-based object storage for files, media, backups, and application data. We understand how S3 works, how it differs from a regular drive, what providers are and how to start using it.

S3Object storageCloud
6/6/2026 11 min
News

NVIDIA Nemotron 3 Ultra: The Fastest Open Model for Agent AI

On June 4, 2026, NVIDIA released the Nemotron 3 Ultra, the flagship model of the Nemotron 3 family and by far one of the most productive open language models in the world. This is not just another big LLM: the architecture, the principles of learning and the focus of application are fundamentally different.

NvidiaFlagship
6/5/2026 6 min
News

Reve 2.0 – a new revolution in 2026 image generation: layouts, 4K and “touchable images”

Reve 2.0 was released on June 3, 2026, the best 4K model for image generation and editing. Discuss how the layouts-based approach works, why it ranked 2nd in Text-to-Image Arena and how it is changing vibcoding + design in 2026.

Reve 2. 0Reve AI new model4K image
6/4/2026 4 min
News

Anthropic just revealed a 24-minute master class on how to actually tip Claude

At the Anthropic conference, Boris, one of the creators of Claude Code, held a practical session and told how to get started, what products to use and how to build a workflow. Publish key ideas without water.

ClaudePromptsConference
6/4/2026 7 min
Reference

How to properly compose proms for DeepSeek: a complete guide

DeepSeek is a powerful AI model, but many people get mediocre results from it not because the model is bad, but because it is written incorrectly. In this article, you will learn how to formulate queries in order to get accurate, structured and predictable answers.

TextPrompts
6/4/2026 7 min
GitHub

ECC – 249 skills and 63 agents for Claude Code, Codex and Cursor

ECC is the largest collection of skills, agents and hooks for Claude Code, Codex, Cursor and 10 more instruments. 249 skills, 63 agents, AgentShield, lifelong learning. 205k stars, MIT. Installed by one team.

Skillshithub
6/4/2026 9 min
Interface and sites

How to make a landing using AI in an hour - a guide with prompts, Cursor, Lovable and deploy on Vercel

Step-by-step guide: how to land with AI in an hour - from idea to deploy on Vercel Specific prompts for Cursor and Lovable, landing structure, SEO optimization, mobile adaptation. No code knowledge.

Landing
6/4/2026 16 min
News

I asked Codex to fix ForstPunk on MacOs Tahoe. He compiled the library from the source books and patched the binary

Frostpunk dropped on macOS Tahoe Beta with each loss. Codex himself made the diagnosis, compiled OpenAL Soft under x86 64, patched the game’s binary and re-signed the application. The game's working. The real GPT-5.5 case as an agent.

CodexCase
6/3/2026 8 min
News

Error running remote compact task: stream disconnected before completion

Error running remote compact task: stream disconnected before completion in Codex. Why it occurs when context is compressed in GPT-5.5 and how to fix it reliably in 2026 Workable solutions that help most users.

MistakecodexContext
6/2/2026 3 min
News

MiniMax M3 – 1M tokens, multimodality and frontier coding in one open model

The MiniMax M3 was released on June 1, 2026 – the first open model with 1M context tokens, native multimodal input and frontier coding simultaneously. MSA architecture, 59% on SWE-Bench Pro, $0.60 per million tokens. The API is working.

Minimax
6/2/2026 5 min
GitHub

VoxCPM2 – Voice and TTS cloning in 30 languages, free and open source

VoxCPM2 is an open TTS model with 2B parameters from OpenBMB: 30 languages, cloning voice from a short clip and creating a new voice from a text description. Apache-2.0, pip install, 22.9k stars.

VoxCPM2Voice
5/31/2026 5 min
Launch and hosting

Automatic Deploy on VPS via GitHub Actions – a step-by-step guide

How to Configure Automatic Deployment on VPS through GitHub Actions and SSH: A Step-by-Step Guide for Vibcoders Push to main – and the project itself is updated on the server. It works for Node.js, Next.js, Python, Telegram bots.

CICDDeployAcions
5/31/2026 9 min
News

GPT-5.6: What is known about the upcoming release of OpenAI - all the insides, leaks and expectations

OpenAI speeds up the release cycle. Just a month after the launch of GPT-5.5 (April 23, 2026), the next iteration, GPT-5.6, is being actively discussed online. The model has not yet been officially announced, but leaks from Codex’s internal logs, code names, data from predictive markets and developer reports paint a pretty clear picture.

OpenAIInsidersGPT
5/30/2026 5 min
Workplace

Running OpenAI Codex locally for free through Ollama

Yesterday, the news exploded in the AI community: thanks to the Ollama v0.24+ update, you can now run a full-fledged OpenAI Codex (both desktop application and CLI) completely locally, for free, without API keys, rate limits and sending code to OpenAI servers.

OpeaAIOllamaLocal development
5/29/2026 5 min
News

Claude Opus 4.8: Release review, key improvements, benchmarks and practical application

Anthropic today released the Claude Opus 4.8 – the next significant update to the flagship line of Opus 4.8 models. The model is positioned as an evolution of Opus 4.7 (April 2026) with an emphasis on increased autonomy, reliability in long-term tasks, improved judgment and efficiency in agentic workflow.

Opus4. 8Claude
5/28/2026 6 min
News

I asked Codex to fix the TV. He connected to him over the network and did it

The AI agent Codex connected to the TV on the network, wrote the script, found the problem with the black screen in Evie and fixed the cartoons. No ADB, no disassembly, just Python and WebSocket. Real case.

CodexReal casesAutonomous agentsWebSocket
5/28/2026 7 min
Launch and hosting

How to Raise Supabase Locally – The Complete Guide to Vibcoders

How to raise Supabase locally through Docker and Supabase CLI: A step-by-step guide. Studio, Auth, Storage, Realtime, migration, and project connectivity are all on a local machine with no cloud.

SupabaseDatabase
5/27/2026 10 min
GitHub

Cockpit Tools – one dashboard for all AI IDEs

Cockpit Tools is a free desktop manager for 12 AI IDEs at once: Cursor, Codex, GitHub Copilot, Windsurf, Kiro, Gemini CLI and others. Account switching, quota monitoring, multi-opening

CockpitMultiaccount
5/28/2026 10 min
GitHub

pg-aiguide – MCP server that teaches AI to write the correct PostgreSQL

timescale pg-aiguide is an MCP server and Claude Code plugin that teaches AI to write the correct PostgreSQL code. Semantic search according to official documentation, ready-made skills for best practices. One-team installation.

5/28/2026 7 min
Launch and hosting

What is Kubernetes? A Developer Guide

What is Kubernetes: The most detailed guide from basics to advanced concepts. Pods, Deployments, StatefulSets, Services, Ingress, Control Plane, Helm, GitOps, scaling, security, RBAC, Network Policies, real examples and best practices for production.

UbernetisLaunchHosting
5/27/2026 7 min
Security

What are FTP and SSH? The most detailed and understandable guide for beginners

What is FTP and SSH in simple words? Complete detailed guide for beginners: how FTP, SSH, SFTP, public and private keys work. Step-by-step customization, security, examples, common bugs and 2026 best practices.

SecurityConnection
5/27/2026 6 min
Reference

Branches, Pull Requests and Code Review: A Mature Architecture for Wicoders

Branches, Pull Requests and Code Review: A Mature Process Architecture for Vibcoders. As they do in large companies, best practices are AI code review, merger strategies, and Branch Protection Rules setup.

GithubArchitecture
5/25/2026 5 min
Reference

GitHub Actions: Complete Automation Guide for Vibcoders

A complete guide to GitHub Actions for Vibcoders and AI developers. Automatic depot, tests, caching, secrets and best practices of automating projects created with the help of AI agents.

ActionsGithubTraining
5/25/2026 5 min
Reference

GitHub from scratch: registration, first repository and basic commands

A complete step-by-step guide to GitHub from scratch for Vibcoders and AI developers. Registration, installation of Git, creation of the first repository, basic commands and proper work with code from AI agents.

GithubTraining
5/25/2026 6 min
News

OpenRouter 2026: A Single API for 400+ AI Models – Review, Integration with Cursor and Claude Code + Payment Blocking Alternatives

OpenRouter is a platform with access to 400+ models (Claude Opus 4.7, GPT-5.5, Gemini 3.5 Flash, etc.) through one API. How to connect to Cursor and Claude Code, why payments from Russia are blocked in 2026 and what working alternatives exist.

OpenrouterLockdownAlternatives
5/23/2026 5 min
News

Google I/O 2026: Gemini 3.5 Flash, Antigravity and the New Era of All-Agent Vibcoding

Google I/O 2026: Gemini 3.5 Flash and Antigravity Launch a New Era of Agent Vibcoding Learn how AI agents now code, test, and deploy projects themselves. Complete analysis of announcements + practical examples.

GoogleAntigravityAgents
5/23/2026 6 min
GitHub

Heretic: Fully automatic removal of censorship from language models

Heretic is a fully automatic tool for removing censorship from language models. It uses advanced abliteration + optimisation. Minimum damage to model intelligence with maximum removal of refusals. Support for most LLMs.

CensorshipHeretic
5/4/2026 4 min
GitHub

Goal Maker: Skill for Codex that turns vague long-term goals into a manageable PM cycle

Goal Maker - Skill for Codex, turning vague long-term goals into a managed PM cycle with the roles of Scout, Judge and Worker. Creates charter, task board and receipts. Perfect for large refactorings and multi-day tasks.

Goal MarkerGithubSkill
5/4/2026 4 min
GitHub

Codex Startup Pressure Test Skill: Hard test startup ideas before you waste time and money

Codex Startup Pressure Test Skill is a powerful skill for testing startup ideas. Get founder-style analysis: verdict, fatal flaws, core assumption, real-life competitors, and a 2-week MVP plan. Save months of time before development starts.

CodexSkill
5/3/2026 5 min
GitHub

Opus Style Output: Skill, which brings GPT/Codex output closer to the Claude Opus style

Opus Style Output – Skill for Codex/GPT, which brings the model closer to the style of Claude Opus. Improves response structure, sums, code review and frontend copywriting. Simple installation, global application and noticeable readability gains.

OpenAIGPT
5/2/2026 4 min
GitHub

Keep Codex Fast: How to keep your local workspace clean and fast in Codex

How to keep Codex fast even after weeks of intense work A complete guide to keep-codex-fast: handoff documents, securely archive chats, clean worktree and logs without losing context. Weekly maintenance of Codex.

CodexOptimization
5/2/2026 5 min
GitHub

Open Design: Anthropic Claude Design

Open Design is an open local alternative to Anthropic Claude Design. Generate professional web prototypes, mobile apps, pitch decks and videos with Claude Code, Cursor and Gemini. 71 design system, sandbox preview, export to HTML/PDF/PPTX/MP4. Fully local and free.

Claude Design DesignOpen DesignGithub
5/2/2026 4 min
GitHub

Scrapling: Responsive web scraping framework in Python – from one request to full-scale crawling

Scrapling is a powerful adaptive framework for web scraping in Python. Bypasses Cloudflare, automatically adapts to site changes, supports spiders, stealth mode and browser. The perfect solution from simple queries to large-scale crawling.

Web scrapingParsingTurnstile
5/2/2026 6 min
Data and storage

Supabase: A complete guide for beginners, or how to deal with databases

In this article, I will explain what Supabase is and why you need a database. Step by step, with examples, so you don't repeat my mistakes. We're going from "What is this?" to "How to get AI to migrate for you."

SupabaseDatabaseStorage
2/17/2026 6 min
Payments and subscriptions

Receiving payments in the Telegram bot in 30 minutes, YooKassa, Stripe

With the help of native payments Telegram (method "sendInvoice"), you add the "Pay" button directly to the chat. The user pays by card without leaving Telegram. No external links, no redirects.

PaymentJukassaStripeMonetization
2/20/2026 6 min
How to write code with AI

Memory Bank: Storing context for AI in project development

Memory Bank is a simple file system that captures the key context of a project

Startdocumentationmemory
2/10/2026 6 min
Integrations and APIs

AI Integration Contract Tests: How to Stabilize APIs

Step-by-step analysis of contract tests for AI integrations: how to fix API expectations, catch regressions before production and reduce the cost of errors.

ai-assisted developmentpicontractingintegration
3/4/2026 13 min
Integrations and APIs

How to get AI to connect the API correctly the first time

AI often connects APIs “at will”: without error processing, with keys in the code and without considering limits – and everything breaks down in the market

APIIntegrationRate-limits
2/19/2026 6 min
SEO and promotion

How to give AI full access to Yandex Metric + Webvisor through OAuth

In this article, we will create an OAuth application and get a token. AI will immediately start pulling data from Metrics and Webvisor and issuing accurate SEO recommendations.

MetricaSEOAutomation
2/21/2026 4 min
Workplace

Get-Shit-Done: A tool for automating coding with AI

Get-Shit-Done (GSD) is a tool for Claude Code (or OpenCode, Gemini) that helps build description projects. It organizes context, plans tasks, and executes code.

OrchestraUtility
2/17/2026 7 min
Where to start

Frontend/backend/database – how to avoid confusion

Frontend, backend and database are different parts of the system, each with its own task. Confusing them is like mixing a kitchen, a living room and a pantry: objects are like the same, but the purpose is quite different

frontendback-enddatabase
1/31/2026 5 min
Workplace

Codex VScode: Connect a paid assistant

Codex in VSCode is a way to work with AI right next to code and files without switching to the browser

codexvs.codepractice
1/31/2026 4 min
Launch and hosting

CI / CD for vibcoding: deploy without downtime and rollback in 1 minute

A practical CI/CD guide for AI projects: how to build a secure pipeline, roll out updates without downtime, and quickly roll back releases when errors occur.

CI/CDDeployBlue GreenGitHub Actions
3/4/2026 4 min
Server and logic

Clean architecture: how not to turn a project into spaghetti

Pet projects quickly turn into spaghetti code, especially when the AI writes everything into one file without structure. In this article, I show you how to apply Clean Architecture in 2026

ArchitectureRefactoring
2/19/2026 7 min
How to write code with AI

AGENTS.md: A Single Source of Truth for AI Agents

AGENTS.md is a contract between the project and AI agents. The article explains why it is needed, what problems it solves and why without it, AI begins to break the architecture, even if the code is already written correctly

#AGENTSmdarchitecturerules
2/10/2026 8 min
Where to start

What it means to think architecturally, even without experience

Thinking architecturally is not about knowing terms or patterns. It's about seeing how the parts of the system are connected, why they're needed, and what happens if things change

architectural thinkingsystemic understandingvibcoding
5/2/2026 5 min
Workplace

What is considered a workplace in vibcoding

The job in vibcoding is not an abstract “environment,” but a specific set of tools through which you think, ask AI questions, and see the outcome

workplacetoolstart
1/31/2026 4 min
Workplace

Installation Ollama: local AI on your computer

Ollama is a way to run large language models (LLMs) on your computer

local- AIollamainstallationintegration
2/5/2026 6 min
Where to start

How much time does AI really save

AI saves a lot of time at the start and hardly saves it where there is no understanding

timeefficiencyexpectation
5/2/2026 4 min
Where to start

Why Starting with a Pet Project is a Mistake

Pet project seems a safe start, but most often it interferes with learning the main thing

teachingstartthinking
5/2/2026 5 min
How to write code with AI

Project Preparation with AI: From Idea to Documentation

Fully automated workflow: from idea formulation to ready-made Markdown documents

Documentationpreparationautomation
2/10/2026 4 min
Where to start

Lack of logs, tests and checks is the main mistake of the beginner

When there are no logs, tests and checks in the project, it seems that you have made your life easier

mistakedebuggingunderstanding
5/2/2026 5 min
Where to start

What Humans Are Responsible for, Even If AI Writes Code

Even if the code is written entirely by AI, humans are always responsible for meaning, decisions, and consequences. Code can be generated, but responsibility is not

responsibilityrolevibcoding
5/2/2026 3 min
Where to start

Generation of a large project at once - an architectural trap

When you ask AI to generate a large project at once, you get not a basis, but an illusion of readiness

architecturemistakestart
5/2/2026 4 min
Workplace

How to Speed up Codex 10x: A Complete Guide to Cleaning and Maintenance for OpenAI Codex App

OpenAI Codex is a powerful tool that allows you to work with code, run agents, use worktrees and automation. However, with active use, the application slows down noticeably: long sessions, accumulated logs, old chats and worktrees create a serious load on the local database, memory and file system. Many users note interface lags, slow session loads, and general braking, especially after weeks of intense work with terminals and long threads.

OpenAICodexOptimization
5/2/2026 6 min
News

OpenAI Account Blocking (ChatGPT and SDK/API): Causes, Consequences and How to Avoid in 2026

OpenAI in 2025-2026 significantly tightened control over the use of its services. Account blocking has become a massive phenomenon, both for ordinary users of ChatGPT Plus/Pro, and especially for developers working through the SDK and API (Python, Node.js and other libraries). Thousands of organizations and individual accounts received suspension or permanent termination.

OpenAILockdownSDK
5/1/2026 6 min
News

Trusted Access for Cyber: Why Codex and ChatGPT Block Cyber Security Requests and How to Get Around It

What is OpenAI’s Trusted Access for Cyber and why is Codex and ChatGPT blocking cybersecurity requests? Complete guide: how to verify, access GPT-5.4-Cyber, remove the cybersecurity risk flag and work with models without restrictions. Step-by-step instructions for developers and companies.

OpenAISecurityCodex
4/29/2026 7 min
News

New wave of Claude account locks in April 2026: even those who pay with their real card are left without access

In April 2026, Anthropic began massively blocking Claude accounts, including paying Pro and Max users with a real bank card. Why this happens, who gets hit and how to protect your access – a detailed analysis of the new wave of locks.

ClaudeAnthropic
4/28/2026 7 min
News

Why developers are outraged by Claude Code and switch to OpenAI Codex with GPT-5 5

Why developers are leaving Claude Code for OpenAI Codex after the release of GPT-5.5 in April 2026 Analysis of quality regression Claude, post-mortem Anthropic, comparison of models, benchmarks (Terminal-Bench, SWE-Bench) and the best hybrid approach for productivity.

ClaudeOpusOpenAI
4/28/2026 7 min
Interface and sites

Taste-Skill: How to give AI “good taste” and get rid of the boring frontend forever

In an era where AI agents like Cursor, Claude Code, Codex, Windsurf, and Copilot are writing code faster than humans, a new problem arises: AI-slop. AI does a great job with logic and functionality, but often generates visually boring, template interfaces: identical cards in the center, gray colors, lack of animations, weak typography and flat hierarchy.

SkillDesignFrontend
4/26/2026 6 min
News

GPT-5.5: OpenAI rolled out the smartest model – and it already works for you

OpenAI has unveiled GPT-5.5, a next-generation model with a focus on the agentic approach: it plans, uses tools and brings complex tasks to fruition. Significant growth in coding, computer use, research and knowledge work while maintaining GPT-5.4 speed. Analysis of benchmarks, cases and opportunities.

GPT 5. 5OpenAI
4/23/2026 10 min
News

GPT-5.5 Pro today? What’s Behind Spud Rumors, Codex Leak, and the Anticipation of OpenAI

Rumors of a possible GPT-5.5 Pro release on April 23: Codex leak, Spud code name, market expectations and OpenAI position. What is not confirmed and what to expect from the next model

GPTOpenAI
4/23/2026 6 min
News

Kimi K2.6: New flagship from Moonshot AI, which changes the rules of the game in coding and agent systems

Moonshot AI's Kimi K2.6 release review (April 2026): Native multimodality, powerful coding, agent swarm up to 300 agents and leadership in SWE-Bench. We analyze the opportunities, benchmarks, prices and impact on the AI market.

KimiMoonshot
4/20/2026 7 min
News

The Vercel Hack in April 2026: What Happened, the Leak of Env Variables and How to Protect Yourself

Vercel hacking analysis (April 2026): supply-chain attack via Context.ai, access to environment variables of a limited number of clients, risks to Web3 and recommendations for protection - key rotation, sensitive flags and security audit.

VercelHackingSecurity
4/20/2026 4 min
Automation

How to Automate Professional Video Creation in CapCut with Codex App: A Complete Guide to VectCutAPI

How to automatically turn raw videos into ready-made promotional videos using the Codex App and VectCutAPI bundle Step-by-step configuration, MCP server connectivity and full workflow: from importing video to adding effects, text, animations, voiceover and the final CapCut draft without manual editing.

CapCutCodexVideo generation
4/19/2026 6 min
News

Claude Design by Anthropic: Complete Guide to Launching and Using a New AI Design Tool

Claude Design is a new tool from Anthropic that turns dialogue with AI into a complete process of creating interfaces, prototypes and marketing materials. The article analyzes the principles of operation, the structure of effective prompts, iterations through chat and canvas, export to code, as well as real cases and limitations of the preview version.

ClaudeDesign
4/17/2026 6 min
News

OpenAI strengthens control over ChatGPT access: VPN bans and usage from unsupported regions

OpenAI restricts access to ChatGPT across countries, including Russia. We analyze the official rules, reasons for blocking accounts when using a VPN, detection methods and real risks.

OpenAIGPTLockdownVPN
4/17/2026 5 min
News

OpenAI Codex for Almost Everything: How AI Controls Computers and Automates Development

OpenAI has released Codex for almost everything: AI now controls the computer, generates images, remembers preferences, and automates the full development cycle. Update 16 April 2026 for Vibcoders.

CodexOpenAI
4/16/2026 5 min
News

Claude Opus 4.7: a full review of the new flagship model Anthropic

Anthropic has released the Claude Opus 4.7, the most powerful public model in the lineup, with breakthroughs in offline coding, adaptive thinking and big data. The new version significantly improves the accuracy, stability and capabilities of agents, while maintaining the same cost and availability through APIs and cloud platforms.

AnthropicOpus4. 7
4/16/2026 7 min
News

Claude introduces passport and selfie verification: full instructions for new Anthropic verification

Anthropic has implemented mandatory identity verification in Claude: now a passport and selfie are required to subscribe and access features. Let’s take a look at how identity verification works, why it’s needed, and what the implications are for users in 2026.

AnthropicClaudeVerification
4/15/2026 5 min
News

Routines in Claude Code: How Anthropic turned Claude into a standalone developer that works without you

The routines in Anthropic’s Claude Code are automation of development tasks with AI: schedule, API, and GitHub webhooks. Overview of opportunities and scenarios for 2026.

ClaudeRoutinesAutomation
4/15/2026 6 min
News

SuperGemma4-31B-Abliterated: The most powerful compact local LLM of 2026 – uncensored, lightweight and truly smart

SuperGemma4-31B-Abliterated is a powerful uncensored local LLM based on Gemma 4. Overview of Opportunities, Benchmarks, Performance and Launch in 2026

SuperGemmaGoogle
4/15/2026 6 min
Autonomous agents

Hermes Agent: Self-learning AI agent from Nous Research that grows with you

Hermes Agent from Nous Research is a self-hosted AI agent with memory and self-learning. Overview of Opportunities, Architecture and Applications in 2026.

HermesAgents
4/15/2026 7 min
News

Muse Spark: Meta Superintelligence Labs' first AI model is Meta's new flagship in the race for superintelligence

On April 8, 2026, Meta Platforms unveiled the Muse Spark, the first AI model created at Meta Superintelligence Labs. It is a closed multimodal system focused on personal “superintelligence” and deep integration into the Meta ecosystem: WhatsApp, Instagram, Facebook, Messenger and AI devices. The model bets on speed, everyday utility and agent scenarios, becoming a new competitor to market leaders.

MetaMuse Spark
4/8/2026 8 min
News

GPT-6 on the verge: Everything we know about OpenAI’s next breakthrough in April 2026

A brief overview of the future GPT-6 ("Spud") model from OpenAI: current development status, expected capabilities (memory, agency, multimodality), possible release dates and impact on developers, business and society.

OpenAIGPT6
4/7/2026 6 min
News

Claude Mythos: leak reveals Anthropic’s most powerful AI model – ‘step change’ with serious cybersecurity risks

A major leak from Anthropic has revealed Claude Mythos (Capybara), a new flagship model that surpasses Opus in reasoning, programming and cybersecurity, raising concerns about the possible rise of AI attacks and explains the cautious release strategy.

AnthropicClaudeMytgos
3/28/2026 4 min
News

GLM-5.1: The new open SOTA LLM from Z.ai is 94.6% from Claude Opus 4. 6

GLM-5.1 from Z.ai is a new open-source model that has approached the level of top-end closed-source solutions in coding and agentic engineering, with improved reasoning, long-horizon tasks

GLMCloudAgents
3/28/2026 6 min
News

Codex Project Autopilot: A plugin that makes Codex think like a real team

Codex Project Autopilot is a local plugin that transforms Codex from an impulsive code generator into a structured project orchestrator with discovery, planning, validation and handoff phases.

CodexPluginAgents
3/28/2026 5 min
Data and storage

PostgreSQL for beginner: tables, indexes, migrations

Discuss the basics of PostgreSQL for beginners: how tables work, why indices are needed, and how to manage database schema changes through migration. With SQL examples and practical recommendations for real projects.

PostgreSQLDatabaseMigration
3/5/2026 7 min
Where to start

Typical beginner illusions: “AI will do anything”

We analyze the typical mistakes of beginners when developing through AI. Why Bad Prompts Break Projects, What Chaotic Architecture Leads to, and Why Start Logging.

expectationMistakes
1/31/2026 4 min
Where to start

What is Vibcoding and who is it suitable for

We understand what Vibecode is, how development works through AI assistants and who is suitable for this approach: developers, designers, entrepreneurs and beginners without programming experience.

Understandingstartintroduction
1/31/2026 7 min
Where to start

Minimum stack to start development with AI

Minimum stack for starting development with AI: what tools are really needed - AI-IDE, runtime, Git and a platform for deployment. A brief overview of the following steps.

simplevibcodingStack
1/31/2026 6 min
Where to start

How to Develop with AI: Basic Workflow

We understand how the development with AI is arranged in practice. Step by step, we explain the work cycle: idea → prompt → code generation → start → fixes → depletion, as well as the role of the LLM, developer and runtime environment.

Architecturethinkingstart
1/31/2026 7 min
Telegram bots

The architecture of a simple Telegram bot: what to store, what to log

We analyze the architecture of a simple Telegram bot: what data should be stored in the database, what events to log and how to build a system so that the bot is easy to maintain and scale.

TelegramStorageLogistics
3/5/2026 7 min
Interface and sites

How to make a readable interface without a designer: typography and indentations

How to create a readable interface without the help of a designer We analyze the practical rules of typography, indentations and hierarchy of text that really improve UX.

DesignTypographyInterface
3/4/2026 6 min
Data and storage

Tracking AI queries: how to quickly find a failure

Step-by-step guide for beginners: how to log and trace AI queries to quickly find errors in the sale and not lose the context of calls.

ai-assisted developmentobservationlogictracing
3/4/2026 14 min
Integrations and APIs

Idempotence of AI integrations: how to remove duplicates and losses

A practical guide to idempotence in AI integrations: how to eliminate duplicate operations, protect payments and stabilize piplins in retrogrades.

ai-assisted developmentpiidempotenceintegration
3/4/2026 12 min
Integrations and APIs

MCP in AI Development: Secure Tool Connection

Practical analysis of how to connect MCP tools to AI agents without leaks, unnecessary rights and chaos in access: roles, proxy, audit and working checklist.

ppmai-assisted developmentintegrationsecurity
3/4/2026 13 min
News

GPT-5.3 Garlic: What OpenAI officially released and what verified leaks say

GPT-5.3-Codex and GPT-5.3-Codex-Spark releases: what OpenAI officially introduced, what benchmarks and capabilities are already available to developers, and what is known about the mysterious version of Garlic.

GarlicOpenAIUpdate
2/25/2026 5 min
News

Gemini 3.1 Pro: full review + comparison with Claude Opus 4.6 and Codex 5 3

This article includes all the official updates, fresh benchmarks, a detailed comparison with the top 2 models of 2026 (Claude Opus 4.6 and Codex 5.3), real examples and step-by-step launch instructions. Save the article - here is everything you need for Vibcoders.

Gemini3. 1stCodex5. 3Opus4. 6Comparison
2/19/2026 4 min
News

Cline CLI 2.0: Free team of AI agents for coding right in the terminal

The open source version of Cline CLI 2.0 was released. Let's figure out what it is, why it's cool and how to use it.

2/16/2026 5 min