Publications from authors and the editorial team

New articles from Wikivibe authors and materials prepared by the editorial team. Read the feed, follow authors, and publish your own write-ups.

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Data and storage

6/7/202617 min

RAG: How to Connect Your Data to a Language Model and Get a Smart Assistant

RAG (Retrieval-Augmented Generation) is an architecture in which a model answers questions from your data rather than memory. We understand how it works, how to collect from scratch in Python, what vector bases to use and where to really apply in vibcoding.

RAGEternal baseEmbeddingi

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Data and storage

6/6/202611 min

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

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Data and storage

3/5/20267 min

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

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Data and storage

3/4/202614 min

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

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Data and storage

2/19/20264 min

Redis to speed up projects: cache, queues and rate limiting

Разбираем Redis на практических кейсах ускорения: кеширование, ограничение нагрузки, работа с TTL и типовые ошибки внедрения, из-за которых производительность не растёт.

RedisKeshSpeed

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Data and storage

2/17/20266 min

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

Supabase beginner guide: how database, auth, storage, realtime, RLS, migrations, and AI-assisted setup work in practical projects.

SupabaseDatabaseStorage

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Publications from authors and the editorial team

Feed

RAG: How to Connect Your Data to a Language Model and Get a Smart Assistant

S3 Storage: What It Is and Why It Works

PostgreSQL for beginner: tables, indexes, migrations

Tracking AI queries: how to quickly find a failure

Redis to speed up projects: cache, queues and rate limiting

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

Spline V2: AI-agent collects interactive 3D scenes, and the interface can be written on top of them

Distributed intelligence: who will be subordinated to the network

Just try everything. How I came to vibe coding

I implemented Grafana: what it shows and why the project is needed

GPT-6 received Sol and Luna: Terra remains a model of the GPT-5 line. 6

Awwwards MCP: how to search for references and check web design

Figma linked layouts with Weave and updated folders: what changes in working with variations

GPT Image 2.5: spot edits, sketches and less lost details

ChatGPT in Russia broke in a new way: it seems that for the first time blocked not in OpenAI, and on the side of the Russian Federation

Figma Adds Transparency Management Through Tokens: How It Simplifies Design Systems

browser-use: a library that turns a browser into an AI agent tool

omp (oh-my-pi): a complete guide to the functions of a CLI agent for coding

OpenAI launches GPT-6 Astra in what the company calls the “AGI era”

Figma has opened generative plugins and shaders: what can now be transferred from canvas to React

Runway Solaris: A real-time interface – and why it’s not a replacement for web development

Figma reveals how to measure AI’s impact on design – and why speed metrics are not enough

AI video editors managed through Codex and Claude Code

Orca (stablyai/orca) – ADE for orchestrating a fleet of parallel AI agents

oh-my-pi (omp) – a terminal AI-agent for coding with a “stitched” IDE

What AI Agents Are and How They Work: A Clear Guide to Business

Get Shit Done (GSD): как организовать работу ИИ-агента

Google Flow: AI Credits, лимиты и сколько видео

Почему Claude блокирует аккаунты: причины бана и VPN

Codex ChatGPT Subscription: Codex-chatgpt-web and Codex-with-chatgpt