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Пошагово: что нажать, что написать, где подвох. · 12 materials

Guides · debugging

How to Debug an AI Web Board Game: A Step-by-Step Guide

A practical guide to vibe-debugging a browser-based card game: from reproducing a bug to checking synchronization. No magic, only verifiable steps.

31 Oct 2026 5 min read
Guides · neural networks

How to Run a Neural Network Locally Without an NPU: A Step-by-Step Guide

Instructions for a laptop without a neural processor: we check the hardware, install Ollama, run a model, and compare speed with an NPU. Based on the material from "Kod" dated 10/30/2026.

31 Oct 2026 6 min read
Guides · AI video

How to Make a Professional Video with a Free AI Generator: A Step-by-Step Guide

A practical guide to creating videos using free AI generators. What you'll need, how to write prompts, steps from idea to export, common mistakes and their signs.

31 Oct 2026 5 min read
Guides · local LLM

Local LLMs for Work: Testing Tweaks and a Setup Guide

On October 30, 2026, the author tested popular tips for improving local LLMs and found that many of them contradict cloud recommendations. The guide covers what you'll need, step-by-step setup with commands, and common mistakes.

31 Oct 2026 5 min read
Guides · AI

How to Cut the Review of Hundreds of Tasks from a Week to Two Days with AI: A Guide to the Rosgosstrakh Case

A step-by-step guide to automating task prioritization with AI without a budget or programming skills. Based on Anastasia's case at RGS, published on October 30, 2026.

31 Oct 2026 5 min read
Guides · HuggingFace

HuggingFace for Beginners: How to Choose and Run a Model

Step-by-step guide: registration, finding a model, running via transformers, and checking the result. No unnecessary theory.

31 Oct 2026 4 min read
Guides · AI agent

How to Build an AI Agent: A Step-by-Step Guide with Code

A practical guide to creating an AI agent: from choosing a model to launching with RAG and MCP. Python code that you can run right away.

31 Oct 2026 6 min read
Guides · neural networks

How to Break Down Your Work into Tasks and Understand Which of Them Can Already Be Handed to Neural Networks

A step-by-step guide: task inventory, automation assessment, practical testing. With commands and code to run.

31 Oct 2026 5 min read
Guides · AI agents

How to Set Up an AI Agent for Small Business: A Step-by-Step Guide

On October 30, 2026, an article was published about five ways small businesses use AI agents. We break down how to build a simple agent to automate routine tasks: from setting a goal to launching and common mistakes.

31 Oct 2026 6 min read
Guides · AI agents

How to Limit an Autonomous AI Agent: A Guide to Hard Stop

A practical guide to configuring the Hard Stop system for controlling autonomous AI agents. Learn how to prevent an agent from escaping the sandbox and protect the system from unwanted actions.

31 Oct 2026 5 min read
Guides · AI agents

How to transfer a session between console AI agents without losing context

Guide: we take a live session from local logs and pass it to another agent with a single command. Without retellings and extra tokens.

30 Oct 2026 5 min read
Guides · RAG

Self-hosted RAG on local models: where to start

When cloud APIs are off the table but search over your own documents is still needed. The minimal stack and the order of steps.

29 Oct 2026 1 min read