Guides to Claude Code, Cursor, Codex and the Claude and GPT APIs: setup, token savings and troubleshooting.
5 min · · development
Codex CLI runs on Windows natively or inside WSL. Installation, where config.toml lives, connecting a Zukko key, and what to do when it fails.
6 min · · агенты
Zen is a ready-made model catalog from the opencode team. A custom provider is your own key and your own endpoint. When to use which, and how to pay from Russia.
5 min · · development
A phone will not replace a laptop, but vibe coding from it is possible: the agent runs on a server and you drive it over SSH or a web chat. What you need and where the limit is.
5 min · · сравнение
Qwen Code can connect to Ollama so your code never leaves the machine. Setup, the limits of local models and a money comparison with a cloud API.
6 min · · IDE
Connecting MCP servers in Cursor through mcp.json, the types of servers and ways to store tokens. Plus how extra tools eat context and money.
5 min · · агенты
We build a small support graph in LangGraph: two models at different prices, branching, a capped retry loop and a clear picture of how execution works.
6 min · · агенты
Memory Bank gives Cline memory between sessions through a set of markdown files. Structure, setup via rules and the token price of that memory.
5 min · · агенты
A working scheme for a 1C developer: files instead of the database, an agent in the terminal, rules in CLAUDE.md and a mandatory check in the Configurator.
5 min · · development
We write an MCP server in Python in about 30 lines, test it without an agent, connect it to Claude Code and watch the agent call the tool.
5 min · · агенты
Cline works outside the editor too. The console version installs via npm, takes tasks from arguments and pipes, and connects to any compatible provider.
6 min · · бизнес
No promises to replace a department. Real agent tasks, a design of model, tools and guardrails, a monthly budget calculation and a pre-launch checklist.
6 min · · агенты
A model only knows what was in its training data. Here is how to connect web search through MCP, how the options differ and how many tokens the results take.
5 min · · development
A working process: a local copy of the site, a terminal agent, WordPress rules, code checks and safe storage of the API key.
6 min · · агенты
We connect the official Atlassian MCP server to Claude Code: JQL search, comments, access rights and safe token handling.
4 min · · агенты
Step by step we build a simple JavaScript game with the Claude Code agent: how to phrase the mechanics, how to iterate, which bugs to catch and what a session costs.
5 min · · агенты
opencode is an open-source coding agent for the terminal that is not tied to one model vendor. Install, first commands and connecting a key.
5 min · · агенты
Both read your project, edit files and run commands in the terminal. We compare how they connect to models, where settings live, how agents and MCP work, and what it costs.
6 min · · агенты
Gemini CLI and Claude Code compared by models, custom provider support, access from Russia and cost, plus how to run Gemini through a gateway.
6 min · · экономия
Nine habits and settings that cut Codex spend when you pay per token: from AGENTS.md and task size to model choice and cache.
6 min · · агенты
Aider is a command-line tool that edits your repository on request and commits every change. Here is how it works and what a session costs.
5 min · · агенты
Qwen Code is often confused with the Qwen Coder model. We explain that it is a separate program, how it works and which models it can use.
6 min · · сравнение
Cline lives in VS Code, opencode in the terminal. A comparison by scenarios, context control, connecting your own models and cost.
6 min · · агенты
Codex is a coding agent that reads a project, edits files and runs commands. Its parts, how it differs from ChatGPT and the payment options.
5 min · · development
A beginner plan: pick a small utility, set up an agent, phrase the task, check the result and keep everything in git.