Guides to Claude Code, Cursor, Codex and the Claude and GPT APIs: setup, token savings and troubleshooting.
6 min · · development
What an "OpenAI-compatible API" really means, why a client only needs a new base_url and key, how the Anthropic format differs, and how to test the connection in five minutes.
6 min · · development
Building a website chatbot: the key stays on the server, a FastAPI backend with streaming, a cheap model, a cost estimate and limits against abuse.
5 min · · экономия
An honest look at free API access to AI models: a $0.50 bonus for subscribing to a channel, the cheapest models, how many requests that covers, and how to avoid overspending.
6 min · · API keys
How an AI model API differs from a browser chat, what a key and a base URL are, what you pay for, and how to send your first request in ten minutes.
5 min · · API keys
The Anthropic Console doesn't serve Russia, but a Zukko key works with the Anthropic SDK and Claude Code. Steps: the key, code, prompt caching, Opus 5.5 and Sonnet 5 prices.
5 min · · API keys
Why an OpenAI key is hard to get from Russia and how to replace it with a Zukko key for the official OpenAI SDK. Step by step: key, variables, code, errors.
6 min · · API keys
An agent stuck in a loop can burn through a balance overnight. A separate key, limits, a model list and proper error handling put a ceiling on spend.
7 min · · models
Fable 5.1 is one of the most expensive models in the catalog. How to connect it, what a request costs, and how to cap spend with key settings.
4 min · · API keys
There is no dedicated "team" concept in the dashboard, but per-key limits and an allowed-model list cover almost the whole need. Here is how to set it up and what not to expect.
3 min · · API keys
A key that can call any model in the catalogue is more freedom than an integration needing exactly one model should have. Here is the allowed_models setting.
4 min · · API keys
One compromised or misconfigured key shouldn't be able to burn through your whole balance in an hour. Here is how to cap that from the dashboard.
4 min · · API keys
One account balance, five projects drawing from it. How to organize that so month-end shows who spent what, instead of one lump sum to puzzle over.
5 min · · API keys
One key across every project saves five minutes now and creates a mess at the first incident. Here's what separating keys by project actually gets you.
2 min · · errors
You pasted the key and the server still answers 401. Here are the five causes, ordered by how often they actually happen.
2 min · · security
A leaked key means a growing bill. The first steps take a minute, and their order matters more than speed.