Zukko Blog
Guides to Claude Code, Cursor, Codex and the Claude and GPT APIs: setup, token savings and troubleshooting.
AI for testers: test cases, checklists and bug reports
5 min · · бизнес
How a QA engineer can use a model for test cases, checklists and bug reports, check coverage, and avoid requirements the model made up.
Anonymizing data before sending it to a neural network: a practical way
6 min · · автоматизация
You do not have to send personal data to a model for it to process a document. How to replace it with labels, restore it in the answer and check that nothing leaked.
A neural network for HR: job posts, candidate emails and resume review
6 min · · бизнес
A model can draft job posts and emails and do a first-pass resume review. What to hand over, how to treat candidates' personal data and how to prevent biased decisions.
An AI agent for 1C: which tasks to automate and how
5 min · · агенты
An agent around 1C answers questions from data, drafts documents and looks for anomalies. We cover the scenarios, the HTTP-service architecture and safety measures.
Generating an FAQ with a neural network from tickets and a knowledge base
5 min · · автоматизация
A good FAQ is built on what customers really ask. A pipeline: group the tickets, answer from the knowledge base with a source reference, and verify the result.
Website copy with AI: homepage, services and FAQ without filler
5 min · · бизнес
AI writes smoothly but does not know your business. How to build a brief with facts, get page structure, edit the result before publishing, and what it costs.
Business correspondence with AI: letters, replies and tone without bureaucratese
4 min · · автоматизация
How to get letters from a model that do not sound like boilerplate: request structure, ready prompts, a company tone profile and a pre-send check.
An MCP server for Bitrix24: CRM deals and tasks in an agent's hands
6 min · · агенты
The official Bitrix24 MCP gives an agent documentation, not portal data. How to write your own server for deals and tasks and keep the agent on a short leash.
AI for accounting: where it helps and where it must not be trusted
5 min · · бизнес
Where a model really saves an accountant's time and where it cannot be trusted unchecked. Code to extract fields from a document with an arithmetic check, and a cost estimate.
Documents from a template with AI: filling templates from data
4 min · · автоматизация
A Word template, a data table and a script: hundreds of standard documents in one run. What to give the model, what to compute in code and how to verify fields.
AI for teachers: lesson plans, assignments and checking student work
5 min · · бизнес
How a teacher can prepare materials with a model: tiered assignments, criteria, draft feedback. What to check, what not to delegate and what it costs.
AI for SMM: a content plan and batches of posts via API
5 min · · автоматизация
A monthly content plan and thirty posts in one voice from a single script. How to describe the brand voice, generate in batches and check the output.
AI for marketers: research, copy and analysis without made-up facts
5 min · · бизнес
Where a model really saves a marketer's time and where it invents numbers. Code for review analysis, fact-checking rules and a cost estimate.
Comparing documents with AI: finding the meaningful differences
5 min · · автоматизация
Combine an ordinary text diff with a model's semantic review to see which edits change the terms and which are cosmetic. Code, report format and cost.
An AI agent for marketplaces: product cards, reviews and replies
4 min · · автоматизация
Seller tasks you can hand to a model through an API: product cards, review replies, return-reason analysis. Pipeline, code and a cost estimate for 5,000 reviews as an example.
Checking documents with AI: a checklist of errors it finds well
5 min · · бизнес
A checklist of checks that are convenient to give a model, and the ones that are not. Plus short code: rule checks in code, semantic findings from the model.
Legal documents with AI: drafting claims, letters and contracts
5 min · · бизнес
How to get a clean draft of a claim or letter from a model: source data, a template, a ban on invented citations and mandatory human review.
RAG for 1C: searching documentation and configuration code with AI
5 min · · бизнес
Build an assistant that answers questions about your configuration and internal rules with a source reference. Python code and a per-query cost estimate.
AI for a sales team: scripts, emails and call review from transcripts
5 min · · бизнес
Four sales tasks a model can take on: scripts, customer emails, call review and CRM drafts. With a code example and a monthly estimate.
An AI agent for business: tasks, architecture and a realistic budget
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.
A GPT chatbot in Russian: how to use GPT and Claude models in the browser
5 min · · models
What a GPT chatbot is, how to open a Russian-language chat with GPT and Claude models without a subscription, how to choose a model and what ten messages cost.
AI for a Tilda website: copy, HTML blocks and page structure
5 min · · бизнес
AI will not assemble a Tilda site in a minute, but it helps with block copy, page structure and code for embeds. Working techniques and pitfalls.
Which AI is best for lawyers: tasks, risks and checking answers
6 min · · бизнес
There is no universal best AI for lawyers, but there is a method of choosing. We cover tasks, hallucination and data leak risks, and a way to check answers.
Marketplace product cards with AI: title, attributes and texts
5 min · · бизнес
The whole text part of a product card and a script that builds it from a product table. At the end, what it costs to run 1000 SKUs.