Technology: AI, Telegram API & Modern Business Tools
Reviews of technologies behind chatbots and automation — from Telegram Business API to CRM integrations and artificial intelligence.
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Technology
Corporate AI Knowledge Bases: How RAG Works and Where to Start
A practical guide to corporate RAG knowledge bases: choosing sources, enforcing access, evaluating answers, and planning a limited pilot.
Ivan Deineka
September 28, 2026
10 min read
Technology
AI-generated unit and end-to-end tests: choosing tools and measuring value
Compare unit and end-to-end test tools, verify generated tests against defects and prevent automated fixes from hiding bugs.
Ivan Deineka
September 26, 2026
11 min read
Technology
How to maintain code quality when junior developers use AI
Learning and delivery modes, comprehension-focused reviews and practical exercises can help juniors use AI while developing independence.
Ivan Deineka
September 25, 2026
11 min read
Technology
AI Bot Security for Business: Access, Data, and Action Controls
A practical AI bot security plan covering data access, CRM agent permissions, response validation, audit trails, and cost controls.
Ivan Deineka
September 24, 2026
8 min read
Technology
AI for legacy code: how to explore, document and refactor an unfamiliar system
Use AI to map an unfamiliar legacy system, capture its behavior in tests, document assumptions and refactor in small, verifiable steps.
Ivan Deineka
September 24, 2026
11 min read
Technology
AI code review: what to delegate and how to verify it
Use AI in pull request reviews without replacing SAST, tests or human judgment. Learn how to validate findings, measure noise and run a pilot.
Ivan Deineka
September 23, 2026
11 min read
Technology
AI Candidate Screening: Fair Hiring and Legal Guardrails
A practical guide to AI-assisted candidate screening, job-related criteria, recruiter oversight, Ukrainian law, and the EU AI Act.
Ivan Deineka
September 17, 2026
9 min read
Technology
E-commerce Automation: From Inventory to Delivery Without Manual Gaps
Seven store operations to connect: catalog and stock, orders, payment, shipping, abandoned carts, and loyalty. Includes failure checks and BotLabs examples.
Ivan Deineka
September 15, 2026
9 min read
Technology
GEO for business: prepare your site for AI search and measure visibility
What GEO and click studies actually show, how Google, ChatGPT, and Perplexity differ, and how to track citations and visits without empty promises.
Ivan Deineka
September 11, 2026
9 min read
