Notes from practice
How good
solutions work.
Product development, automation and interfaces, explored through my own projects.
Integrations / AI / 7 min read
AI Assistants in Telegram Bots: How to Turn a Messenger into a Back-Office Helper
How to leverage LLMs (GPT/Gemini) to automate data entry and manage CRM systems directly from Telegram chats, eliminating routine work and human error based on real-world cases.
Case Study / 8 min read
Ecosystem Development: Website + CRM + Telegram Bot as a Unified Business Suite
Why fragmented IT tools harm operational efficiency and how an integrated combination of a public website, an internal CRM, and a service Telegram bot solves automation challenges, using real-world examples from the JJRent and TropicVibe ecosystems.
Tech Insights / 6 min read
Telegram Mini Apps: Why Local Businesses are Ditching Native Mobile Apps
How Telegram Mini Apps (TWA) are replacing native software for restaurants, rentals, and services. A breakdown of UX benefits, development costs, and deployment speed based on Samui Hub.
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