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Articles
Practical notes on development, automation and launching digital products.
Aug 25, 2026
How to Write a Telegram Bot Brief: Flows, Data, and Acceptance Criteria
A practical Telegram bot brief template covering users, scenarios, payments, admin tools, integrations and definition of done.
Aug 25, 2026
How Much Does a Telegram Mini App Cost in 2026?
What determines the cost of a Telegram Mini App: interface, backend, Telegram auth, payments, admin tools and post-launch support.
Aug 24, 2026
Telegram Mini App with Vue and FastAPI: Validating initData
Connect a Vue 3 Telegram Mini App to FastAPI, send raw initData, validate its HMAC signature, check auth_date, and avoid Invalid signature errors.
Aug 24, 2026
Telegram Stars with Aiogram 3: Payments, Validation, and Refunds
A production-minded guide to Telegram Stars in Python and Aiogram 3: invoices, pre-checkout validation, successful payments, idempotency, and refunds.
Aug 13, 2026
Dynamics 365 and Power Platform: Business Process Automation
How Dynamics 365 F&O and CRM work with Power Automate and Power Apps: practical automation scenarios, integrations, and choosing between low-code and custom development.
Jul 8, 2026
Telegram Bot Development Cost in 2026 — Complete Pricing Guide
Telegram bot development cost in 2026: practical ranges for simple bots, stores, AI bots, and Telegram Mini Apps, plus the factors behind a project estimate.
Jul 8, 2026
5 Reasons to Integrate a Telegram Bot in Your Business in 2026
Why Telegram bots are a must-have for business in 2026: 24/7 sales, 90%+ notification open rates, built-in payments, and automated customer support. Real cases and numbers.
Jul 8, 2026
Where to Order a Telegram Bot — Freelance, Agency, or DIY
Compare ways to get a Telegram bot built: freelance marketplaces, web agencies, independent developers, or build it yourself. Real prices, timelines, and honest advice for 2026.
Jun 15, 2025
How to Make Money Building Telegram Bots in 2025
Real numbers on Telegram bot freelancing: pricing, where to find clients, what skills you need. From someone who's built 20+ bots for hire.
May 20, 2025
Telegram Mini App — What It Is, How It Works, and When You Need One
Explaining how Mini Apps differ from regular bots, when to build one, and how much it costs. With real project examples.
Apr 10, 2025
Aiogram 3 Tutorial: Build a Telegram Bot in Python (2025)
Step-by-step guide to building a Telegram bot with Aiogram 3 — handlers, FSM, inline keyboards, and deployment. No filler.
Jan 10, 2025
Business Automation with Telegram — What Actually Saves Time and Money
Which business processes to automate via Telegram first, how much it costs and when it pays back. Real cases and numbers.
Dec 20, 2024
Integrating ChatGPT into Your Business — A Practical 2024 Guide
How to actually integrate ChatGPT and other AI models into business processes: Telegram bots with GPT, support automation, RAG on your own data. Real examples and costs.
Dec 3, 2024
FastAPI vs Django in 2024 — Which One Should You Choose
A detailed comparison of FastAPI and Django: performance, ecosystem, and the right use cases for each. Helping you pick the right tool for your project.
Nov 28, 2024
Flutter vs React Native in 2024 — Which One to Choose for Your App
An honest comparison of Flutter and React Native: performance, ecosystem, development speed, cost. Helping you pick the right framework for your project.
Nov 15, 2024
How to Build a Telegram Bot with Python in 2024 — Complete Guide
Step-by-step guide to building a production-ready Telegram bot using Aiogram 3, PostgreSQL and Docker deployment. From zero to a working product.