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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
Connect Dynamics 365 F&O and CRM with Power Automate and Power Apps. Explore workflow examples and low-code trade-offs.
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
Five practical uses for Telegram bots in sales, notifications, payments, booking, and customer support, with business examples.
Jul 8, 2026
Where to Order a Telegram Bot — Freelance, Agency, or DIY
Compare hiring a freelancer or agency with building a Telegram bot yourself. Review trade-offs in cost, timeline, and control.
Jun 15, 2025
How to Start Earning as a Telegram Bot Developer
A practical path from Python and a first project to scoping work, building a portfolio, and finding initial Telegram bot clients. No income promises.
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 with Python
Build an Aiogram 3 bot: configure its token safely, add a Router, inline buttons and an FSM, test the flow, and run it with systemd.
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
Business AI Integration: Use Cases, RAG, and Cost
How to integrate AI into a business: Telegram bots, document search, data protection, quality checks, and API cost estimation.
Dec 3, 2024
FastAPI vs Django: How to Choose for Your Project
A practical comparison of FastAPI and Django: APIs, async, built-in admin, databases, maintenance, and how to choose.
Nov 28, 2024
Flutter vs React Native: choosing a mobile app stack
Compare Flutter and React Native by team skills, UI, native integrations and maintenance. A practical guide with no universal winner.
Nov 15, 2024
How to Build a Telegram Bot with Python: a Working Aiogram 3 Example
Build your first Telegram bot with Python and Aiogram 3: configure a token, handle /start, add an inline button, and verify the local run.