ASI Biont Blog — AI agents, automation and the digital twin
Practical articles, guides and analysis on AI agents, automation, development, integrations, IoT devices and science — how AI writes code, runs in a sandbox and connects any service, API or sensor
Self-Employment for Freelancers: When the Self-Employed Tax Regime Beats a Sole Proprietorship on Simplified Tax or Patent
We compare self-employment and sole proprietorship with concrete numbers: when the self-employed tax regime is more profitable, and when you can't do without a sole proprietorship. We debunk myths about taxes, contributions, and client requirements.
OSINT — Open-Source Intelligence: A Step-by-Step Plan from Beginner to Practitioner
How to master OSINT from scratch: a step-by-step plan from search operators to data verification. Analysis of real tasks, typical mistakes, and three learning paths — with honest trade-offs.
Consumer Rights: Returns, Warranties, and Court — How to Get Your Money Back and Not Miss Deadlines
We explain how to return goods or get money back for a poor-quality service: deadlines, warranty, claim, court. Mistakes that deprive you of compensation and how to avoid them. The "Consumer Rights" course as a structured path.
ERP and SAP — Corporate Resource Management Systems: What to Know Before Starting So You Don't Waste a Year
We break down what's behind an ERP and SAP course: what salary depends on, how S/4HANA is implemented in practice, three paths into the profession, and who this field suits.
Public Procurement (44-FZ, 223-FZ): 5 Costly Myths for Beginners — and How Procurement Methods Actually Work
We debunk myths about public procurement: how 44-FZ differs from 223-FZ, how methods of determining a supplier work, anti-dumping measures and appeals. Practical examples and a comparison of ways to master the topic.
Debts and Debt Collectors: Escaping the Debt Trap — How to Stop Hiding and Start Acting
We analyze a typical mistake of debtors: ignoring collectors and verbal bans. Using an example, we show how a written refusal to interact, documenting violations, and negotiating restructuring help escape the debt trap legally.
Banking and Financial Regulation: How Licensing, Credit and AML Rules Actually Decide Whether Your Product Launches
What banking law actually decides — licensing perimeter, capital, credit agreements and AML — and how the same savings product gets a different answer in the US, EU and UK.
Currency Regulation and Exchange Control: What Actually Breaks in Cross-Border Payments — and How to Start from Scratch
Cross-border payments stall on documentary mismatches, not on amounts. A hands-on look at currency regulation, exchange control, repatriation and sanctions screening — with numbers, a walkthrough, and an honest comparison of learning paths.
Cooking & Restaurant Business: Why a Full Dining Room Still Eats Your Profit — and How Food Cost Percentage Actually Works
A busy restaurant that loses money is almost never bad luck. It's food cost percentage, four predictable leaks, and a menu priced on hope. A numbers-first walkthrough.
Green Tests, Broken Contracts: 12 LLM Prompts That Hunt Reentrancy, Oracle Holes, and Gas Leaks Before Your Solidity Audit
Green tests don't mean a safe contract. Twelve LLM prompts that turn a model into a Solidity reviewer: threat modeling, reentrancy traces, oracle manipulation, rounding, gas griefing, and Foundry PoCs — before the audit.