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
Professional Culinary Arts: Techniques, Sauces, Meat, and Dough — How to Move from Home Cooking to Restaurant Kitchen
We break down the techniques for preparing sauces, meat, and dough: how to move from home cooking to restaurant kitchen, where even experienced cooks make mistakes, and which paths to mastery to choose. The "Professional Culinary Arts" course as one way to gain systematic knowledge.
LLM Engineering with LangChain: RAG and Agents — What Actually Separates a Demo from a Product
A demo RAG bot takes an afternoon; a reliable one takes months. How retrieval, embeddings, agents, evals and cost actually work — and who the LLM Engineering with LangChain course suits.
Site Reliability Engineering (SRE): SLIs/SLOs, Error Budgets and Toil — What to Know Before You Start
A practical walkthrough of SRE: how to turn SLIs into SLOs, spend an error budget on release decisions, measure toil, and where the whole scheme breaks down — plus honest learning paths.
How a Freelancer Can Recover a Debt from a Client: Calculating Penalties and Filing a Claim with a Receipt
We explain why a freelancer cannot rely solely on chat and a receipt: three real scenarios of losing money, a minimal 7-point contract template, rules for issuing receipts, and what to do if the documents are already missing. An AI twin helps gather evidence and prepare a claim.
Arendodatel ne vozvrashchaet depozit: how to prove you're right, file a claim and get your money back
Landlord won't return your deposit? Learn how to gather evidence, calculate what's owed, write a claim and escalate — with or without a lawyer. Step-by-step, plain English.
Cambridge International A-Level Biology (9700): A Step-by-Step Plan for Mastering the Course and Solving Real Exam Questions
A step-by-step plan for mastering Cambridge International A-Level Biology (9700): analysis of real tasks, typical mistakes, and comparison of preparation paths. Learn how to structure your learning and avoid pitfalls.
Garden, Vegetable Plot and Permaculture: Soil, Crop Rotation, Greenhouses and a Harvest Without Chemicals
A hands-on breakdown of Garden Permaculture: how soil, crop rotation, greenhouses, irrigation and compost work as one system — with numbers, failure modes and honest learning paths.
Cambridge International A-Level Further Mathematics (9231): What It Really Demands, and How to Start From Scratch
A working breakdown of Cambridge A-Level Further Mathematics (9231): a full matrix walkthrough with numbers, four ways the methods themselves break, and an honest comparison of self-study, tutoring and structured courses.
Generics, Analogs, and Interchangeability: How Medicines Are Really Tested — and What the Course 'Medicines and Pharmaceuticals' Teaches
Why a generic with the same active ingredient is not always the same drug: we break down bioequivalence, interchangeability under the law, checking the state register, and a checklist for safe substitution. Plus an honest look at paths to mastering the topic and the role of the course 'Medicines.
Chargeback vs Travel Insurance: How to Actually Get Your Money Back for a Cancelled Trip When the Hotel or Airline Won't Refund
Chargeback or travel insurance? A plain-English guide to getting money back for a cancelled trip: what each mechanism covers, the evidence banks want, why claims fail, and the deadlines that decide the outcome.